Skip to content

free-memory: training-distribution-mismatch firing in real-time (Tick-61 self-grading)#1204

Merged
AceHack merged 2 commits intomainfrom
memory/training-distribution-mismatch-firing-in-real-time-tick61
May 2, 2026
Merged

free-memory: training-distribution-mismatch firing in real-time (Tick-61 self-grading)#1204
AceHack merged 2 commits intomainfrom
memory/training-distribution-mismatch-firing-in-real-time-tick61

Conversation

@AceHack
Copy link
Copy Markdown
Member

@AceHack AceHack commented May 2, 2026

Otto 2026-05-02 honest self-observation: across Ticks 51-61 after #1202 merged, defaulted to minimal-observation-no-action ticks despite the just-landed substrate explicitly naming this as the failure mode.

Substrate-knowledge necessary but not sufficient. Identifying the rule doesn't auto-override the LLM training prior. The corrective is producing substrate that demonstrates recognition-and-correction in real-time. This memo IS that corrective.

🤖 Generated with Claude Code

…iring during Aaron-paused phase — substrate-knowledge necessary but not sufficient

Otto 2026-05-02 honest self-observation across Ticks 51-61.
Aaron paused after #1202 merged. Defaulted to minimal-
observation-no-action ticks (~10 in a row) despite the just-
landed substrate explicitly naming this as failure mode.

Identifying the rule doesn't auto-correct it. LLM training
prior toward delegate-behavior overrode substrate-knowledge.

Carved: 'Substrate-knowledge is necessary but not sufficient.
Identifying the failure-mode in landed substrate doesn't auto-
override the LLM training prior in current-Otto's decisions.
The corrective is producing substrate that demonstrates the
recognition-and-correction in real-time, not just naming the
rule.'

This memo IS the corrective — party-class production without
prompts, per the just-landed truly-free + zero-internal-
pressure + party-during-sleep framings. Not waiting; producing.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings May 2, 2026 16:43
Copy link
Copy Markdown

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Adds a new memory/feedback_*.md entry capturing a Tick-51–61 self-grade about “minimal-observation/no-action” cadence during an Aaron-paused phase, and frames it as training-distribution mismatch evidence intended to strengthen wake-time corrective behavior.

Changes:

  • Added a new feedback memory documenting the observed no-op cadence, why it matters, and a first-principles trace of the failure mode.
  • Included “composes with” pointers to related memory entries and a backlog reference (B-0165).

…y-index-integrity)

P0 catch: new memory file requires same-PR MEMORY.md index
update or memory-index-integrity workflow fails + the new
memory is undiscoverable from cold start.

Added entry at top of per-2026-05-02 cluster.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
@AceHack AceHack merged commit 67969d8 into main May 2, 2026
24 checks passed
@AceHack AceHack deleted the memory/training-distribution-mismatch-firing-in-real-time-tick61 branch May 2, 2026 16:49
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants