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feat(runtime): MAN graph rewrite training harness#84

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HyperdustLabs merged 5 commits into
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feat/v0.3-full-delivery
May 25, 2026
Merged

feat(runtime): MAN graph rewrite training harness#84
HyperdustLabs merged 5 commits into
mainfrom
feat/v0.3-full-delivery

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@HyperdustLabs HyperdustLabs commented May 24, 2026

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Summary

  • Implements the MAN morphogenetic graph-rewrite runtime path: credit attribution, eligibility/baseline, stochastic rewrite gates, temperature scheduling, split/connect/prune/merge/lift plumbing, and connectome routing/synapse evolution.
  • Adds the H0/Phase II experiment harness, adaptive training scenarios, B.AI diagnostics/results, checkpointed progress logging, and protocol/result artifacts for the MAN paper validation flow.
  • Updates the MAN paper draft to clarify that LLM-proposed features/aspects are provisional and must be validated by reward, κ, ΔF, and Metropolis acceptance before materialization.

Validation

  • ./scripts/verify.sh passed locally.
  • B.AI Phase II 4-epoch pilot completed with nonzero reward, H0 split at epoch 3, and advisory gates passing.

Notes

  • This PR reuses the existing feat/v0.3-full-delivery branch/PR because GitHub reported a PR already existed for that head branch.

…y→repair

Complete §10.5 TCB surface: in-proc before_message_write and tool_result_persist,
message_out rewrite (verify→repair), policy export for memory/rewrite kinds, and
delivery docs. Bump opencoat-runtime to 0.2.0.

Co-authored-by: Cursor <cursoragent@cursor.com>

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Comment thread integrations/openclaw-opencoat-bridge/src/message-text.ts Outdated
moss and others added 3 commits May 25, 2026 01:34
Add Python effector kernel (route/weave → reflex mediate → verify/repair → r_t)
and cold-path keyword split with domain conservation. Closes the two v0.3 §11
items previously mis-deferred to architecture (ii).

Co-authored-by: Cursor <cursoragent@cursor.com>
…ty loop

Implement connectome model, per-concern r_t buffer, CreditField attribution,
split guards H/G/ΔF, warm connect/prune and cold split/lift/merge, tier-2
calibrator scaffold, EffectorKernel verifier repair, JSON-RPC
(effector.run_turn, plasticity.cold_step, credit.connectome.stats), integration
tests and scripts/verify-v0.3-full-spec.sh. Bump runtime to 0.3.0.

Co-authored-by: Cursor <cursoragent@cursor.com>
@HyperdustLabs HyperdustLabs changed the title feat(runtime,bridge): v0.3 full delivery — memory sync guards + verify→repair feat(runtime): MAN graph rewrite training harness May 25, 2026
@HyperdustLabs HyperdustLabs merged commit 2b2afd2 into main May 25, 2026
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@HyperdustLabs HyperdustLabs deleted the feat/v0.3-full-delivery branch May 25, 2026 15:36
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