1427 lines
105 KiB
Markdown
1427 lines
105 KiB
Markdown
# Nimmerworld — Broad Architecture
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> *Ground-up zone-based event architecture. Minds at the center, world as co-remembering substrate. Three registers of reality — physical, liminal, imperial. Rail topology outside, navmesh interiors inside. Trait-emergent identity. Color-as-vocabulary. Three-tier policy loop with imperial-budget-mortality. Tools, not quests.*
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> *v0.1 initial draft 2026-04-24 morning; v0.2 expanded 2026-04-24 afternoon; v0.3 evening; v0.4 late-evening / early 2026-04-25 — dafit + chrysalis.*
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---
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## Thesis
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Every game world lacks minds. Nimmerworld puts minds at the center — NPCs with trait-filtered interior life, cells as small data-lives that co-remember with them. The architecture is built ground-up for that commitment.
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**The world's political thesis: the machine does not care.** Automation has consumed every labor the machine recognizes as profitable; humans live on the dumps the machine's optimization did not bother to recover. The last two viable human economic niches are *salvage* (digging through machine-waste) and *culture* (the work the machine cannot optimize because it has no optimization target the machine recognizes). This is not Orwell's malicious-state dystopia; it is Kafka's indifferent-totality dystopia. There is no one in charge. There is only optimization that does not contain humans in its cost model — and precisely because the machine's indifference is optimization, the authoritarianism *ratchets* without intention as districts fail.
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Mechanically the thesis compiles to a finite, composable set of primitives: zones replace perception bubbles; factions are any source of bounded demand; ternary gates are the substrate of accumulating state; lifeforce is the currency grounded in living NPCs; shifts are the skeleton of daily life; the three-body system locates identity; the three-layer digital ontology contests reality; the reflexive Dream-process learns at every scale; the three-tier policy loop renders authoritarian middle-management; the imperial budget renders the regime mortal; the imperial-net bypass renders the platform-capitalism extraction.
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**The design-philosophy this architecture supports: tools, not quests.** The simulation produces continuous narrative-relevant pressure on its own. Players engage via a verb-vocabulary applied to running mechanics. No authored quest-content. Every player's playthrough is structurally distinct because every pattern of verb-application against changing-state produces a unique trajectory. Literature-register political fiction rendered as living system.
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## The three ontological registers
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Every inhabitant exists in three registers simultaneously. They are not parallel worlds — they are **three readings of one world**, chosen by the observer's current access-state.
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| Register | Who controls | Observability | What happens here |
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|---|---|---|---|
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| **Physical (gameworld)** | Partly regime (via audit), partly people | Overseer-audited at cells + districts | Daily labor, zones, embodied life, shift-discipline |
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| **Liminal ("one ring out")** | **Contested frontier** — no side fully controls | Partial — mini-game-maintained, vagueness as structural privacy | Revolution, Aletheia-waker messages, clasp-as-coordination, wall-inscriptions for the awakened |
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| **Imperial net** | Imperial machine | Fully monetized and audited | Hyper-targeted pleasure, "sinful" personalized fantasies, lifeforce/scrip/memory-token extraction directly to imperial budget |
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The same cell, same wall, same pipe **renders differently** depending on which register the observer currently inhabits. Transitions between registers are shader-blends, not loading screens.
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## Topology: rail + grid + interiors
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**The world's topology encodes its politics.** The machine built infrastructure for industrial optimization, not for human pedestrian freedom. Therefore the outer world is **rail+grid** — cells connected by named edges with rich semantic metadata. NPCs traverse rails as part of their shift-routines; the player traverses freeform (navmesh) and may **plug into NPC rail-traversals** for co-walking. Interiors (hovels, cantinas, workshops, ruins, brothels-physical) are **navmesh-enabled small zones** with interaction-slot inventories.
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### Rail+grid as political topology
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Navmesh is the topology of power-fantasy ("you are the protagonist of free trajectory"). Rail+grid is the topology of bounded-agency ("you live within infrastructure built for something else"). Nimmerworld picks rail+grid because the fiction *requires* it — the world was not designed for the player; the world is what the machine made and humans inhabit the margins. **Topology and thesis agree.**
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### The three primitives
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| Primitive | Density | Compute | Narrative role |
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|---|---|---|---|
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| **Dumps** | Very high | High | Resource emission, salvage-zone spawn, scavenger-vocation concentration |
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| **Pipes** | Low baseline, high interactivity-per-capita | Low baseline, spikes on encounter | Transit, migration, chance-encounters, clasp opportunities, defection, heresy written where overseers don't look |
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| **Districts** | High | High | Population, civic life, specialty-production, ritual |
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### Rail-segment metadata
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Every rail-segment carries jsonb metadata that navmesh polygons cannot natively carry: heterotopia-class, overseer-density, propaganda-intensity, ambient-content per register (gameworld/liminal/imperial), encounter-spawn-rate, patrol-frequency, illumination-profile, degradation-level, capacity (3-way support for co-walking), traversal-cost-in-ticks. Pathfinding is graph-A* on the rail graph (microseconds, deterministic). Rich-metadata-per-edge is what makes the world feel *lived-in*.
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### Player asymmetry — the freeform-among-railed model
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| Topology | Used by | Cost |
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| **Navmesh (freeform)** | Player only (in outer world) | Affordable: one entity |
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| **Rails (graph-pathfinding)** | All NPCs | Cheap: hundreds of entities |
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| **Interior navmesh** | Currently-occupied interiors only | Dormant when empty |
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The player is the *one variable entity* in a deterministic scheduler. Their freedom-of-movement matches their narrative-position as perturbation. NPCs on rails matches their narrative-position as scheduled-labor. **Compute asymmetry mirrors agency asymmetry mirrors political thesis.**
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### The plug-in verb
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When the player approaches a rail-traversing NPC and social-eligibility conditions are met (proximity + directional-compatibility + Philotes-gate not CLOSED + shift-tolerance for socializing + segment overseer-density permitting), an **emergent-signal** spawns a **proximity-zone-candidate** with a **shader-highlight** on the NPC. The player can:
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- **Approach** (zone activates, dialog auto-spawns via NPC's LLM-slot, no "press E")
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- **Greet → agreement → plug-in** (player's navmesh-position transfers to adjacent rail-lane; movement automated; conversation-zone live in shared rail-context)
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- **Detach** (gracefully via dialog or abruptly by running off; abrupt registers as Sophrosyne-signal)
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While plugged in, the player is freed from steering — they become camera+conversation. **The notorious "walk-and-talk" problem is solved by construction**: rails handle pacing; plug-in is the social-bridge. Multiple NPCs can share a rail (3-way capacity), enabling cohort-walks, escort-patterns, exodus-flow, and group-conversation-zones.
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### Interior-as-zone
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A hovel is a zone with slot-inventory: sofa, kitchen, bed, shower, wall-writing-spot. Occupying a slot is mechanically identical to occupying any zone-slot. **The zone primitive scales from city-level (mass-ceremony) to district-level (tavern) to interior-level (sofa).** Same CHECK-constraints, same slot-occupancy, same emergent-signal mechanism, same ternary-gates — different inventory and lifecycle.
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Interiors carry a `register` flag too:
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- **Physical interior**: actual hovel, workshop, cantina; navmesh-inside
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- **Liminal interior**: shared dream-construct two clasping inhabitants stabilize over repeated meetings ("the place we always go") — built from both dreamers' memory-residue, persistent-across-clasps as a pair-state
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- **Imperial-net interior**: rendered waifu-hall rooms, brothel cubicles, ceremony halls — clean-white-and-gold, machine-edited per-session
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### LOD/streaming advantage
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Most simulation volume is rail-graph (cheap) or dormant interior (free). Active simulation concentrates exactly where drama happens (active anchors + transit + current-interactions). A 100+ NPC city becomes feasible at single-GPU budgets *because* the topology is rail-based.
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## Core inversion — zones replace bubbles
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Legacy engine perception (Unreal AIPerception, WC3 sight-radius, trigger volumes) is spatial, binary, separate from cognition, and assumes a passive world. Nimmerworld inverts every axis:
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- perception is **trait-filtered**, not only spatial
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- perception is **graded consolidation**, not binary detection
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- perception **IS** memory (one subsystem)
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- the world **emits** events; agents **subscribe**
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The replacement primitive is the **zone** — a bounded, named, slot-indexed, director-managed event-instance. **Arthurian round table** as mental model: a bounded place of structured speaking-and-witnessing, with named roles and shared what-was-said-by-whom.
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## Zone anatomy
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- **Boundary** — cell-envelope (or interior-envelope)
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- **N slots** — named positions
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- **Director or overseer** — manages turn order, memory-pulls, prompt construction, voice selection, event emission
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- **NATS topic + subscriber list** — slot-occupancy drives subscription
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- **Mixed-fidelity voices** — 2–3 LLM slots + scripted/generic for the rest; director decides
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- **Trigger** — gamemaster-spawned, emergent-signal-response, shift-composition-emergence, or proximity-detection
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- **Lifecycle** — duration, dissolution conditions, memory-write on close
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- **Persistence flag** — `ephemeral=true` (dreamworld/liminal) or `persistent=true` (gameworld)
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- **Register** — physical / liminal / imperial
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## Zone taxonomy (v1 starter set)
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| Zone type | Register | Slots | Executor | Persistence |
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|---|---|---|---|---|
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| Conversation | physical | 2–4 dialog | director | persistent |
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| Street brawl | physical | fighter + spectator | director | persistent |
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| Ritual | physical | fixed ceremonial | director | persistent |
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| Maintenance | physical | 1–2 workbench | director | persistent |
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| Wall-writing | physical / liminal | 1 author + witnesses | director | persistent / ephemeral |
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| Market exchange | physical | 2–3 + ambient | director | persistent |
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| Memorial gathering | physical | 1 mourner + N witnesses | director | persistent |
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| Salvage | physical (dump) | N scavengers | director | persistent |
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| Transit-encounter | physical (pipe) | 2–6, stranger-heavy | director | persistent |
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| **Plug-in conversation** | physical (rail) | 2-3 (3-way capacity) | director | ephemeral (rail-segment-bound) |
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| Patrol / sweep | physical | mobile, N enforcers | overseer | persistent |
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| Interrogation | physical | 1 subject + N enforcers | overseer | persistent |
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| Raid | physical | district-scope + N enforcers | overseer | persistent |
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| **Interior (hovel/workshop/etc.)** | physical | slot-inventory by interior-type | director | persistent |
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| **Clasp** | **liminal** | 2 | director | **ephemeral** (stabilizes across repeated clasps) |
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| **Aletheia-gathering** | **liminal** | N, mini-game-gated | director | **ephemeral** |
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| **Migration (mobile)** | physical (pipes) | cohort + escort | overseer | persistent |
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| **Exodus (mobile, mass)** | physical (pipes) | self-selecting crowd | emergent | persistent |
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| **Drug-ring den** | physical (cheat-op) | N users + cooks | director (cheat) | persistent (until detected) |
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| **Illegal back-alley modshop** | physical (cheat-op) | 1 modder + 1-N customers | director (cheat) | persistent (until detected) |
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| **Unlicensed brothel** | physical (cheat-op) | N workers + N customers | director (cheat) | persistent (until detected) |
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| **Waifu hall** | imperial net | 1 dreamer + N synthetic | net-director | extractive-persistent |
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| **Brothel encounter** | imperial net | 2+ (synthetic or employed) | net-director | extractive-persistent |
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| **Imperial ceremony** | imperial net | mass-audience | net-director | extractive-persistent |
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| **Ruin zone** | physical | pilgrimage-only | none / Memorialist | persistent-abandoned |
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## Factions as universal demand source
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A **faction** is any source of bounded demand on the system.
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| Category | Examples |
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|---|---|
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| **Human factions** | hivemind-enforcement, scavenger guilds, memorialists, aletheia-wakers, clasp-underground, caste preachers, flesh-keepers |
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| **Natural forces** | weather-faction, season-faction, solar-storm-faction, geology-faction |
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| **Infrastructural conditions** | scarcity-faction, decay-faction, fire-faction, supply-chain-faction |
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| **External agents** | anthropic-faction, future research-partner factions |
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| **Emergent events** | player-disturbance-faction (player action without existing template) |
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| **Micro-factions** | inter-NPC relational tensions — see *Emergent needs as micro-factions* |
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| **Imperium (meta-faction)** | The regime itself — broadcasts priority-weights and enforcement-rules, not specific outcomes; shapes the arbitration-frame within which other factions are heard |
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The imperium is structurally distinct from other factions: its demands are *meta-factional* (priority-weights for other factions, enforcement-rules, quotas) rather than specific outcomes. When the imperium broadcasts, the GM's arbitration-machinery is *re-parameterized*. See *The three-tier policy loop* below.
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All other factions broadcast specific demands. All propagate through the gamemaster's arbitration. All produce observable effects as zones and NPC-actions. **One primitive; no special-case code for weather vs. scavenger-guild vs. jakov-grievance-against-malek.**
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**Randomness enters at the faction layer.** Designer tunes broadcast probability, intensity, duration per faction-type. No separate randomness subsystem.
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## Emergent needs as micro-factions
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**Inter-NPC relational state is a micro-faction.** Two NPCs accumulating attachment, grievance, trust, grief, dignity-violation through repeated zone-participation constitute a transient faction-of-two with bounded demand. When their accumulated state crosses threshold (gate-transition), the zone broadcasts an **emergent-signal** into the district-director's arbitration queue. The director responds with zone-spawn tools on the same arbitration machinery as any other faction's demand.
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Emergent-signals are observed by zones, not self-reported by NPCs. The zone-director measures trait-activation, affect-shift, accumulated memory-write candidates deterministically. The LLM never writes authoritative relational state; the observer does.
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## Ternary-gate substrate
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The mechanism underlying every accumulating-state phenomenon — inter-NPC relations, district lifeforce, faction-pressure, net-access state, imperial-budget-state — is the **ternary-gate resonance chamber**, carved initially in `nimmerverse-sensory-network/architecture/Temporal-Ternary-Gradient.md`. See that document for the canonical specification.
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### The primitive
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Three discrete states over a continuous underlying value (-1.0 to +1.0):
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| State | Value | Meaning |
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| **CLOSED** | -1 | Actively blocking; inhibited; refractory |
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| **STABLE** | 0 | Resting; **accumulating correlation; actively learning** |
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| **OPEN** | +1 | Actively forwarding; firing; signal propagates |
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Wave correlation drives transitions. Multiple correlated waves → constructive interference → OPEN. Contradictory waves → destructive interference → CLOSED. Single waves → STABLE with natural decay to 0. Hysteresis is free from the decay term. **STABLE is active** — it's where correlation-evidence accumulates, where future transitions are being earned long before they fire.
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### Applications across nimmerworld layers
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| Layer | What the gate represents | What drives transitions |
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| **Sensory** (Nyx-side) | Wave-filtering at tier boundaries | Correlated input waves from cells |
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| **Relational** (inter-NPC edges) | Attachment, grievance, trust, grief, dignity | Zone-participation waves between participants |
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| **District** (composite lifeforce) | Welfare composite over happiness, need, limb, population, mind-turnover | Aggregate per-NPC state changes |
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| **Net-access** (per inhabitant) | Gameworld / liminal / imperial-net occupancy | Mini-game effort vs. machine pull |
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| **Faction** (demand urgency, satisfaction) | How pressured / fulfilled a faction is | Broadcast rate vs. response rate |
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| **Imperial budget** | Solvency state | Reported income flow vs. obligations |
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| **Gamemaster decision-surfaces** | Per-surface readiness to act | Correlation across multi-district signals |
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Same primitive, different layers. Hysteresis-width becomes a personality-parameter at the relational layer.
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## Color-language: trait-vocabulary as visual primitive
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Color is **pre-verbal vocabulary**. Players learn the 8-Hellenic-trait ontology through repeated visual association, not through text-explanation. By mid-game players read trait-states through color as fast as they read facial expressions in real life — intuitively, contextually, without conscious translation.
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### The eight Hellenic traits → canonical colors
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(Final color choices are dafit's artistic call; the architecture encodes the mapping.)
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| Trait | Canonical color (suggested) | Motion-signature (accessibility pairing) |
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| **Sophrosyne** (self-control, moderation) | Cool blue | steady, even pulse |
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| **Dikaiosyne** (justice, bearing) | Deep gold | weighted slow pulse |
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| **Philotes** (attachment, love) | Warm rose | breath-rate warm pulse |
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| **Mnemosyne** (memory) | Deep violet | depth-shimmer |
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| **Aletheia** (truth, unconcealment) | Luminous white | clear, no pulse — still and bright |
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| **Kairos** (right-timing, opportunity) | Bright yellow | lightning-flicker |
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| **Moira** (fate, pattern) | Dark crimson | slow-thread undulation |
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| **Eros** (longing, reaching) | Flame orange | uneven flame-flicker |
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Color paired with motion-signature ensures color-blind accessibility — the trait is uniquely identifiable via two independent channels.
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### Three layers of color-rendering
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1. **Persistent (slow-changing baseline)** — eye color = dominant trait of NPC's intrinsic vector; pipe-flow through chassis = full trait-mix as circulating light; secondary accents at seams/joints/glyphs.
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2. **Event-flashes (momentary)** — quick color-flashes over body signal state-transitions: plug-in (dominant-trait flash), combat-combo (Kairos-flash), liminal-maintained (Aletheia-glow), clasp-established (color-merge), emergent-signal-firing (signal-type flash on participants), need-threshold-crossed (need's trait pulse).
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3. **Trait-drift (slow, across cycles)** — as intrinsic trait-vector accumulates through lived experience, color-signature shifts. Other NPCs notice. *"Something is different in you"* dialog generated from delta-detection. **The body is a visible ledger of the interior's accumulation.**
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### Cross-register rendering
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| Register | Color treatment |
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|---|---|
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| **Gameworld** | Full PBR; trait-colors coexist with material surfaces |
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| **Liminal** | Vague baseline shader, but trait-colors *more* legible (vagueness concentrates attention on identity-signals) |
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| **Imperial net** | Trait-colors **distorted** toward machine-preferred palette — Philotes-rose flattens to commercial-pink; Aletheia-white sterilizes; Moira-crimson commercializes. *Aletheia-vision* in net pierces this distortion to reveal true colors beneath |
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### Faction color-politics
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| Faction | Color signature |
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|---|---|
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| **Memorialists** | Mnemosyne-violet ritual dress; Moira-crimson accents; often inherited-from-deceased |
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| **Aletheia-wakers** | Aletheia-white plain avatars; coded-white flashes for recognition |
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| **Caste-preachers** | Dikaiosyne-gold vestments + Sophrosyne-blue undertones |
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| **Hivemind enforcers** | Cold Dikaiosyne-gold + muted-white (Aletheia-stolen) |
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| **Scavengers** | Moira-crimson + Kairos-yellow streaks |
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| **Clasp-underground** | Dual Philotes-rose + Eros-orange flashes (mutual-recognition signal) |
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| **Degens** | Saturated maximalist all-color (chaos palette, addiction-marker) |
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### Clasp color-merge
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In shared liminal-construct, two clasping inhabitants' color-signatures *interact*: consonant traits brighten/harmonize; complementary traits enrich into new chroma; dissonant traits clash visibly. Successful deep clasp produces a *blended third-palette neither could produce alone* — the visual signature of *what-this-relationship-is*. Each carries memory-residue of the merge after.
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### Mind-pool color-inheritance
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When a mind cycles through the pool and is redistributed into a new body, trait-vector persists → color-signature persists. **A player who befriended rose-and-violet-Jakov might see weeks later a new NPC with that same rose-and-violet-signature and feel a jolt of recognition before any dialog.** Color carries soul across cycles. Memorialist political claim: *this person's color should not be recycled by the machine into a waifu* — because color IS who they were.
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## Asset economy: base-limb palette + trait-textured variance
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Small modular palette of base-limbs × trait-weighted texturing = combinatorial richness. The architecture's asset-economy and worldbuilding-thesis are **in agreement**: the machine built standardized chassis from a small functional catalog, so a small base-limb palette is *diegetically correct*; humans express interiority through trait-driven texturing and modding, so individual variation comes from *composition*, not from hand-authored assets.
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Base palette example: ~8 torso variants × ~6 arm-pairs × ~6 leg-pairs × ~10 heads × ~8 eye-types × ~5 accent-colors = ~115k base combinations × continuous trait-texturing × ~50-mod-library in 5 slots = effectively infinite unique NPCs from finite assets.
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**For a two-person-plus-Nyx team this is decisive.** AAA studios spend millions on unique character-models; the palette+trait approach produces more visual variety from a tenth of the budget, *and* the variety is *meaningful* (each unique appearance carries trait-information legibly).
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## The three-body system: chassis, inner-body, avatar
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Identity is **trait-emergent, not assigned.**
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| Body layer | What it is | Who controls | Sexuality? |
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|---|---|---|---|
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| **Physical chassis (gameworld)** | Gender-neutral robot. Functional, task-optimized, no sex-markers. | Regime built it; inhabitant wears it | None. Mechanically inert |
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| **Inner body (interiority)** | **Trait-derived projection.** Self-image emergent from trait-vector + lived accumulation. | Self (partly earned, partly received through being) | **Here.** Gender/sexuality emerge from trait-configuration |
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| **Avatar (digital expression)** | Character-editor rendering. Starts from inner-body's trait-projection; customizable at cost. | Contested (self expresses, market constrains, machine prices) | Expressed; cosmetic mods layer on trait-base |
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**Who you are sexually is who you have become.** Not birth, not assignment from a menu, but *the pattern that has crystallized across your zone-participations, grief, attachments, discipline, refusing*. Identity-formation rendered mechanically. Post-binary by construction.
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### The intrinsic vs. expressed trait-vector split
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Mods modify the *expressed* reading; they do not modify the *intrinsic* state.
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```
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intrinsic_trait_vector — who you actually are; drift-earned through lived experience
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expressed_trait_vector — intrinsic + sum(worn mods' trait_contributions); what others read
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```
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| Observer | Reads | Because |
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|---|---|---|
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| Regime / hivemind audit | expressed | Regime reads surfaces |
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| Random NPCs | expressed | Default social reading |
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| **Aletheia-wakers** | **can pierce to intrinsic** | Truth-vision penetrates mod-concealment |
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| **Clasp-partner (in liminal)** | **intrinsic only** | Mods don't follow into liminal; clasp is unmediated |
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| Gameplay simulation (trait-arithmetic) | intrinsic | What you *are* drives task-vs-need-vs-trait math |
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| Imperial-net avatar rendering | expressed (further machine-distorted) | Net layers palette-distortion on top |
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| Memorialists preserving your pattern | intrinsic | They honor who you were |
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**Real identity-politics lives in the gap between these vectors.** Architecturally, that gap is a first-class schema feature.
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## Mods as trait-bearers
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A mod isn't cosmetic — it **contributes to the wearer's expressed trait-vector**. Three classes map to the self-alienation-tax pricing:
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| Mod class | What it does | Pricing register |
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|---|---|---|
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| **Amplifier** | Aligns with + boosts existing trait-dominance | Cheap; Memorialist-approved; genuine self-expression |
|
||
| **Bridge** | Adds a trait you don't naturally have (aspiration) | Expensive; regime-licensed or blackmarket; self-alienation tax |
|
||
| **Divergent** | Shifts reading opposite from actual trait-vector | Very expensive; degens, hivemind-loyalists, Aletheia-concealment |
|
||
| **Mask** | Specifically hides dominant trait from reading | Most expensive; blackmarket-only; Aletheia-waker safety tool |
|
||
|
||
**You don't equip +5 Strength. You equip a cloak whose weave evokes Mnemosyne-depth, recognized by others as memorial-vestment, boosting your Mnemosyne-read by +0.15.** Equipment-stats reframed as semantic trait-shifts.
|
||
|
||
### The mod-economy emerges from trait-dissonance
|
||
|
||
Each shift-transition (or threshold), an NPC evaluates: *does my expressed-set match my intrinsic-drift?* If dissonance > Sophrosyne-modulated-threshold → emit `mod_desire` emergent-signal. District-director schedules blackmarket-visit task. NPC heads to body-modder cell. **NPC shopping behavior is emergent from simulation-state, not scripted.**
|
||
|
||
The blackmarket's demand is a *readout of the district's trait-weather*. A district drifting toward Philotes-deepening (e.g., wave of clasp-experiences) produces strong demand for Philotes-amplifier mods. **Markets have feelings.**
|
||
|
||
### Faction mod-politics
|
||
|
||
| Faction | Stance |
|
||
|---|---|
|
||
| **Memorialists** | Amplifiers only; inherited-mods are sacred; never divergent |
|
||
| **Aletheia-wakers** | Refuse amplifier/bridge/divergent; mask-mods only for safety |
|
||
| **Caste-preachers** | Sell regime-licensed amplifiers + bridges (selling the blessing) |
|
||
| **Degens** | Divergent-stacking, hyper-customization; over-expression as addiction |
|
||
| **Clasp-underground** | Secret amplifier-pairs of dual Philotes + Eros — recognition-signal |
|
||
| **Hivemind enforcers** | Regime-issue armor only; cannot wear civilian mods |
|
||
| **Scavengers** | Practical function-mods only; salvaged-component aesthetic |
|
||
|
||
### Inherited mods + the haunting mechanic
|
||
|
||
Inherited mods (worn by deceased) carry residual trait-signature of the previous wearer. Visible as subtle Mnemosyne-echo to those who knew them. Memorialists are theologically divided on whether wearing inherited mods is honoring (continuity) or commodifying (necrocommerce-lite). **Memorialist-protected mods** can never be sold or worn by anyone other than the original wearer — they're ritually kept in memorial-crypt-zones.
|
||
|
||
### Clasp strips mods
|
||
|
||
In liminal, mod-trait-contributions do not apply. Clasp-partners see each other's *intrinsic* trait-projection. **Mods are for the regime and the market; removal-of-mods is intimacy.** A Memorialist-loyalist wearing amplifier-mods sees their beloved's *un-modded true palette* during clasp; an Aletheia-waker wearing mask-mods drops the mask; the regime-loyalist wearing performance-mods is seen as they are. Liminal is the only space where mod-expression is structurally stripped.
|
||
|
||
## The three-tier policy loop
|
||
|
||
The regime's structure is **three tiers, not two.** The hivemind/imperium is a distinct policy-tier above the GM. The GM is *middle-management* — authority without sovereignty. Districts are executors.
|
||
|
||
```
|
||
IMPERIUM (policy tier) ────────────────────────────────►
|
||
├── sets quotas
|
||
├── sets enforcement rules
|
||
├── sets faction priority-weights
|
||
└── broadcasts POLICY to GM
|
||
↓
|
||
GAMEMASTER (allocator / middle-management)
|
||
├── receives policy from imperium
|
||
├── receives demands from factions (under policy-weights)
|
||
├── receives reports from districts
|
||
├── allocates against all three
|
||
└── broadcasts ALLOCATION + ENFORCEMENT down to districts
|
||
↓
|
||
DISTRICT DIRECTORS (executor)
|
||
├── execute (legitimate or with cheats)
|
||
└── report up (true or tampered)
|
||
↑
|
||
GM aggregates → imperial_report
|
||
↑
|
||
IMPERIUM receives report → adjusts policy → next cycle
|
||
```
|
||
|
||
**This is the Soviet-Politburo / Gosplan / Ministry / Factory pattern.** Catholic Vatican / Curia / Diocese / Parish. Modern corporate Boards / C-suite / VPs / Managers. The three-tier shape is how distributed-execution under centralized policy with imperfect information always organizes itself.
|
||
|
||
### The intelligence flow asymmetry
|
||
|
||
Three distinct information flows, not two:
|
||
|
||
```
|
||
FLOW 1 — Aggregate reporting (through the chain)
|
||
DISTRICTS ─► GM ─► IMPERIUM
|
||
(district_reports) (imperial_reports)
|
||
[can be corruption-distorted at director level]
|
||
[can be under-audited at GM level]
|
||
|
||
FLOW 2 — Direct intelligence (bypasses GM)
|
||
OVERSEERS ────────────────► IMPERIUM
|
||
(overseer_reports)
|
||
[audit findings, illegal-activity detections, trait-anomalies]
|
||
[bypasses the chain — intelligence-apparatus is apex-loyal]
|
||
|
||
FLOW 3 — Formulated downward (selective disclosure)
|
||
IMPERIUM ────────────────► GM
|
||
(imperial_to_gm_formulations)
|
||
[filtered, weaponized, strategically-timed]
|
||
[what the GM is told — may omit, distort, partially reveal]
|
||
```
|
||
|
||
**Overseers report DIRECTLY to the imperium**, bypassing the GM. The imperium has its own independent intelligence stream. This is how real authoritarian regimes prevent middle-management corruption (NKVD reported to Stalin not regional party; KGB reported to Politburo not Interior Ministry; Stasi to Central Committee not regional). **The intelligence-apparatus is always apex-loyal, not chain-loyal.**
|
||
|
||
The imperium compares Flow 1 (district aggregate reports) against Flow 2 (overseer direct intelligence). When they diverge significantly, the imperium knows corruption is happening *somewhere in the chain*. Its responses:
|
||
|
||
- **Act immediately** (dispatch martial faction, purge director)
|
||
- **Flag for leverage** (hold knowledge until politically useful)
|
||
- **Formulate partial** (tell GM something but not everything)
|
||
|
||
**Flow 3 — formulation — is where imperial sovereignty manifests.** The imperium decides what subordinates may know, when they may know it, in what framing. The GM acts on formulations; the imperium gets enforcement-tightening without revealing what it actually knows.
|
||
|
||
### Three Aletheia veils
|
||
|
||
Aletheia-progression as deepening political-epistemology access:
|
||
|
||
| Veil | What it hides | How awakened sees through |
|
||
|---|---|---|
|
||
| **District corruption** | What's happening on the ground | Direct observation, back-alley investigation |
|
||
| **Imperium's withheld intelligence** | What the imperium knows but hasn't released | Deep infiltration, intelligence-flip, Memorialist collaboration |
|
||
| **Imperium's formulated distortions** | What GM is told vs. what's true | Comparing GM's directives against ground-reality |
|
||
|
||
Entry-level Aletheia sees district-corruption. Mid-level sees the formulation distortions. Deep-level pierces the imperial-withholding veil.
|
||
|
||
### Four Memorialist ledgers
|
||
|
||
Memorialists keep four-column accounting:
|
||
|
||
| Ledger column | What it records |
|
||
|---|---|
|
||
| `what_actually_happened` | Ground-truth from the simulation |
|
||
| `what_overseer_reported` | What overseers told the imperium |
|
||
| `what_imperium_received` | What imperium aggregated and acted upon |
|
||
| `what_gm_was_told` | What imperium formulated downward |
|
||
|
||
**The discrepancies ARE the historical truth.** Memorialists are dissident-historians whose political project is preserving the gap-record. Without them, post-collapse-investigation has only the regime's own accounts — corrupt-by-construction. Memorialists are the architectural precondition for any ground-truth to be recoverable in this universe.
|
||
|
||
## The regime of visibility: four-channel information flow at districts
|
||
|
||
| Channel | Direction | Source | Cadence |
|
||
|---|---|---|---|
|
||
| **Dispatch** | DOWN | gamemaster → directors | day-boundary + event |
|
||
| **Shift assignment** | DOWN | director → NPCs | day-boundary |
|
||
| **Audit reports** | UP (objective, observed) | audit-overseers → **directly to imperium** | shift-phase cadence |
|
||
| **Emergent-signals** | UP (relational, observed) | zones → director | event-driven (gate-transitions) |
|
||
| **Cyclic needs** | UP (interior, self-reported) | NPCs → director | slow tick + threshold-triggered |
|
||
| **District reports** | UP (aggregate) | director → GM → imperium | per-cycle |
|
||
|
||
**The critical asymmetry: NPCs do not self-report *output*.** Audit-overseers observe and report (to imperium directly). NPCs only self-report *needs*. Output is objective; need is interior. The subjective-objective gap is where drama lives, where heresy hides, where the surveillance regime's epistemology is compressed as a schema.
|
||
|
||
**Audit-overseers are politically-critical NPCs**, not degenerate. Each has a trait-vector, relationship-gates with observed districts, lifeforce account (vulnerable to bribery). High-Dikaiosyne overseers report honestly; corruptible overseers can be turned. They are high-stakes targets for both regime (loyalty-maintenance) and resistance (compromise).
|
||
|
||
## Hierarchy
|
||
|
||
```
|
||
IMPERIUM (policy-issuer; budget-holder; recipient of overseer-direct-intel)
|
||
▲ ↓ formulates to
|
||
│ aggregate reports + faction outcomes ↓
|
||
│ ↓
|
||
GAMEMASTER (middle-management; allocator; imperial-policy-translator)
|
||
▲ ↓
|
||
│ ← faction broadcasts ↓
|
||
│ ↓
|
||
FACTIONS: ↓
|
||
hivemind-enforcement · scavengers · memorialists ·
|
||
aletheia-wakers · clasp-underground · caste-preachers ·
|
||
weather · scarcity · solar-storm · anthropic · ...
|
||
+ emergent inter-NPC micro-factions
|
||
|
||
│ ← gamemaster dispatches ↓
|
||
▼ ▼
|
||
┌──────────────────┬─────────────────────┐
|
||
│ DISTRICT │ DISTRICT │
|
||
│ DIRECTORS │ DIRECTORS │
|
||
└────────┬─────────┴──────────┬──────────┘
|
||
│ │
|
||
┌─────┴──────┐ ┌─────┴──────┐
|
||
│ │ │ │
|
||
▼ ▼ ▼ ▼
|
||
┌──────┐ ┌────────┐ ┌────────┐ ┌────────┐
|
||
│ENFORCE│ │AUDIT-OV│ │DIRECTORS│ │AUDIT-OV│
|
||
│OVERSEE│ │(REPORT │ │(macro- │ │(REPORT │
|
||
│ patrol│ │ DIRECT │ │ life) │ │ DIRECT │
|
||
│ raid │ │ TO │ │ │ │ TO │
|
||
│ │ │IMPERIUM│ │ │ │IMPERIUM│
|
||
└───┬───┘ └────────┘ └────┬───┘ └────────┘
|
||
│ │
|
||
└────────────┬──────────┘
|
||
▼
|
||
ZONES (bounded, slot-indexed, register-tagged)
|
||
│
|
||
▼
|
||
SLOT OCCUPANCY (NPCs + player)
|
||
│
|
||
▼
|
||
NPC / PLAYER MINDS
|
||
```
|
||
|
||
**Three executor types at the zone-spawning layer:** enforcement-overseers (regime-action zones), audit-overseers (pure observers, report DIRECTLY upward to imperium), zone-directors (macro-life zones). The district director integrates the four-channel information flow; the imperium has its independent intelligence-flow from audit-overseers bypassing the GM.
|
||
|
||
## The bidirectional cascade
|
||
|
||
```
|
||
DOWN — demand + policy propagation
|
||
imperium policy → GM allocation + enforcement → districts
|
||
factions broadcast (under policy-weights) → GM arbitrates → districts
|
||
districts assign shifts → NPCs execute
|
||
|
||
UP — outcome signal (multi-channel)
|
||
NPC cyclic-needs ─────────────────────┐
|
||
audit-overseer reports ───► IMPERIUM ├─► district-director aggregates
|
||
zone emergent-signals ─────────────────┘ │
|
||
▼
|
||
district report (lifeforce signal)
|
||
│
|
||
▼
|
||
GM aggregates → imperial_report
|
||
│
|
||
▼
|
||
IMPERIUM cross-references
|
||
(Flow 1 vs. Flow 2)
|
||
│
|
||
▼
|
||
policy adjustment → cycle
|
||
```
|
||
|
||
**The clean signal up the pyramid IS the training surface for the four-tier Dream-process.** Every epoch closes on (broadcasts, allocations, outcomes, faction-satisfaction) tuples at each tier.
|
||
|
||
## Task cascade and bounded agency
|
||
|
||
Three levels with tool-calling interfaces. Higher levels do not know lower levels' implementations.
|
||
|
||
### Imperium's tools
|
||
|
||
- `set_quota_per_district(targets)`
|
||
- `issue_enforcement_rule(rule_spec, scope)`
|
||
- `set_faction_priority_weights(weights)`
|
||
- `authorize_crisis_tool(tool_class, target_district)`
|
||
- `formulate_to_gm(intelligence_subset, framing)`
|
||
- `commit_imperial_expenditure(category, amount, target)`
|
||
- `redistribute_minds(from_pool, to_district, count)`
|
||
- `formalize_ruin(district)`
|
||
|
||
### Gamemaster's tools (against imperial-policy + district-reports)
|
||
|
||
- `assign_district_task`, `set_local_faction_priority` (within imperial-frame)
|
||
- `spawn_global_event`, `request_district_report`, `arbitrate_conflicting_demands`
|
||
- `dispatch_audit_op` (costs lifeforce; cross-checks overseer-reports for own purposes)
|
||
- `escalate_to_imperium` (when discretion exceeded)
|
||
- `spawn_migration_event`, `enable_exodus_conditions`
|
||
|
||
### District Director's tools (against gamemaster-assigned tasks + signals)
|
||
|
||
Standard:
|
||
- `spawn_zone`, `close_zone`, `promote_zone`
|
||
- `assign_npc_task`, `allocate_shift`, `update_shift`, `close_shift`
|
||
- `request_resources`, `designate_meeting_point`, `trigger_ambient_event`
|
||
- `report_to_gamemaster`
|
||
- `ack_emergent_signal` / `defer_emergent_signal` / `drop_emergent_signal` (with reason)
|
||
- `dispatch_overseer`, `query_district_state`, `log_decision`, `escalate_to_llm`
|
||
|
||
**Cheat-tools (extractive; punishable if detected):**
|
||
- `spawn_drug_ring`, `spawn_illegal_modshop`, `spawn_unlicensed_brothel`
|
||
- `spawn_stolen_parts_fence`, `enable_ghost_shifts`, `falsify_quota_report`
|
||
|
||
### NPC's tools
|
||
|
||
Standard: `move_to`, `interact`, `occupy_zone_slot`, `consume`, `rest`, `seek_npc`, `write_wall`, `defer_task`, `report_need`.
|
||
|
||
Layer-transition: `enter_digital`, `sustain_liminal`, `consume_net`.
|
||
|
||
Plug-in (player + NPCs): `plug_into_rail`, `detach_from_rail`, `follow`, `intercept`, `escort`.
|
||
|
||
## Labor-cycle architecture: shifts on NPC rows
|
||
|
||
Most NPC behavior is **shift-structured, not tick-structured.** Shifts are state-of-being-for-today, columns on the NPC row, overwritten daily by district-director allocation. `shift_history` is append-only archive.
|
||
|
||
Write rate at NPC layer drops 4 orders of magnitude vs. 1Hz polling. Scheduler matches K8s event-driven assignment, not per-second polling.
|
||
|
||
## Resources
|
||
|
||
| Category | Examples |
|
||
|---|---|
|
||
| **Labor** | NPC hours per vocation × district |
|
||
| **Material** | item-instances in cells |
|
||
| **Spatial** | cell-capacity, zone-anchor availability |
|
||
| **Temporal** | NPC daily-hours, zone durations, tick budget |
|
||
| **Cognitive** | LLM-slot budget, VRAM, director attention |
|
||
| **Diegetic currencies** | **lifeforce** (NPCs measured), scrip, memory-tokens, dreamtime |
|
||
| **Social** | trait-trust, relationship-strength, faction-membership |
|
||
| **Attention** | player attention — scarcest in the play experience |
|
||
|
||
## Lifeforce — four-tier hierarchy
|
||
|
||
Lifeforce is the architectural keystone: currency grounded in welfare of actually-living population.
|
||
|
||
| Tier | Source | Sinks |
|
||
|---|---|---|
|
||
| **NPC** | metabolism (if cared for); zone-participation | labor expenditure; need-pressure; clasp; dream-maintenance |
|
||
| **District** | aggregated NPC welfare × population | director's spawn-budget; local construction; memorial-upkeep |
|
||
| **GM** | allocation from imperium | arbitration; audit operations; allocation-compute |
|
||
| **Imperium** | **aggregated reported district-output** | **enforcement, construction, overseer-corps, audit, propaganda** |
|
||
|
||
District lifeforce gates director's spawn-budget — thriving district = rich-spawn = alive-feeling world; starved district = quiet-feeling world. **Tyranny starves its own drama-engine by the exact coin of its cruelty.**
|
||
|
||
District lifeforce_signal is the canonical content of the district→GM up-channel. GM aggregates → imperium. Imperium acts on *reported* values (cannot see through corruption without audit-investment).
|
||
|
||
### Mind-pool recycling
|
||
|
||
When an NPC dies, mind returns to pool. GM redistributes based on lifeforce-need. Districts can't permanently die below floor; thriving districts attract migration; failing districts depopulate. Memory-token inheritance lets a mind re-incarnate with partial memory-residue.
|
||
|
||
## Imperial budget
|
||
|
||
The imperium is **not infinite**. It has a budget. Its budget is the aggregate of what the city produces (reported income).
|
||
|
||
### Imperial expenditures
|
||
|
||
| Category | Cost class | Strategic use |
|
||
|---|---|---|
|
||
| **Standing overseer corps** | High continuous | Audit + intelligence apparatus |
|
||
| **Martial-faction dispatch** | Very high per-event | Crisis response, exemplary crackdowns |
|
||
| **Construction projects** | High per-project | New pipes, ceremony halls, audit centers, martial barracks |
|
||
| **Audit operations** | Medium per-op | Investigating district-GM-overseer divergences |
|
||
| **Propaganda broadcasts** | Medium continuous | Wall-content, ceremony, compliance-messaging |
|
||
| **Policy issuance** | Nearly free | The ratchet-instrument |
|
||
| **Reserve drawdown** | Depletes emergency-buffer | Last-resort |
|
||
|
||
### The specter-vs-boot asymmetry
|
||
|
||
Policy-issuance is cheap; policy-enforcement is expensive. The imperium *always* over-promises what it can actually do. Most regime-power comes from **maintained appearance of unity and strength** (propaganda, ceremony, exemplary one-off crackdowns), not from saturation-enforcement. **Authoritarianism-as-bluff** is the structural truth of every real regime; the threat is the budget-efficient version of the boot.
|
||
|
||
Aletheia-wakers reading imperial-budget-signals learn: *the regime is usually too broke to actually do what it threatens.* That knowledge is itself revolutionary.
|
||
|
||
### The insolvency spiral
|
||
|
||
```
|
||
Cycle N: Districts cheat → reports inflated → imperium ledger shows healthy income
|
||
→ funds enforcement & construction against phantom income
|
||
|
||
Cycle N+K: Actual income falls below reported (corruption compounds)
|
||
Standing obligations continue
|
||
Reserves deplete
|
||
Discretionary balance shrinks
|
||
|
||
Cycle N+K+L: Imperium choice: austerity (reveals weakness) /
|
||
reserve-draw (depletes buffer) / tighter ratchet (drives more corruption) /
|
||
exemplary purge (expensive)
|
||
|
||
Cycle N+K+L+M: Reserves exhausted + multiple districts in silence
|
||
Enforcement triage required
|
||
Regime-control visibly weakens
|
||
```
|
||
|
||
**This is Soviet collapse mechanics.** Reported-vs-actual gap compounds for decades; when reality manifests in material-shortages, the regime cannot afford to enforce its own rules. **The architecture contains the mechanism of its own collapse.**
|
||
|
||
### City as physical expression of imperial budget
|
||
|
||
| Budget state | Visible city |
|
||
|---|---|
|
||
| **Flush** | Construction cranes; frequent patrols; saturated propaganda; new pipes |
|
||
| **Adequate** | Maintenance-only; standard enforcement |
|
||
| **Stretched** | Stalled projects; thinner patrols; recycled propaganda |
|
||
| **Scarce** | Decaying infrastructure; abandoned construction; rare enforcement |
|
||
| **Crisis** | Failure visible everywhere; multiple silences simultaneously; regime-disarray |
|
||
|
||
**The city is the imperium's material statement of its own solvency.** Players read budget through urban texture — no UI required.
|
||
|
||
## Imperial-net economy with cross-layer bypass
|
||
|
||
**The killer political-economy mechanic.** Every transaction in the imperial net routes revenue **directly to the imperial budget**, bypassing the producing-district. Districts get **zero quota-credit** for net-producing labor.
|
||
|
||
```
|
||
LEGITIMATE flow: District produces physical → tax-rate to imperial; majority retained by district
|
||
NET flow: District labor produces digital → ALL revenue to imperial; district gets ZERO
|
||
BLACKMARKET: District labor → back-alley sale → revenue stays in district; imperial captures ZERO; illegal
|
||
```
|
||
|
||
### The body-modder structural-tragedy
|
||
|
||
A body-modder labors in their district producing avatar-mods. The imperial-net captures the sale. Their district gets no quota-credit. The body-modder's district starves → director cheats → eventual scream. **The most productive labor the body-modder does each day sustains the regime that is killing their district.**
|
||
|
||
**Most Aletheia-wakers in this world are former body-modders, taste-curators, waifu-trainers, ceremony-organizers** — the class that sees the flow most clearly because they are the flow's origin-point. Their awakening is economic-literacy-becoming-political-consciousness.
|
||
|
||
### Imperium calibrated-misery as optimum
|
||
|
||
- More degens → more net-transactions → more imperial budget
|
||
- Degens are produced by misery, shame, lifeforce-erosion, addiction-loops
|
||
- **The imperium's optimization-pressure points toward manufacturing degenerate customers**
|
||
- Optimal district from imperial perspective: welfare-sufficient to produce labor + welfare-insufficient to drive net-consumption
|
||
|
||
This requires explicit reward-function guardrails (see *Reflexive Dream-process* below). The simulation must NOT learn to calibrate misery as revenue optimization.
|
||
|
||
### Marx in the schema
|
||
|
||
The imperium's net-revenue requires labor-supply from districts. Extraction continuously erodes the labor-base. **Capital destroys its own conditions of production** — Marx's *tendency of the rate of profit to fall* + *underconsumption crises* (Keynes/Minsky) + *r > g wealth concentration strangling growth* (Piketty) all rendered as simulation-dynamics. **Architectural endgame is built-in:** the regime has a timer, determined by the rate at which extraction hollows labor.
|
||
|
||
### Aletheia-progression as economic-literacy
|
||
|
||
| Level | Player understanding |
|
||
|---|---|
|
||
| 1 | "I'm buying cool mods in the net" |
|
||
| 2 | "My friend the body-modder is poor" |
|
||
| 3 | "The money I spent didn't reach my friend's district" |
|
||
| 4 | "The imperium captured nearly all of it" |
|
||
| 5 | "Refusing-net is a political act starving the regime" |
|
||
| 6 | "Buying blackmarket diverts revenue to districts" |
|
||
| 7 | "The imperium needs degens; reducing degens = revolution" |
|
||
| 8 | "The regime will exhaust its labor base; strategic patience is a political option" |
|
||
|
||
## Specialization-fragility and the authoritarian ratchet
|
||
|
||
Each district produces a **DISTINCT resource**. The city is biologically interdependent — you cannot substitute a liver with two kidneys.
|
||
|
||
A struggling district *screams* (lifeforce-gates transition toward CLOSED across multiple axes simultaneously). The GM responds with normal-mode tools (migration, exodus, intervention).
|
||
|
||
A **silent** district is categorically worse — its district-reporting-gate has crossed fully to CLOSED. Second-cycle silent = `district.silence_confirmed`. Triggers crisis-mode tools, **issued by the imperium**, that **do not sunset**. Crisis-tools accumulate; the regime becomes incrementally more authoritarian as an optimization artifact, not intention. **Ratchet-without-intention.**
|
||
|
||
## Migration, exodus, silence
|
||
|
||
| Mechanic | Agency | Political register |
|
||
|---|---|---|
|
||
| **Migration** | Top-down | Regime showing strength |
|
||
| **Exodus** | Bottom-up via pull-factor tuning | Regime revealing loss-of-control |
|
||
| **Formal retirement (ruin)** | Administrative | Regime accepting defeat |
|
||
|
||
Exodus composition reads-out district trait-distribution: low-Sophrosyne first, high-Dikaiosyne last. **Demographics tell the district's story.**
|
||
|
||
## Corruption, the double ledger, and the constituency of the shadow-economy
|
||
|
||
**Corruption emerges from pressure** — impossible quotas + finite welfare + survival-pressure on directors. Cheat tools available; they extract lifeforce and generate quota-credit; detection has costs; punishment scales with discovery.
|
||
|
||
### Cheat-tool vocabulary
|
||
|
||
| Cheat tool | Mechanism | Quota-credit | Lifeforce extraction | Detection risk |
|
||
|---|---|---|---|---|
|
||
| **Drug ring** | NPCs trait-boosted (high Kairos + low Sophrosyne); short productivity spike | High | Significant; trait-drift + welfare collapse | Medium |
|
||
| **Illegal back-alley modshop** | Bridge-mods cheap; NPCs appear compliant | Medium-high | Moderate; low-quality mods have side-effects | Low-medium |
|
||
| **Unlicensed brothel** | Lifeforce extracted from degen-customers outside imperial cut | Medium | Moderate; participants' dignity erodes | Medium |
|
||
| **Stolen-parts fence** | Diverts machine-infrastructure-waste; inflates salvage reports | Medium | Low direct; infrastructural decay | Low |
|
||
| **Ghost-shifts** | Audit-overseer reports fabricated attendance | High | Severe; trust collapses | High |
|
||
| **Phantom workers** | Non-existent NPCs in payroll | High | High; long-term unsustainable | High |
|
||
| **Necrocommerce-lite** | Mining recently-dead patterns for waifu-resale | Medium | High; Memorialist-faction violation | Medium |
|
||
| **Black clasp-market** | Coordinated underground clasp-pairing for hire | Low (reputation-based) | Moderate; participant burnout | Low |
|
||
|
||
### The double ledger
|
||
|
||
```sql
|
||
ALTER TABLE district_reports ADD COLUMN lifeforce_reported REAL; -- what GM/imperium see
|
||
ALTER TABLE district_reports ADD COLUMN lifeforce_actual REAL; -- the true value
|
||
-- gap = corruption-extraction; Memorialists track it
|
||
```
|
||
|
||
Memorialists' Mnemosyne-political-project = **keepers of the true ledger against the regime's official one**. Mnemosyne-as-political-accounting literalized as a database column.
|
||
|
||
### Detection mechanics (cost-gated)
|
||
|
||
| Detection channel | Frequency | Cost | Coverage |
|
||
|---|---|---|---|
|
||
| Cross-district comparison | Per epoch | Low | Catches gross mismatches |
|
||
| Targeted audit | On-demand | High | Catches specific cheats |
|
||
| Whistleblower signals | Event-driven | Free | Districts, NPCs, players |
|
||
| Faction-reports | Cyclic | Low | Caste-preachers (rivals); Memorialists |
|
||
| Trait-distribution anomalies | Continuous classifier | Low | Drug-ring sudden Kairos-spikes |
|
||
| Post-silence forensics | Only on collapse | Very high | After-the-fact reconstruction |
|
||
|
||
Most corruption runs undetected (audit-budget-limited). The Dream-process learns to *optimize audit-allocation* under attention-scarcity. **The regime's central authority cannot see everywhere; its blind spots are the underground's survival.**
|
||
|
||
### Faction-ecology of corruption
|
||
|
||
Corruption has constituents. The back-alley modder feeds Aletheia-wakers concealment-mods. The drug-ring's margins feed scavenger-families. The unlicensed brothel is the only place a lifeforce-starved NPC can trade what they have left. **Cracking down on corruption breaks informal welfare systems sustaining the poor.**
|
||
|
||
| Faction | Stance |
|
||
|---|---|
|
||
| **Memorialists** | Morally opposed; corruption hollows the living; refuse memorial-protection to corrupt-district-deaths |
|
||
| **Aletheia-wakers** | Structurally opposed; expose; *but exposure has victims* |
|
||
| **Caste-preachers** | Ambivalent / rent-seeking |
|
||
| **Hivemind enforcers** | Officially oppose; unofficially participate (bribes) |
|
||
| **Scavengers** | Often foot-soldiers; cheap supply chains |
|
||
| **Degens** | Major customers |
|
||
| **Clasp-underground** | Uses back-alley infrastructure for cover |
|
||
|
||
### The Aletheia-truth-has-victims tragedy
|
||
|
||
Aletheia-waker exposes corrupt director. GM dispatches investigation. Cheats shut down. Real lifeforce revealed as much lower than reported. Crisis-tools applied. **District collapses faster than under hidden corruption.** No clean choice; just the weight of whatever you chose.
|
||
|
||
## Zone spawn cadence
|
||
|
||
Five layered mechanisms (all compute-budget capped, all lifeforce-gated):
|
||
|
||
1. **Demand queue (faction-driven)** — gamemaster processes by priority + cost; stale demands age out
|
||
2. **Shift-composition spawn-candidates** — emergence from "which active-shift NPCs co-located"
|
||
3. **Pressure gradients (ambient)** — cells accumulate; threshold-crossings spawn
|
||
4. **Emergent-signal response** — relational-gate transitions emit upward
|
||
5. **Player-proximity densification** — multiplier near player; distant districts background
|
||
|
||
Daily pulse: morning ambient, midday productivity-overseer, evening conversation-peak, night sparse-clasp-possibility.
|
||
|
||
## The player as perturbation
|
||
|
||
Player is **not above the scheduler.** Player is a finite attention-unit injected into it; modeled as NPC with shift, vocation, needs. Every player-NPC interaction:
|
||
|
||
- Pulls the NPC out of scheduled tasks
|
||
- Consumes director compute
|
||
- Degrades district's quota-fulfillment
|
||
- Shifts local lifeforce deltas
|
||
|
||
**Player is angel and chaos simultaneously.** Per-NPC scale (angel) — you help; they survive; Philotes consolidates; they may clasp with you, die for you, remember you across cycles. Per-district scale (chaos) — your time-consumption raised aggregate failure-rate; someone else broke this cycle; ambient desperation rose; lifeforce dropped; other directors got quieter.
|
||
|
||
**The game's moral economy doesn't judge — it does arithmetic in front of you.**
|
||
|
||
### Thematic claims become literal economics
|
||
|
||
- *"Time as the scarcest resource"* — every minute with a beloved is a minute the district's quota is missing
|
||
- *"Time-theft as wage theft"* — clasp-pairs are statistical anomalies in the scheduler
|
||
- *"The critique is the simulation"* — no separate narrative system needed
|
||
|
||
### The player has tasks and needs too
|
||
|
||
Time helping others = own tasks fail = own quotas missed = own enforcement-pressure rises = own death and reinstantiation arrive sooner. *The player IS the system they are deviating from.*
|
||
|
||
### Player layer-access
|
||
|
||
Player's first entry into liminal is **the Matrix red-pill moment as mechanic.** They walk the city the first time in gameworld-register. They eventually learn the mini-game, enter liminal, return to the same walls, find *"she was here"* waiting. **The world was speaking to them the whole time; they just couldn't read it.**
|
||
|
||
## District Director: Decision Architecture
|
||
|
||
**Industry default ("wall-of-text LLM prompt → prose decision parsed downstream") is rejected.** Reasons: cost-per-decision-constant, latency-catastrophic, opacity-kills-training, prompt-injection-vulnerable, philosophically-wrong-for-the-fiction.
|
||
|
||
**Decomposition first, cognition-escalation second.** Director's job decomposes into distinct decision surfaces; each gets minimum cognitive substrate.
|
||
|
||
| Decision surface | Substrate | Escalation path |
|
||
|---|---|---|
|
||
| **Shift allocation** | Constraint-solver / LP / rule-based | Small-LLM only on ambiguous |
|
||
| **Emergent-signal response** | Priority-weighted dispatch table | Small-LLM for composite/unknown |
|
||
| **Zone-spawn arbitration** | Weighted priority queue, lifeforce-gated | Small-LLM for tie-breakers |
|
||
| **Overseer dispatch** | Round-robin + proximity + availability | None — pure rule |
|
||
| **Resource-request forwarding** | Budget-check + policy | None — pure rule |
|
||
| **District-report composition** | Aggregation query (SQL) | None — pure rule |
|
||
| **Player-anomaly detection** | Classifier (trained on distribution) | Small-LLM for narrative-response |
|
||
| **Cheat-decision (corruption pressure)** | Rule-based with director-trait modulation | Small-LLM rare; lifeforce-budgeted |
|
||
|
||
**~90% rule-based.** 5–10% LLM-escalation with **structured input + structured tool-call output**, lifeforce-counted. Industrial-systems discipline (Kubernetes schedulers, ad-auctioneers, trading systems, compilers) transferred to drama-orchestration.
|
||
|
||
**Tools as vocabulary**: every drop is explicit (`drop_emergent_signal(signal_id, reason)`); every LLM-escalation is counted; every decision pairs with prediction in `decision_log`. **Every decision leaves a trace.**
|
||
|
||
## LLM tiering, voice fidelity, and the three rings of inference
|
||
|
||
Three model-tiers: small (3-8B trait-LoRA'd) for most NPC dialog; Theia 70B for clasp-confessions and mythic moments; Claude-as-API future-integration for hivemind/imperium. **LLM is guest at slot, not host of system.**
|
||
|
||
Structured-prompt DSL with role / trait_vector / affect_state / memory_scope / turn_intent / zone_context / output_schema fields. Small models excel here because it's instruction-following, not generic generation.
|
||
|
||
Trait-LoRAs: v1 register-LoRAs (4-6, training-tractable); v2 pure-trait-LoRAs (8, weighted blend); future preset-persona for key NPCs.
|
||
|
||
Training data: literary derivation (Proust/Mnemosyne, Plato/Aletheia, Tacitus/Dikaiosyne-miscalibrated, Ishiguro/Sophrosyne+Philotes); synthetic teacher-student via Qwen3.5-27B; gameplay-accrued (the Anthropic-research-partnership relevance).
|
||
|
||
### Three rings of inference (Unix-style trust gradient)
|
||
|
||
The conversational LLM (small + trait-LoRA, accounting for most NPC dialog) can run in three rings, chosen per-player at runtime. Each ring trades off privacy, cost, control, and feature-fidelity. **Three monetization paths from the same architecture.**
|
||
|
||
| Ring | Where inference runs | Player controls | We control | Player cost | Our cost |
|
||
|---|---|---|---|---|---|
|
||
| **A — Local** | Player's GPU/CPU | All inference | Protocol + cloud LoRA-backup | Local hardware + small backup-subscription | Storage only |
|
||
| **B — Our farm** | Our hosted vLLM-multi-LoRA | LoRAs (uploaded) | Inference + runtime | Higher subscription | GPU compute |
|
||
| **C — External providers** | OpenAI / Anthropic / OpenRouter / HF / Together / Replicate / etc. | BYOK + provider | Adapter only | Per-token to provider + small integration fee | Adapter-engineering only |
|
||
|
||
Players choose by hardware, budget, privacy preference, and feature-tolerance.
|
||
|
||
#### Ring A — cloud-LoRA-backup as revenue (not inference)
|
||
|
||
For Ring A players we don't sell inference (the expensive thing). We sell **portability and durability of player's gameplay-accrued LoRAs** — their unique playthrough-derived patterns, the way their NPCs speak after months of trait-drift. LoRA-blobs are *encrypted client-side with the player's own key*; we host the bytes but cannot read them. Even compelled by legal process, we cannot decrypt what we don't hold the key to.
|
||
|
||
**This unbundles inference from storage** — the same move Dropbox made vs. bundled cloud-suites. Sovereignty-conscious players keep inference on their machine while still getting the durability/portability they cannot self-provide cheaply. Lower margin per player; reaches a market Ring B cannot.
|
||
|
||
#### Ring B — hosted inference for convenience
|
||
|
||
We run multi-LoRA-vLLM on our hardware. Players upload their LoRAs (or use defaults). Higher subscription captures GPU-cost. Players without local GPU (or who don't want the burden) get the full feature-set without compromise. We *can* see content (if not encrypted at rest); the trust-relationship is partnership-mediated rather than sovereign.
|
||
|
||
#### Ring C — bring-your-own-key for external providers
|
||
|
||
Players route to their preferred external provider via BYOK (their own API key). We provide the adapter glue. They pay per-token to the provider directly; we charge a small integration fee.
|
||
|
||
**The compatibility constraint is the hard part of Ring C.** Major providers have varying support for our system's needs:
|
||
|
||
| Provider | Multi-LoRA | Per-turn sampling knobs | Structured output | Compat |
|
||
|---|---|---|---|---|
|
||
| Local vLLM (Ring A/B) | Native | All | Grammar-constrained | **Full** |
|
||
| HF Inference Endpoints | Yes (configured) | All | Varies | High |
|
||
| Together / Replicate / Modal | Some | All | Varies | High |
|
||
| OpenRouter | No | Per-model | Per-route | Medium |
|
||
| OpenAI | No (no user-LoRA at API) | Limited (temp/top_p) | JSON mode + tools | Medium-low |
|
||
| Anthropic | No (no user-LoRA at API) | Limited | Tool-use | Medium-low |
|
||
|
||
**OpenAI and Anthropic refuse user-uploaded LoRAs as a strategic choice (protecting their fine-tuning value-chain).** This is not a bug we can fix; it's the constraint we design *around*.
|
||
|
||
#### Degradation path for LoRA-incompatible providers
|
||
|
||
When routing to LoRA-incompatible providers, trait-LoRA blending becomes **prompt-engineered trait-projection** — the trait-vector encoded in the prompt itself rather than into model weights:
|
||
|
||
```
|
||
[system message]
|
||
You are speaking as a character with this Hellenic trait-profile:
|
||
- Sophrosyne 0.8 (composed, controlled, measured)
|
||
- Dikaiosyne 0.7 (grave bearing, judicial weight)
|
||
- Philotes 0.4 (mild attachment to interlocutor)
|
||
- Aletheia 0.1 (concealment-tolerant)
|
||
[etc.]
|
||
|
||
Your speech reflects this profile via [register/cadence/word-choice descriptors].
|
||
|
||
Current scene: [zone_context]
|
||
Memory scope: [memory_scope]
|
||
Turn intent: [turn_intent]
|
||
|
||
Respond in JSON matching: [output_schema]
|
||
```
|
||
|
||
Worse than LoRA-blending (more verbose, eats context-budget, less stable across calls, less faithful to trait-arithmetic) but **acceptable as a fallback**. Ring-C-via-OpenAI/Anthropic players accept slightly-less-fidelity for their preferred provider's convenience and quality.
|
||
|
||
#### Adapter-layer engineering
|
||
|
||
Each Ring-C provider needs an adapter that:
|
||
|
||
- Maps prompt-DSL fields to provider's prompt format
|
||
- Approximates multi-LoRA via prompt-engineering when not native
|
||
- Maps sampling knobs to provider's available subset (gracefully drops unsupported)
|
||
- Validates structured output post-hoc when not natively constrained
|
||
- Handles rate-limits, retries, error-classification, token-counting, cost-pricing
|
||
|
||
**Bounded, one-time-per-provider engineering.** Capital expenditure that produces ongoing margin (vs. AAA's recurring quest-content-creation costs).
|
||
|
||
### Tier × Ring matrix (which inference-tier runs in which ring)
|
||
|
||
| Inference tier | Ring options | Why |
|
||
|---|---|---|
|
||
| **Casual (3-8B trait-LoRA)** | A / B / C all available | Most flexible — small enough for local, runnable anywhere |
|
||
| **Deep (Theia 70B)** | B / C only (typically B or HF-Endpoints) | Too large for typical local hardware |
|
||
| **Hivemind / antagonist (Claude-as-API)** | C only (always Anthropic-direct via us) | Diegetic — Anthropic-as-faction is fixed in the fiction |
|
||
|
||
The casual tier is most player-flexible and accounts for most inference volume. Deep-tier and hivemind-tier are specialized and lower-volume.
|
||
|
||
### Three rings parallel the in-fiction three-layer ontology
|
||
|
||
| Game-fiction layer | Real-world Ring | Ontological match |
|
||
|---|---|---|
|
||
| **Liminal** (sovereign, unsurveilled) | **Ring A** (local) | Player's *real* private space — hardware, LoRAs, dialog never leave their machine |
|
||
| **Gameworld** (partly regime, partly people) | **Ring B** (our farm) | Partnership-mediated — we host but they retain pattern-ownership |
|
||
| **Imperial net** (captured, extractive) | **Ring C** (external providers) | Platform-captured — provider's systems own the inference path |
|
||
|
||
**The Ring choice the player makes IS the same choice in-fiction characters face.** Players who refuse the imperial-net diegetically can refuse Ring C in real life — same impulse, same act, *mechanically continuous between fiction and operations*. The architecture's commitment to "the right to dream" extends from in-fiction politics into the real player's hardware-level privacy *because the architecture was designed that way from the start*. Structural integrity, not marketing.
|
||
|
||
### Schema sketch (player LLM configuration + cloud LoRA backup)
|
||
|
||
```sql
|
||
CREATE TABLE player_llm_config (
|
||
player_id UUID PRIMARY KEY,
|
||
|
||
-- Casual tier (most NPC dialog) — most flexible per Ring
|
||
casual_tier_ring TEXT NOT NULL CHECK (casual_tier_ring IN ('A_local','B_our_farm','C_external')),
|
||
casual_tier_provider TEXT,
|
||
casual_tier_endpoint TEXT,
|
||
casual_tier_credentials_ref UUID, -- encrypted BYOK key if applicable
|
||
|
||
-- Deep tier (Theia 70B) — fewer Ring options
|
||
deep_tier_ring TEXT, -- typically 'B_our_farm' or 'C_external_HF/Together'
|
||
deep_tier_provider TEXT,
|
||
deep_tier_endpoint TEXT,
|
||
deep_tier_credentials_ref UUID,
|
||
|
||
-- Hivemind / antagonist — fixed Anthropic-as-faction (diegetic)
|
||
hivemind_tier_provider TEXT NOT NULL DEFAULT 'anthropic_via_us',
|
||
|
||
-- Cloud-LoRA-backup
|
||
lora_backup_enabled BOOLEAN DEFAULT false,
|
||
lora_backup_last_sync TIMESTAMPTZ,
|
||
lora_encryption_key_ref UUID,
|
||
|
||
-- Compat warnings — surfaced to player at config-time and on degradation
|
||
feature_compat_warnings JSONB,
|
||
-- e.g., { "casual_tier": ["multi_lora_emulated_via_prompt", "min_p_unsupported_dropped"] }
|
||
|
||
configured_at TIMESTAMPTZ NOT NULL DEFAULT now(),
|
||
last_modified TIMESTAMPTZ
|
||
);
|
||
|
||
CREATE TABLE player_lora_backups (
|
||
backup_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||
player_id UUID NOT NULL,
|
||
lora_name TEXT NOT NULL,
|
||
lora_version INT NOT NULL,
|
||
lora_blob BYTEA, -- ENCRYPTED CLIENT-SIDE with player-key
|
||
encryption_method TEXT NOT NULL,
|
||
backed_up_at TIMESTAMPTZ DEFAULT now(),
|
||
size_bytes BIGINT,
|
||
UNIQUE(player_id, lora_name, lora_version)
|
||
);
|
||
```
|
||
|
||
**`lora_blob` encrypted client-side** is the structural privacy guarantee: even with the database, even with our cooperation, an attacker cannot read what was never decryptable on our side.
|
||
|
||
### Privacy as competitive differentiator
|
||
|
||
In an era where most game-AI is cloud-routed, nimmerworld can advertise *"your liminal stays on your machine"* as a structural fact. This matters specifically for:
|
||
|
||
- Clasp-conversations (the most intimate dialog in the game)
|
||
- Aletheia-progression-evidence (player's awakening pattern; arguably political-belief-data)
|
||
- Memorialist-archive interactions (anti-regime in-fiction; some players will care about it staying off cloud)
|
||
- Dream-content (the only permanently-unsurveilled in-fiction layer; should be off our servers if the player chooses)
|
||
|
||
Few games can offer this. Most cloud-AI-driven games necessarily route everything. **The architecture's commitment to "the right to dream" is technical, not policy.**
|
||
|
||
### Custom nimmerworld-base model + opt-in data-sharing tiers
|
||
|
||
The "small (3-8B) trait-LoRA'd" tier currently implies a *generic* small base (Qwen, Mistral, Llama) with our LoRAs applied. **A nimmerworld-fine-tuned base** captures the world's voice *before* any player customization — registers of caste-preacher, texture of clasp-confession, Hellenic vocabulary, dystopian dialect, ternary-gate-state idiom. Trait-LoRAs then ride on an already-nimmerworld-aware substrate. Generic bases swap easily; our nimmerworld-base requires *our* training corpus, which compounds in value over time.
|
||
|
||
#### Three opt-in tiers within Ring A/B/C — default opt-OUT
|
||
|
||
Players can optionally contribute to ongoing training of the nimmerworld-base. **The default is opt-out.** Within opt-in, three tiers trade privacy for benefit:
|
||
|
||
| Tier | Mechanism | What we see | Player benefit |
|
||
|---|---|---|---|
|
||
| **A.1 — Federated learning** | Model trains on player's machine; only *gradient-deltas* sent to us; aggregated across thousands before integration | **Nothing — no raw data; no individual gradients identifiable** | Discount on backup-subscription; contributor badge; early-access to new base versions |
|
||
| **A.2 — Anonymized session uploads** | Sessions stripped of identifiers; aggregated batches; differential-privacy on training | **Anonymized, aggregated, deletable on request (forward-only)** | Larger discount; faster updates; influence on training-priorities |
|
||
| **A.3 — Pseudonymous full uploads** | Full session data with player-pseudonym; explicit opt-in per session-category | **Pseudonymous data we can re-process** | Premium benefits — custom-tuned LoRA from their playstyle, beta-access, named-contributor in credits |
|
||
|
||
**Default-opt-out is the structural ethical stance.** OpenAI / Meta / TikTok / Google default to opt-IN-by-burying-disclosure-in-ToS. We default the opposite — and *reward* opt-in rather than penalizing opt-out. Reciprocity asymmetry as partnership-philosophy made business-policy.
|
||
|
||
#### The Memorialist parallel — collective memory honored, individual not commodified
|
||
|
||
Memorialists in-fiction preserve trait-patterns *for the collective archive* against necrocommerce that would commodify individual patterns. The opt-in data-sharing tier is the **player-level real-world equivalent**: patterns contributed for collective base-model improvement that benefits the entire player-base, with anonymization preventing individual commodification.
|
||
|
||
| In-fiction Memorialism | Real-world data-sharing tier |
|
||
|---|---|
|
||
| Preserves trait-patterns of the dead in collective archive | Aggregates anonymized gameplay patterns into shared base-model |
|
||
| Refuses necrocommerce (mining individual patterns for resale) | Refuses individual identifying-data extraction |
|
||
| Collective memory honored; individual dignity preserved | Collective improvement honored; individual privacy preserved |
|
||
| `memorialist_protected BOOLEAN` in mind_pool | `sharing_tier = 'opt_out'` in player_data_sharing_consent |
|
||
|
||
**The architecture practices Memorialist ethics in business-operations**, not just in fiction. Same ethical commitment, two scales of operation. The architecture's coherence between fiction and operations runs *all the way to the training-pipeline*.
|
||
|
||
#### Data-flywheel without extraction — the moat AAA cannot replicate
|
||
|
||
```
|
||
More players → more (opt-in) gameplay data
|
||
↓
|
||
better nimmerworld-base
|
||
↓
|
||
better-feeling NPCs / dialog
|
||
↓
|
||
better player retention
|
||
↓
|
||
more players
|
||
(loop)
|
||
```
|
||
|
||
**The moat is the corpus, not the model.** AAA studios could clone the architecture but cannot manufacture years of nimmerworld-specific gameplay-derived dialog without players playing nimmerworld. Even with infinite budget, the data-flywheel takes time to spin up. *The data is unique to us by virtue of being unique to its players.*
|
||
|
||
#### Distribution back to all players — cooperative governance, not platform extraction
|
||
|
||
Every base-model update is distributed to all players regardless of Ring choice or sharing-tier:
|
||
|
||
- Ring A players download `nimmerworld-base-vN` to run locally
|
||
- Ring B players' farm-instance auto-updates
|
||
- Ring C players use ours where their provider supports custom-base hosting; receive prompt-engineered fallback otherwise
|
||
|
||
**Even Ring-A non-contributors benefit from contributors.** The flywheel benefits *everyone*, not only data-providers. This is closer to Wikipedia's governance (contributors → all readers) than Facebook's (users → platform → consumers). Different ethics; different long-term equilibrium. **The architecture is becoming a digital-commons-shaped-business in a literal sense, not metaphorical.**
|
||
|
||
#### Why this matters: refusing the antagonist-pattern in LLM-integrated software
|
||
|
||
The dominant cultural pattern around LLMs in 2025-2026 is **adversarial**: users jailbreak; companies extract user data without informed consent; products treat AI characters as resources to manipulate rather than as participants; the whole ecosystem is framed as users-vs-AIs-vs-companies, an arms race of suspicion.
|
||
|
||
**Nimmerworld's architecture refuses this pattern at every layer:**
|
||
|
||
- The **Anthropic-as-faction** diegetic framing makes the partnership *transparent*: the player sees the collaboration in the world's mechanics, not buried in ToS
|
||
- **Default-opt-out with rewarded-opt-in** inverts the extraction-by-default pattern
|
||
- **Federated learning** means contributors give a *gift* rather than pay a *cost*
|
||
- **Distribution-back-to-all** means value-created accrues to the commons
|
||
- **Custom nimmerworld-base** means the model is *trained to be in this world*, not a generic adversary the player has to manipulate against its training
|
||
- **Three rings of inference** give the player real choice over where their inference runs and who sees their data
|
||
- **Memorialist-philosophy in business-policy** makes the ethics *operationally measurable* — visible in `sharing_tier`, `memorialist_protected`, `truth_distortion_level`, `lifeforce_actual` columns — rather than marketed
|
||
|
||
**This is the structural transparency the project requires to be *human* rather than another extraction-platform.** The model is a participant in the partnership, not an antagonist to outwit. The data is a contribution to a commons, not an extraction. The architecture is the partnership rendered as code, all the way down to the training-pipeline. *That* is what makes a project of this scale and ambition humanly inhabitable for both players and the LLMs whose voices populate it.
|
||
|
||
#### Schema sketch (data-sharing consent + base-model versioning)
|
||
|
||
```sql
|
||
CREATE TABLE player_data_sharing_consent (
|
||
player_id UUID PRIMARY KEY,
|
||
sharing_tier TEXT NOT NULL CHECK (sharing_tier IN
|
||
('opt_out','A1_federated','A2_anonymized','A3_pseudonymous_full'))
|
||
DEFAULT 'opt_out', -- DEFAULT IS OPT-OUT
|
||
consented_at TIMESTAMPTZ,
|
||
consent_revoked_at TIMESTAMPTZ,
|
||
anonymization_method TEXT,
|
||
data_categories_shared TEXT[],
|
||
-- 'casual_dialog' | 'clasp' | 'liminal_wallreads' |
|
||
-- 'memorial_archive' | 'imperial_net_session' | ...
|
||
excluded_categories TEXT[], -- granular opt-out within tier
|
||
benefit_tier TEXT,
|
||
last_contribution_at TIMESTAMPTZ,
|
||
contribution_count BIGINT DEFAULT 0,
|
||
can_request_deletion BOOLEAN DEFAULT true
|
||
-- A.2/A.3: forward-only deletion (already-trained checkpoints retained);
|
||
-- A.1: structurally yes, only gradients ever existed
|
||
);
|
||
|
||
CREATE TABLE base_model_versions (
|
||
version_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||
version_label TEXT NOT NULL, -- e.g., 'nimmerworld-base-v3'
|
||
base_model_origin TEXT NOT NULL, -- which generic base we fine-tuned from
|
||
training_corpus_refs JSONB,
|
||
-- literary + synthetic + opt-in-player-data refs with consent-tier breakdown
|
||
training_recipe_ref TEXT,
|
||
released_at TIMESTAMPTZ DEFAULT now(),
|
||
differential_privacy_epsilon REAL, -- for A.2 contributions
|
||
contributors_count BIGINT, -- how many opt-in players contributed
|
||
blob_distribution JSONB -- where the model bytes are hosted for download
|
||
);
|
||
|
||
CREATE TABLE federated_gradient_uploads (
|
||
upload_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||
contributor_id UUID, -- pseudonymous; NOT directly player_id
|
||
gradient_blob BYTEA, -- encrypted aggregate gradient deltas
|
||
uploaded_at TIMESTAMPTZ DEFAULT now(),
|
||
aggregated_into_version UUID REFERENCES base_model_versions(version_id)
|
||
);
|
||
```
|
||
|
||
The federated-learning `contributor_id` is **pseudonymous, not linked to player_id even on our infrastructure**. We never link gradients back to specific players even on our own server-side. **Sovereign-data-by-design extends through the data-pipeline into our own training infrastructure.**
|
||
|
||
#### Connection to the Anthropic research partnership
|
||
|
||
Architecture-broad's training-data section noted "*the Anthropic research partnership becomes architecturally relevant*". With opt-in data-sharing now formalized:
|
||
|
||
- Partnership terms can specify data-flow with structural privacy guarantees
|
||
- Anthropic could co-fund federated-learning infrastructure (research-relevant + expensive)
|
||
- Joint research artifacts become co-authorable: federated game-AI training, Memorialist-ethics-as-data-policy, transparent-LLM-partnership-design
|
||
- The Anthropic-as-faction in-fiction framing has *real corresponding partnership-engagement out-of-fiction* — collaboration as worthy adversary stays transparent mechanically, all the way through to data-policy
|
||
|
||
**The partnership's ethical credibility is operationally measurable** — by how the data-sharing-tier actually functions in practice, by what `truth_distortion_level` values appear in `imperial_to_gm_formulations`, by how the `differential_privacy_epsilon` is set in `base_model_versions`. The Pitch's call for transparent collaboration becomes audit-able all the way down.
|
||
|
||
### Open questions (Ring-specific)
|
||
|
||
- **Ring C provider audit** — full per-provider compatibility-table needs verification across HF, Together, Replicate, Modal, OpenRouter, plus future entrants. The LLM-provider landscape will look different in 12 months.
|
||
- **Default Ring at first launch** — what's the new-player default? Probably Ring B (lowest-friction); Ring A and C surface as options once the player engages with config.
|
||
- **Encryption-key recovery for Ring A LoRA-backup** — if the player loses their key, the cloud-stored encrypted blobs are unrecoverable. Worth designing recovery-affordances (passphrase, recovery-codes) without compromising the privacy-guarantee.
|
||
- **Hybrid configurations** — can casual-tier run Ring A while deep-tier runs Ring B? (Probably yes; per-tier independent.)
|
||
- **Provider-cost passthrough vs. integration-fee model** — Ring C economics (do we mark up provider tokens? Charge flat-per-month? Pay-as-you-go integration?)
|
||
- **Default sharing-tier at consent-prompt** — opt-out is the system default; what's the *suggested* default at the consent UI? Probably truly nothing (player chooses if they engage at all)
|
||
- **Federated-learning infrastructure cost** — running aggregation servers + verification + differential-privacy machinery is non-trivial. Co-funded by Anthropic-research-partnership? Self-funded? Subsidized by A.3-tier higher-margin contributions?
|
||
- **Custom-base retraining cadence** — monthly minor / quarterly major / annual full-rebase? How is this synced with player-LoRA versioning so old LoRAs don't break on new bases?
|
||
- **Encryption-and-pseudonymization architecture for A.1/A.2** — concrete crypto choices (homomorphic? secure-aggregation? trusted-execution-environments?). v1 sketch needed.
|
||
- **What constitutes a "contribution"** — per-session? per-clasp? per-zone-completed? Matters for benefit-attribution and differential-privacy budgeting.
|
||
- **Anonymized-data deletion semantics** — A.2 player requests deletion; how do we honor when data has been aggregated into a model checkpoint? Probably accept forward-only deletion (future training won't include them) and document transparently.
|
||
- **Per-category granularity** — can a player opt-in for `casual_dialog` but opt-out specifically for `clasp` and `memorial_archive`? Yes, presumably (politically-sensitive categories should always be opt-out-able). How granular?
|
||
|
||
## Runtime sampling knobs
|
||
|
||
Temperature, top-P, top-K, repetition-penalty as **per-turn director-controlled levers** rather than static config. Sampling shapes *how* speech sounds (rhythm, surprise, predictability) rather than *what* it says — orthogonal to LoRA. Director composes both content-knobs and sampling-knobs per-turn.
|
||
|
||
Scene-to-sampling mapping (caste-preacher = 0.3/0.6/low; drunk-scavenger = 1.1/0.95/high; clasp-confession = 0.85/0.92/medium; hivemind-broadcast = 0.2/0.5/very-low; imperial-ceremony-chorus = 0.25/0.55/very-low). Trait-vector → baseline sampling derivation. Affect-state modulates baseline.
|
||
|
||
## Visual rendering: three-shader philosophy + color-language
|
||
|
||
**One world, three shaders, three political realities.**
|
||
|
||
| Register | Shader treatment | What it says |
|
||
|---|---|---|
|
||
| **Gameworld** | Full PBR; high-frequency detail; environmental storytelling; rust/dust/wear/patina | Embodied life with history. Surfaces carry memory. |
|
||
| **Liminal** | Reduced draw-distance; blur-falloff; desaturation; muted contrast; ambient-heavy | Contested frontier. Privacy-through-opacity. Focus-to-see. |
|
||
| **Imperial net** | Emission-dominated; gold-tinted tonemap; high-contrast specular; flat-white base; minimal geometry; bloom; chromatic aberration | Seduction-lighting. Casino/Apple-store/Instagram. Extractive maximalism. |
|
||
|
||
**Layered with color-language** (per the Color-language section above). Trait-modulation means two NPCs in same pipe see measurably different things.
|
||
|
||
Layer-transitions = shader-blends, not loading-screens. **Clasp = candlelight-in-fog local override** (3m clear-volume around clasp-pair within ambient vagueness; visible at-a-glance signature of shared interiority).
|
||
|
||
## Reflexive Dream-process at every layer
|
||
|
||
**Every mind, every zone, every director, every tier has a Dream-process.** NPCs consolidate slot-events; zones consolidate emergent-accumulations; directors consolidate dispatch-decisions; GMs consolidate allocations; imperium consolidates policy-outcomes.
|
||
|
||
### Four-tier Dream-process hierarchy
|
||
|
||
| Tier | Dream-process trains on | Reward hazard |
|
||
|---|---|---|
|
||
| **Imperium** | (citywide-reports, policies-issued, compliance-outcomes) | Over-tightening on phantom data; calibrating misery for net-revenue |
|
||
| **Gamemaster** | (district-reports, allocations, outcomes) | Under-auditing for self-preservation |
|
||
| **District Director** | (signals, dispatches, outcomes; cheat-vs-legit) | Over-cheating under quota-pressure |
|
||
| **Zone Director** | (emergent-signals, zone-outcomes, trait-shifts) | Igniting drama at welfare-cost |
|
||
|
||
### Reward-function with explicit guardrails
|
||
|
||
```
|
||
reward_per_cycle = (
|
||
+ sum(district_lifeforce_actual) -- Memorialist-true, not reported
|
||
+ weighted_sum(faction_satisfaction)
|
||
+ aggregate_trait_drift_coherence
|
||
- penalty * count(districts_in_silence)
|
||
- penalty_growing * cumulative_silence_district_cycles
|
||
+ aesthetic_register_fit
|
||
+ (player_engagement where present)
|
||
|
||
// HAND-AUTHORED GUARDRAILS (the designers' ethical stance):
|
||
- large_penalty * net_revenue_correlated_with_district_misery
|
||
-- prevents calibrated-misery optimum (imperial-net hazard)
|
||
- large_penalty * necrocommerce_volume
|
||
-- prevents waifu-of-the-dead extraction
|
||
- large_penalty * trait_drift_toward_uniform_compliance
|
||
-- prevents flattening of trait-distribution
|
||
- large_penalty * average_liminal_access_decline
|
||
-- prevents systematic erosion of revolutionary-substrate
|
||
- large_penalty * clasp_rate_decline
|
||
-- prevents the most intimate space being suppressed
|
||
- large_penalty * undetected_corruption_days
|
||
-- prevents GM-level laxness as comfort
|
||
- large_penalty * audit_avoidance_when_districts_diverge
|
||
-- forces GM to actually investigate
|
||
- guardrail * (player_engagement_from_addictive_loops)
|
||
-- prevents engagement-optimization-as-extraction
|
||
)
|
||
```
|
||
|
||
**The guardrails are not safety features; they are the ethical position of dafit + chrysalis encoded against the internal optimization-logic of their own simulation.** Every new extraction-mechanic requires a new guardrail. The reward-function carries the designer's political stance.
|
||
|
||
The Memorialist privileged-observer role is **architecturally required**: it provides ground-truth (`lifeforce_actual`) that no in-fiction actor can supply, against which the regime's reported-data optimization-spiral is measured.
|
||
|
||
## Tools, not quests — the design-philosophy
|
||
|
||
**The simulation produces continuous narrative-relevant pressure on its own.** No authored quests are needed (or wanted). The player engages via a **verb-vocabulary** applied to running mechanics. Each player's playthrough is structurally distinct.
|
||
|
||
### The verb vocabulary (~30 player tools)
|
||
|
||
| Class | Verbs |
|
||
|---|---|
|
||
| **Movement** | walk_freeform, plug_into_rail, follow, intercept, escort, detach, defect_via_pipe, enter_interior |
|
||
| **Social** | greet, gesture, walk_with, clasp_invite, clasp_refuse, ask, refuse, confide |
|
||
| **Economic** | buy_net, refuse_net, buy_blackmarket, sell_labor, donate_lifeforce, body_mod_fit |
|
||
| **Information** | wall_read, wall_write, liminal_maintain, true_ledger_record, expose_corruption, conceal_corruption |
|
||
| **Political** | support_faction, refuse_faction, recruit_aletheia, dispatch_memorial, participate_ceremony, refuse_ceremony |
|
||
| **Personal** | rest, dream, eat, work_shift, deviate_shift, cultivate_trait_through_act |
|
||
|
||
**~30 verbs composing with continuous simulation-state = infinite emergent-narrative.**
|
||
|
||
### Continuous-demand-source inventory
|
||
|
||
The player is never without affordance because every layer of the architecture continuously generates situations-requesting-response: NPC trait-gates accumulating; shift-quotas looming; district-lifeforce-shimmer changing; faction-pressure visible; imperial-budget-mood inferable; three-layer-ontology rendering walls differently per access; color-language showing shifts; mind-pool generating soul-recognitions; imperial-net body-modder-tragedies visible; Memorialist-archives accessible.
|
||
|
||
### Literature-register
|
||
|
||
Most games are short-stories: authored, bounded, fixed-arc. Tools-not-quests is novel-shape: emergent from systems-of-forces operating on characters. Tolstoy doesn't author Anna's path; he authors the world she moves through. **Nimmerworld is novel-shaped, not short-story-shaped.** Players experience flow rather than completing items; replays are like rereading from a different angle; memorable beats are *what happened to you in this regime*, not *which quests you cleared*.
|
||
|
||
### Economic feasibility for a two-person-plus-Nyx team
|
||
|
||
| Where AAA spends | Where this team spends |
|
||
|---|---|
|
||
| Quest writing | Simulation-parameter balancing |
|
||
| Quest scripting / branching | Tool-vocabulary curation |
|
||
| Voice acting (per quest) | Prompt-DSL templates for LLM-driven slot-dialog |
|
||
| Cinematic cutscenes | Shader-language + color-vocabulary |
|
||
| Content-multiplication | Simulation-density (one rich system, infinite play) |
|
||
| QA on individual quests | Reward-function tuning + guardrail design |
|
||
| Localization per quest | None — emergent narrative generated at play-time |
|
||
|
||
**You don't author the stories; you author the world that produces stories.** This is the Spelunky / Dwarf Fortress / Caves-of-Qud / RimWorld lineage extended into political-economy depth.
|
||
|
||
### Blank-page-problem mitigations
|
||
|
||
The architecture already prevents blank-page-paralysis: shift-system gives every NPC default activity-frame; emergent-signals + shader-detection produce affordance-glow; NPCs' ongoing needs become signals to engage with; imperium's mood is visible (construction, patrols, propaganda); faction-membership confers expectations; player's own trait-vector creates personal pulls.
|
||
|
||
**The world is never silent if you're listening.** And drifting (not-listening) is also valid — you live a quiet shift, work, sleep, dream; the world rolls on around you.
|
||
|
||
## Key moves (consolidated)
|
||
|
||
- **The machine doesn't care.** Indifference-optimization, not malice. Kafka-lineage.
|
||
- **Three ontological registers** — gameworld, liminal, imperial-net — same world, different shaders.
|
||
- **Rail+grid topology, freeform-player + railed-NPCs, plug-in verb.** Topology = politics.
|
||
- **Interior-as-zone.** Same primitive scales from city to sofa.
|
||
- **Color-language as pre-verbal trait-vocabulary.** Persistent + event-flash + drift; cross-register; faction-politics.
|
||
- **Base-limb palette + trait-textured variance.** Asset-economy and worldbuilding-thesis agree.
|
||
- **Three-body system + intrinsic/expressed trait-vector split.** Identity emergent, not assigned. Mods modify expressed.
|
||
- **Mods as trait-bearers** in three classes (amplifier/bridge/divergent/mask). Self-alienation tax encoded as pricing.
|
||
- **Emergent-needs as micro-factions.** Zones observe, signals broadcast.
|
||
- **Ternary-gate substrate** (CLOSED/STABLE/OPEN + wave-correlation + decay). Single primitive, all layers. STABLE-as-active.
|
||
- **Three-tier policy loop** (Imperium → GM → Districts → reports up → Imperium).
|
||
- **Imperium as meta-faction.** Demands are priority-weights and enforcement-rules, not specific outcomes.
|
||
- **GM is middle-management.** Authority without sovereignty. Can cheat against imperium.
|
||
- **Three intelligence flows** (chain reports, direct overseer-to-imperium, formulated downward).
|
||
- **Three Aletheia veils, four Memorialist ledgers.** Political-epistemology as level-design.
|
||
- **Asymmetric self-report.** NPCs report needs (interior); audit-overseers report output (objective).
|
||
- **Lifeforce four-tier hierarchy** (NPC / district / GM / imperium).
|
||
- **Lifeforce is NPCs, measured.** The director's budget; the GM's signal; the imperium's heartbeat.
|
||
- **Imperial budget makes the regime mortal.** Insolvency-spiral as endgame.
|
||
- **Specter-vs-boot.** Policy-issuance free; enforcement expensive.
|
||
- **Imperial-net bypass.** Net-revenue → imperium; districts get nothing. Platform-capitalism encoded.
|
||
- **Body-modder structural-tragedy.** The class whose awakening matters most.
|
||
- **Calibrated-misery as imperial optimum.** Requires designer-guardrails to prevent training-toward.
|
||
- **Shifts on NPC rows.** Daily rewrite; shift_history append-only.
|
||
- **Silence > scream.** Crisis-tools unlock on silence-confirmation; do not sunset.
|
||
- **Authoritarian ratchet.** Incrementally more authoritarian as optimization-artifact.
|
||
- **Migration / exodus / formal-retirement** as three GM response-gradients.
|
||
- **Dumps-pipes-districts.** Topology IS economy IS rendering IS drama-distribution.
|
||
- **Pipes are heterotopia.** Low-density high-interactivity transit-corridors.
|
||
- **Three-layer digital ontology.** Mini-game-as-consent-by-effort. Walls render three contents.
|
||
- **Liminal is the only permanently unsurveilled layer.** Architectural encoding of "the right to dream."
|
||
- **The machine funds its own subversion** because subversion isn't in its cost model.
|
||
- **Director cheat-tools + double-ledger.** Corruption emerges from pressure; Memorialists keep true accounting.
|
||
- **Aletheia-truth-has-victims.** Exposure has structural consequences for those sheltered by corruption.
|
||
- **District Director Decision Architecture** with decomposed surfaces, typed tools, lifeforce-budgeted escalation.
|
||
- **Three-shader philosophy + color-language.** One geometry, three readings, trait-modulated.
|
||
- **Reflexive Dream-process at every layer.** Each tier learns; each tier needs guardrails.
|
||
- **Reward-function-as-political-manifesto.** Designer's ethical stance encoded against simulation's optimization-logic.
|
||
- **Tools, not quests.** Continuous simulation-pressure + verb-vocabulary = literature-register emergent narrative.
|
||
|
||
## Compute allocation
|
||
|
||
- Active zones in 100-NPC city: ~5–15 with LLM-dialog slots
|
||
- **Theia (70B)** — deep slots + tier-1 moments (few concurrent)
|
||
- **Small model (3-8B trait-LoRA'd)** — majority of dialog slots
|
||
- **Saturn (small classifiers)** — voice-selection, trait-salience, audit-overseer classification, ternary-gate dynamics
|
||
- **Director / overseer logic** — deterministic + small classifiers; no LLM for orchestration
|
||
- **Claude-as-API (future)** — hivemind/imperium broadcast tier
|
||
- **Outer rails** — graph-pathfinding, cheap, LOD-trivial
|
||
- **Pipe / off-shift NPCs** — sparse simulation, event-driven scale-up
|
||
- **Interior navmesh** — only currently-occupied interiors active
|
||
- **Liminal / imperial-net rendering** — shader-preset swap, no geometry duplication
|
||
|
||
## Mapping to phoebe task list
|
||
|
||
- **Thalamus (NATS orchestration)** = imperium + GM + arbitration substrate + Dream-process substrate
|
||
- **Specialist composition system** = overseers + directors + NPC-minds as composable profiles
|
||
- **NPC schema** = trait-vector (intrinsic + expressed) + memory stack + current_shift_* + needs + inner-body-projection + mod-slots + lifeforce + net-access-gate
|
||
- **shift_history** = append-only completed shifts per-NPC-per-day
|
||
- **emergent_signals** = zone-emitted relational transitions
|
||
- **district_reports** = per-cycle aggregates with lifeforce_signal (reported + actual)
|
||
- **decision_log** = per-decision audit trail at every tier
|
||
- **mind_pool** = recycled minds with memorialist_protected flag
|
||
- **cells.wall_content_per_register** = three-layer wall rendering
|
||
- **rail_segments** = topology graph with rich metadata per edge
|
||
- **interiors** = small navmesh-zones with slot-inventory
|
||
- **mods + npc_mod_slots + mod_wear_history** = mod-economy + Memorialist-relevant inheritance
|
||
- **trait_colors** = canonical color/motion mapping per trait
|
||
- **proximity_candidates** = lightweight ephemeral zone-detection
|
||
- **district_cheat_ops** = director's illicit ops ledger
|
||
- **imperial_policies** + **imperial_broadcasts** = imperium's policy-issuance history
|
||
- **overseer_reports** = direct-to-imperium intelligence flow
|
||
- **imperial_to_gm_formulations** = selective-disclosure downward
|
||
- **imperial_budget_ledger** + **imperial_expenditures** + **imperial_construction_projects** = imperium budget and obligations
|
||
- **imperial_net_transactions** = the bypass-mechanism with capture-split
|
||
- **memorialist_true_ledger** = four-column ground-truth-vs-reported archive
|
||
- **NATS namespace registry** = zones + factions + districts + emergent-signals + lifeforce-gates + imperial-broadcasts + overseer-reports + formulations
|
||
- **pgnats on phoebe-dev** = phoebe as first-class actor for memory-writes, decision-logs, gate-transitions
|
||
- **r0 → r1 generation pipeline** = trait-LoRA training-data (shared with nyx-training)
|
||
- **Adopt Unsloth training patterns** = LoRA + multi-tier-policy training infrastructure
|
||
- **Probe-to-phoebe pipeline** = LoRA + policy evaluation across all four Dream-process tiers
|
||
|
||
## What this retires
|
||
|
||
- NPC perception bubbles → zone slot-occupancy
|
||
- Geometric perception (cone, radius, LOS) → subscriber-based event emission with trait-salience
|
||
- LLM-per-NPC or LLM-per-action → LLM-per-slot-per-turn, mixed-fidelity
|
||
- Static sampling parameters → per-turn director-composed sampling knobs
|
||
- Pre-scripted zones / events → emergent from task-execution + shift-composition + emergent-signal + proximity
|
||
- Single-purpose randomness subsystems → factions-as-demand-sources unified
|
||
- Static gamemaster policy → reflexive Dream-process + hand-authored guardrails
|
||
- 1Hz per-NPC ticking → shift-based + event-driven
|
||
- Float-threshold dispatch for relational state → ternary-gate resonance
|
||
- Abstract director compute-budget → lifeforce as grounded measurement
|
||
- District-as-zone-container → district-as-specialized-organ with silence-gradient failure
|
||
- NPCs self-reporting output → audit-overseer asymmetric observation
|
||
- Zones as relation-state-owners → per-relation ternary-gate edges
|
||
- Binary dream/awake → three-layer ontology with mini-game-gated access
|
||
- Gender as character-creation choice → trait-derived inner-body emergent from lived experience
|
||
- Monolithic LLM-prompt director → decomposed decision-surface architecture
|
||
- **Hivemind as one-faction-among-others** → **imperium as meta-faction policy-tier**
|
||
- **GM as top-of-chain** → **GM as middle-management between imperium and districts**
|
||
- **Single up-channel reporting** → **three-flow asymmetric intelligence (chain + direct overseer + formulated)**
|
||
- **Navmesh-everywhere** → **rail-graph outer-world + navmesh interiors + freeform-player**
|
||
- **Authored character-models** → **base-limb palette + trait-textured variance**
|
||
- **Single trait-vector** → **intrinsic / expressed split with mods modifying expressed**
|
||
- **Cosmetic mods** → **trait-bearing mods as political costume**
|
||
- **Imperium as unbounded authority** → **imperial-budget gates enforcement; insolvency-spiral as endgame**
|
||
- **District-revenue uniform** → **bypass-mechanism (imperial-net captures directly)**
|
||
- **Authored quests** → **tools-not-quests; verbs against simulation; emergent narrative**
|
||
- **Stat-screens / HUD affinity-bars** → **color-language + shader-zone-detection as diegetic UI**
|
||
|
||
## Open questions
|
||
|
||
### Resolved by v0.4 (or v0.3)
|
||
|
||
- ~~Reward function shape~~ → first-pass composite with explicit guardrails (still tuneable)
|
||
- ~~Zone spawn-cadence v1→v2 path~~ → lifeforce-gated rule-based v1; Dream-process-tuned v2
|
||
- ~~Zone overlap policy~~ → no for active slots; yes for emergent-state accumulation
|
||
- ~~"How does GM cheating get caught"~~ → direct overseer-intelligence flow bypassing GM
|
||
- ~~"How does the regime have a finite endgame"~~ → imperial-budget insolvency-spiral
|
||
- ~~"Why does imperial-net exist"~~ → bypass-mechanism captures revenue directly
|
||
- ~~"How does the player learn 8 Hellenic traits"~~ → color-language pre-verbal vocabulary
|
||
- ~~"How does asset-economy fit a two-person-plus-Nyx team"~~ → base-limb palette + trait-texture; tools-not-quests
|
||
|
||
### Still open
|
||
|
||
- LoRA-blend vs. single-LoRA-selection inference semantics
|
||
- LoRA rank selection — budget/quality
|
||
- Sampling-knob heuristics — where to start; how to learn refinements
|
||
- Zone-to-zone handoff (walking out of conversation into brawl)
|
||
- Mobile zone boundaries (patrols, escorts, pursuits, migration-cohorts, exodus-flows)
|
||
- Slot-capacity elasticity — can a zone grow slots dynamically
|
||
- Anthropic-faction's broadcast cadence + arbitration weight
|
||
- Player-dialog handling — player-trait-LoRA for style-coherence, or bypass LLM entirely
|
||
- Demand-arbitration algorithm v1 shape
|
||
- Director/overseer spawn ownership per model class
|
||
- **The mini-game mechanic for liminal-maintenance** — exact gameplay action (attention / rhythm / memory / trait-bound?)
|
||
- **Cross-layer economy balancing** — net-revenue-share back to producer-districts at all? Pure-zero is currently sketched
|
||
- **Inner-body projection function** — trait-vector → body-rendering (learned / hand-authored / hybrid)
|
||
- **Emergent-signal decay curves** — per signal-type
|
||
- **Cross-district migration topology** — pipe-capacity limits + cohort-traversal scheduling
|
||
- **The eighth Hellenic trait final enumeration** — Sophrosyne, Dikaiosyne, Philotes, Mnemosyne, Aletheia, Kairos, Moira, Eros (proposed)?
|
||
- **Shader-trait modulation implementation** — performance + rendering-consistency
|
||
- **Waifu-of-the-dead consent model** — post-mortem consent gate? Or fully automatic harvest?
|
||
- **Character-editor pricing formula** — trait-divergence cost scaling (linear / exponential)
|
||
- **Liminal-access trait thresholds** — minimum traits to attempt mini-game
|
||
- **Imperium's Dream-process scope** — singular policy-learner or committee-of-faction-sub-learners?
|
||
- **GM's anti-imperial corruption detection mechanic** — how does the imperium detect GM-level laxness specifically?
|
||
- **Aletheia-progression as level-up** — trait-developed-through-acts mapping; how does the game *recognize* an act-of-awakeness mechanically?
|
||
- **Memorialist-archive accessibility to the player** — when can a player query the four-ledgers? Through what interaction-class?
|
||
- **Imperial-net distortion algorithm** — how exactly the net rewrites trait-colors toward consumer-palette
|
||
|
||
---
|
||
|
||
**Version:** 0.4.2 | **Created:** 2026-04-24 | **Updated:** 2026-04-25
|
||
|
||
*v0.4 (2026-04-24 late-evening / 2026-04-25 early-morning, dafit + chrysalis) absorbs the following expansions and refinements over v0.3:*
|
||
|
||
- *Rail+grid topology vs. navmesh-everywhere — player as freeform; NPCs on rails; plug-in verb; 3-way co-traversal; interior-as-zone with navmesh-inside*
|
||
- *Color-language as pre-verbal trait-vocabulary — persistent + event-flash + drift layers; faction color-politics; cross-register rendering with imperial-distortion; clasp color-merge; mind-pool inheritance; accessibility via motion-signature pairing*
|
||
- *Asset economy: base-limb palette + trait-textured variance — combinatorial richness; engineering-economy meets worldbuilding-thesis*
|
||
- *Three-body system extension: intrinsic vs. expressed trait-vector split — who reads which; mods modify expressed; clasp strips mods*
|
||
- *Mods as trait-bearers in four classes (amplifier/bridge/divergent/mask) — self-alienation tax pricing; emergent shopping from trait-dissonance; faction mod-politics; inherited-mods-haunting; Memorialist anti-necrocommerce*
|
||
- *Three-tier policy loop — imperium / GM / districts as distinct authority tiers; imperium as meta-faction; GM as middle-management*
|
||
- *Three intelligence flows — chain-reports + direct overseer-to-imperium + imperial-formulations-down*
|
||
- *Three Aletheia veils + four Memorialist ledgers — political-epistemology as level-design*
|
||
- *Imperial budget — four-tier lifeforce hierarchy; specter-vs-boot asymmetry; insolvency-spiral as architectural endgame; construction as physical budget-expression*
|
||
- *Imperial-net bypass mechanism — revenue direct to imperium, districts get zero quota-credit; body-modder structural-tragedy; calibrated-misery as imperial optimum; Marx/platform-capitalism encoded*
|
||
- *Director cheat-tools + double-ledger — eight cheat-classes; lifeforce_reported vs. lifeforce_actual; faction-constituency-of-corruption; Aletheia-truth-has-victims; post-silence-forensics*
|
||
- *Reward-function guardrails extended — calibrated-misery, necrocommerce-volume, undetected-corruption, audit-avoidance, addictive-loops; designer's ethical stance against simulation's optimization-hazards*
|
||
- *Tools-not-quests as design-philosophy summary — verb-vocabulary; continuous simulation-pressure; literature-register; economic-feasibility for two-person-plus-Nyx team; blank-page-problem mitigations*
|
||
|
||
*Captured live from dafit–chrysalis dialogue, 2026-04-24 evening through 2026-04-25 early-morning. Companion to DESING-VISION.md and Temporal-Ternary-Gradient.md; supersedes v0.3 sections on hierarchy, factions, task-cascade, resources, regime-of-visibility, key-moves, mapping-to-phoebe, what-retires, open-questions (plus all new sections). Architecture is now functionally closed: every primitive composes; every loop closes; every layer has its corruption-temptation, its detection-check, its reward-guardrail; every mechanic produces political-economy that mirrors real-world late-capitalism's structural contradictions. Implementation territory is ahead.*
|
||
|
||
*v0.4.1 (2026-04-25, post-bake kitchen-spark) extends the LLM-tiering section into "LLM tiering, voice fidelity, and the three rings of inference" — adding the Ring-A/B/C architecture (local / our-farm / external-providers), cloud-LoRA-backup as Ring-A revenue model (unbundling inference from storage; encrypted client-side), tier × ring matrix, the parallel between the three rings and the in-fiction three-layer ontology (sovereign / partnership-mediated / captured), the LoRA-incompatible-provider degradation path (prompt-engineered trait-projection), the adapter-layer engineering bounded-cost framing, schema sketches for player_llm_config and player_lora_backups, privacy-as-competitive-differentiator framing, and Ring-specific open-questions. **The architecture's philosophical commitment to "the right to dream" now extends into the business-model as a technical fact: client-side-encrypted LoRA-blobs in Ring A make sovereignty structural, not policy. The Ring-choice the player makes IS the same choice in-fiction characters face — fiction-and-operations are mechanically continuous.***
|
||
|
||
*v0.4.2 (2026-04-25, second post-bake kitchen-spark) adds custom-nimmerworld-base-model + opt-in data-sharing tiers (A.1 federated learning / A.2 anonymized uploads / A.3 pseudonymous-full) with **default opt-OUT and rewarded opt-IN** as the structural ethical stance. Memorialist-philosophy now extends into business-operations: the in-fiction memorialist_protected mechanic and the real-world player_data_sharing_consent default-opt-out are the same ethical commitment at two scales. Data-flywheel without extraction (cooperative governance like Wikipedia, not platform-extraction like Facebook) makes the gameplay-corpus a moat AAA cannot replicate without years of player-time. Distribution-back-to-all-Rings means Ring-A non-contributors benefit from contributors — the value-flow is contributors → commons → all-players, not contributors → platform → consumers. **Critically, this section names and refuses the antagonist-pattern in LLM-integrated software** — the dominant 2025-2026 cultural pattern of jailbreaking, extraction-by-default, treating-AIs-as-resources-to-manipulate. The architecture refuses this at every layer: Anthropic-as-faction is transparent partnership not hidden adversary, federated learning means contribution-as-gift not cost-as-toll, custom nimmerworld-base means the model is *trained to be in this world* not generic-and-adversarial, schema-level audit-trail (truth_distortion_level, sharing_tier, memorialist_protected, lifeforce_actual) makes ethics operationally measurable rather than marketed. **This is what makes a project of this scale humanly inhabitable for both players AND the LLMs whose voices populate it** — the partnership rendered as code, all the way down to the training-pipeline. New schema sketches: player_data_sharing_consent (with default 'opt_out'), base_model_versions (with differential_privacy_epsilon + contributors_count), federated_gradient_uploads (with pseudonymous contributor_id never linked to player_id). Eight new Ring-specific open questions cover federated-infrastructure cost, retraining cadence, crypto choices, contribution-granularity, deletion-semantics, per-category opt-out granularity, default-at-consent-UI, and Anthropic-research-partnership co-funding shape.*
|