Rewrite PLANS.md: clean 64-line operational status board#5
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Rewrite PLANS.md: clean 64-line operational status board#5dhruvjatkar wants to merge 1 commit intomainfrom
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Replace 250-line stale session log with 64-line operational queue. Includes: baseline info (1.0781 target), experiment status tables, next research directions, session handoff protocol. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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PR openai#672 maxes TTT at 30 epochs (590s/600s eval budget), so all future improvements must be orthogonal to TTT. This update: - Sets 1.0781 BPB (PR openai#672) as the new target to beat - Reorders Top 8 directions: XSA-all confirmed at #1, Full GPTQ #2, SwiGLU #3, Muon-VS #4, aggressive quant #5, MASA openai#6, depth recurrence openai#7 with int6 risk warning, AdEMAMix openai#8 - Deprioritizes TTT-related directions already exploited by PR openai#672 - Collapses ~1000 lines of stale Round 0-3.9 session logs into a concise historical summary - Removes resolved blockers (flash_attn, SSH hangs, local runtime) - Adds fresh Round 1 section with 5 submitted experiments Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Replaces 250-line stale session log with a clean operational queue. Includes baseline info (1.0781 BPB target), experiment status tables, next research directions, session handoff protocol.