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docs: North-Star research methodology (how-to-research operating system) - #8

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Jun 17, 2026
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docs: North-Star research methodology (how-to-research operating system)#8
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docs/north-star-methodology

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Adds docs/NORTH_STAR_METHODOLOGY.md — the operating rules for the brain-inspired research program. Defines how we research, not specific topics.

What's inside

  • North star = capability (always-on memory that measurably helps the agent); brain-inspiration is the hypothesis source, not the goal.
  • Driver: problems pull, neuroscience supplies candidates (avoids a "museum of plausible mechanisms").
  • 5-rule constitution: transfer-width success metric · Marr-level borrowing · four-piece validation gate + pre-registered kill · dual-evidence (CogEval structure + external task) · public negative results.
  • Selection mechanism as a gated funnel: gap → literature retrieval → survey/abstraction → feasibility ideation → pre-deployment validation → consolidate. Cheap paper-level deaths before any engineering/compute spend.

Draft for review — open to tightening any gate/threshold.

🤖 Generated with Claude Code

…system)

Defines the operating rules for the brain-inspired research program (not specific topics):
- North star = capability; brain-inspiration = hypothesis source (means, not end).
- Driver: problems pull, neuroscience supplies candidates.
- 5-rule constitution: transfer-width success metric, Marr-level borrowing, four-piece validation gate + pre-registered kill, dual-evidence (CogEval + external task), public negative results.
- Selection mechanism as a gated funnel: gap -> literature retrieval -> survey/abstraction -> feasibility ideation -> pre-deployment validation -> consolidate, with cheap paper-level deaths before any engineering spend.
- Daily build-in-public cadence.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@wsuli615
wsuli615 force-pushed the docs/north-star-methodology branch from 63f4074 to 12b7574 Compare June 17, 2026 19:22
@duanyiqun
duanyiqun merged commit d534665 into main Jun 17, 2026
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