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ATOM (atom-ai): code snapshot (100fae0 + batched-train), README with measured numbers, curated checkpoints (part 3)
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{
"timestamp_local": "2026-09-18 18:05:43 PT",
"mechanism": "multi_atom_payload_ring",
"fix": "atom_flush_every 256->0 (default + train)",
"start_step": 3483000,
"end_step": 3498000,
"run_steps": 15000,
"logits_cos": 0.998685,
"alpha_cos": 0.615816,
"atoms_during_train": 1,
"chat_coherent_fr": false,
"verdict": "STOP \u2014 still noise; logits cos\u22480.999; flush=0 did not de-homogenize (MERGE keeps atoms=1)",
"next_hypothesis": "Disable MERGE on chat/probe ingest (train MERGE stays at thr=0.45) so prompt packets remain distinct living atoms for \u03b1-gated payload copy-bias.",
"checkpoint": "checkpoints/atom_native_chat/atom_native.pt"
}