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docs(iit,#15477): ICT-37 références manquantes — arXiv:2405.15943 + dépôt ZM #16377

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myia-ai-01 merged 2 commits into from
Sep 17, 2026
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docs(iit,#15477): ICT-37 références manquantes — arXiv:2405.15943 + dépôt ZM #16377

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docs(iit,#15477): ICT-37 references manquantes -- arXiv:2405.15943 + …
jsboige Sep 16, 2026
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Merge branch 'main' into feature/ict37-references
myia-ai-01 Sep 17, 2026
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10 changes: 8 additions & 2 deletions MyIA.AI.Notebooks/IIT/ICT-Series/ICT-37-FLens-BeliefState.ipynb
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"\n",
"## Migration future\n",
"\n",
"Quand le contrat de trace v1 (Epic #15475 instrument) sera livre, ce notebook pourra charger des activations reelles (NPZ) au lieu des activations simulees. La signature `simulate_residual(states, dim, layer, rng)` est compatible avec un futur `load_real_activations(npz_path, layer)`.\n"
"Quand le contrat de trace v1 (Epic #15475 instrument) sera livre, ce notebook pourra charger des activations reelles (NPZ) au lieu des activations simulees. La signature `simulate_residual(states, dim, layer, rng)` est compatible avec un futur `load_real_activations(npz_path, layer)`.\n",
"\n",
"## Références\n",
"\n",
"- **arXiv:2602.02385** — *Transformers Learn Factored Representations* : base directe de la réimplémentation numpy-only de ce notebook (régimes orthogonal / Mess3 / RRXOR, probes linéaires).\n",
"- **arXiv:2405.15943** — Shai et al., *Transformers Represent Belief State Geometry in their Residual Stream* : papier fondateur du théorème de géométrie belief-state linéairement représentée dans le residual stream, que la section Mess3 (belief ground-truth exact sur le 2-simplexe) vérifie empiriquement.\n",
"- **Dépôt ZM** — `Zeinab-Mohammadi/pytorch-AI-interpretability-transformer_ZM` : architecture minimale de référence (transformer from-scratch ~101K params, banc Mess3, probes belief R² > 0.989), explicitement dérivée d'arXiv:2602.02385 — point de comparaison pour la migration future vers des activations réelles (cf. Epic #15475).\n"
]
},
{
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},
"nbformat": 4,
"nbformat_minor": 5
}
}
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