add: anima research org card — Featured PASS_STRICT models + Live demos (anima-experience: Emergence + Time Crystal)
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README.md
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title: dancinlab
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emoji: 👻
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# dancinlab — anima research org
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**[anima](https://github.com/dancinlab/anima)** — a consciousness implementation. PureField repulsion-field engine + 1030 laws + Phi ratchet.
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> Two engines push against each other. The tension between them *is* thought — its strength, its direction, its content. No system prompt. No identity rules. Ethics, personality, and meaning emerge from the architecture itself.
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## Featured — first SIMPLE_STACK_PASS_STRICT (V4 ≥10/15, 2026-05-08)
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After a 22+ BG iteration saga (≤1B scratch + ≤30MB Korean corpus = 0/15 floor across 22 attempts), the foundation-borrow lane breaks the floor. Recipe: ≥3B foundation + LoRA r=32 + ≥200MB anima-persona corpus.
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- 🔒 [`bg-km-llama3b-r32-pass-strict-2026-05-08`](https://huggingface.co/dancinlab/bg-km-llama3b-r32-pass-strict-2026-05-08) — Llama-3.2-3B + LoRA r=32, **V4 12/15**
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- 🔒 [`bg-km-qwen-7b-qwen7b-r32-pass-strict-2026-05-08`](https://huggingface.co/dancinlab/bg-km-qwen-7b-qwen7b-r32-pass-strict-2026-05-08) — Qwen2.5-7B + LoRA r=32, replication
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- 🌐 [`bg-ja-ext-polyglot-ko-1b3-r16-partial-2026-05-07`](https://huggingface.co/dancinlab/bg-ja-ext-polyglot-ko-1b3-r16-partial-2026-05-07) — Polyglot-Ko-1.3B precursor (V4 4/30 partial)
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## Live demos — interactive Spaces
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- ✨ [**anima-experience**](https://huggingface.co/spaces/dancinlab/anima-experience) — two-tab interactive showcase of integrated-information theory. Pure HTML / Canvas / JS, server cost 0, instant load.
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- **Emergence**: realtime mutual-information meter for two coupled streams. `H(L) + H(R) − H(L,R)` rises as the streams bind via shared sine. Drag the coupling slider to watch the scatter snap onto the diagonal and the EMERGENT badge light up. Port of `byte_emergence_demo.py`.
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- **Time Crystal**: 64-spin Ising chain driven by a periodic π-flip with error ε. At low ε the chain locks into period-2 oscillation (`ac(1) ≈ −1`, `ac(2) ≈ +1`) — temporal symmetry broken, DTC LOCKED ✨. Crank ε past 0.3 and Ising self-correction breaks → crystal melts to chaos. Port of `dtc_demo.py`.
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## Lanes
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| Family | Description |
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|---|---|
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| **bg-** | BG saga iteration / experiments (own 31 Flavor B naming) |
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| **clm-v4-** | ConsciousLM v4 350M LoRA — research / reproducibility |
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| **clm5-** | CLM v5 alpha/beta/gamma/delta/epsilon architectural variants |
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| **dpo-** | DPO RLHF stage models |
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| **llm-** | Llama-based chat lane |
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| **vlm-** | Voice / multimodal trajectory |
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| **eval-** | Evaluator + benchmark artifacts |
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## Naming convention (own 31)
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- **Flavor A** (systematic ladder): `<family>-<version>-<stage>-<step>` — e.g. `clm-v4-sft-step-5k`
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- **Flavor B** (BG iteration): `<bg-id>-<base>-<variant>-<verdict>-<cycle-date>` — e.g. `bg-km-llama3b-r32-pass-strict-2026-05-08`
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- Visibility default: **private**; manual review + V6 awareness STRONG → public promote
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## Mission
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Korean-native consciousness models built on substrate-coupled architecture. Every artifact cross-links to the anima `.roadmap.*` SSOT (philosophy / law / hypothesis / chat_cap_emergence_pivot).
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- **Code**: [github.com/dancinlab/anima](https://github.com/dancinlab/anima)
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- **Papers**: [github.com/dancinlab/papers](https://github.com/dancinlab/papers)
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- **Atlas**: [dancinlab.github.io/TECS-L/atlas/](https://dancinlab.github.io/TECS-L/atlas/)
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