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docs(research): experimental belief-state + program-synthesis research thread#164

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drewstone merged 2 commits into
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docs/belief-state-research
Jun 5, 2026
Merged

docs(research): experimental belief-state + program-synthesis research thread#164
drewstone merged 2 commits into
mainfrom
docs/belief-state-research

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Lands the recent experimental research drafts on main so other agents can review them on a small, clean surface (decoupled from the large in-flight gen-6 feature branch).

These are research-track, not the canonical spine. On any architecture conflict, docs/architecture.md still wins. Each draft carries its own Status: banner — none of this is shipped or adopted; the belief-state learner is explicitly BUILD-ON-GREEN (gated on a positive diverse@k-vs-blind gate that has not yet been run).

What's here

Doc Status Gist
belief-state-learner-spec.md BUILD-ON-GREEN (gated) Blueprint for the cross-run belief-state / program-synthesis learner, stress-tested against the shipped substrate. Design, not a build order.
belief-agent-research-agenda.md offline tier ready · learner tier gated 7-lens ranked agenda, grounded against the gate result (judge-blind selection loses; the win needs a deployable checker).
program-research-plan.md fund-or-kill audit Honest verdict: kill the RSI frame, park orchestration, ship the instrument + abstention.
codex-techniques-audit.md advisory Codex adoption report (succinct-code + orchestration techniques); verify file:line before acting.

Indexed in docs/research/README.md (Documents + Source-artifacts tables) so they're not orphaned.

Review notes

  • Docs-only; no code changes; merges cleanly into main.
  • Cross-link the existing research docs already on main (recursive-execution-atom.md, architecture-alternatives.md, observed-orchestration-patterns.md).
  • File references point at src/loops/ (main's layout). The gen-6 branch renames that to src/runtime/; refs update if/when that branch merges.

🤖 Generated with Claude Code

drewstone added 2 commits June 5, 2026 14:10
…search drafts

Forward-looking research-track drafts (advisory, NOT the canonical spine), each carrying
its Status banner: belief-state-learner-spec (BUILD-ON-GREEN, gated on a positive diverse@k
gate), belief-agent-research-agenda (offline-on-committed-corpora tier + gated learner tier),
program-research-plan (fund-or-kill audit), codex-techniques-audit (codex adoption report).
Cross-link the existing research docs; reference src/loops/ (main's layout).
@drewstone drewstone merged commit eb69eea into main Jun 5, 2026
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