Add selective EgoSpeak Omni stage-two finetuning
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@@ -154,6 +154,13 @@ so it remains readable by `summarize_local_baselines.py`.
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## Interpretation and next gate
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The first seed-0 dense/raw screen is now
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[`recorded`](../results/easycom_egospeak_omni_residual_2026-09-16/README.md).
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At the user's request, provisional semantic evaluation is paused for an
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annotation audit. An exploratory selective GRU/head continuation is implemented
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in the [`stage-two runbook`](easycom_egospeak_omni_finetune.md); this does not
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imply that the semantic P0 gate below has passed.
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This first stage uses only the released dense future-activity objective. It
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tests whether Omni adds useful context without discarding the task-specific
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EgoSpeak path. It does not train semantic ENTRY/YIELD heads, and Sessions
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