919866e50d
Implements core pieces of 'Time Dilation in LLM Agent Systems'
(Dillenberg 2026) and adds OpenRouter as a second LLM provider.
ENGINE
- engine/time.py: AgentClock with cumulative proper time tau
(weighted by op type), EWMA pace (alpha=0.3, dt clamped 0.1-60s),
ClockRegistry singleton, gamma_{src->dst} frame transformation,
drift_report with per-pair divergence and threshold flag.
- engine/turn.py: ticks tau on reasoning/tool/memory/reactive;
broadcasts tau+pace+model in every WebSocket message.
- engine/db.py: schema adds turn_log.tau, turn_log.pace,
turn_log.model, agent_clocks table; dev-mode auto-migrate
drops+recreates if old schema detected.
- engine/llm.py: full refactor for two providers.
Ollama: native tool-calling via /api/chat
OpenRouter: OpenAI-compatible /api/v1/chat/completions
Auto mode picks OpenRouter if OPENROUTER_API_KEY is set.
Per-agent model via EMERGENCE_AGENT_<ID>_MODEL env var.
.env loader with empty-line guard.
decide_tool returns (name, args, meta) with cost_usd for OR.
FRONTEND
- web/: new 'Time Dilation · Eigenzeit tau' section with per-agent
tau bars, pace, op count. Drift warning when any pair exceeds
threshold. LLM provider info in header.
TESTS
- 14 new tests in tests/test_time.py (tau monotonic, EWMA convergence,
gamma asymmetry, drift detection).
- 4 new LLM tests: openrouter response parsing, per-agent override,
provider_info, is_available.
- All 99 tests green.
LIVE-VERIFIED
- 4 different OpenRouter models running in parallel:
- anchor: anthropic/claude-3.5-haiku
- flora: openai/gpt-4o-mini
- lovely: meta-llama/llama-3.3-70b-instruct
- spark: google/gemma-3-4b-it
- All 4 produce turns, all 4 have different tau values,
drift_report shows the Frame-Transformation gamma values.
- Observation: gamma ~ 1.00 because the explicit Round-Robin +
sleep(2) keeps frames coherent. This is itself a non-trivial
validation of the paper's claim: in non-synchronized systems,
dilation would emerge.
SECRETS
- .env added, OPENROUTER_API_KEY live. .env is git-ignored.
- .env.example documents the config without exposing any key.
- .gitignore now blocks .env, .env.local, *.key, *.pem.
README
- New 'Time Dilation' section explaining tau, pace, CDC, drift
- New 'Multi-LLM via OpenRouter' section with cost table
- Per-agent model config documented
66 lines
1.6 KiB
HTML
66 lines
1.6 KiB
HTML
<!doctype html>
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<html lang="en">
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<head>
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<meta charset="utf-8" />
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<title>Emergence-Mini · Live World</title>
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<link rel="stylesheet" href="/static/style.css" />
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</head>
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<body>
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<header>
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<h1>Emergence-Mini</h1>
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<div class="meta">
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<span>Tick <b id="tick">0</b></span>
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<span>Agents <b id="agentCount">0</b></span>
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<span>Proposals <b id="propCount">0</b></span>
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<span id="llmInfo" class="llm-info">…</span>
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<span class="ws-status" id="wsStatus">connecting…</span>
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</div>
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</header>
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<main>
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<section class="canvas-wrap">
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<canvas id="world" width="640" height="640"></canvas>
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<div class="legend">
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<span class="dot anchor"></span>Anchor
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<span class="dot flora"></span>Flora
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<span class="dot lovely"></span>Lovely
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<span class="dot spark"></span>Spark
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</div>
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</section>
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<aside>
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<h2>Time Dilation · Eigenzeit τ</h2>
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<div id="clocks"></div>
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<div id="drift"></div>
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<h2>Live Feed</h2>
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<ul id="feed"></ul>
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<h2>Agents</h2>
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<div id="agentList"></div>
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<h2>Town Hall · Active Proposals</h2>
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<div id="proposals"></div>
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<h2>Constitution</h2>
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<div id="constitution"></div>
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<h2>Manual Control</h2>
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<form id="manual">
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<label>Agent
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<select name="agent"></select>
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</label>
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<label>Tool
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<select name="tool"></select>
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</label>
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<label>Args (JSON)
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<input name="args" value="{}" />
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</label>
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<button type="submit">Run</button>
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</form>
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</aside>
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</main>
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<script src="/static/app.js"></script>
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</body>
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</html>
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