#4 P4 — Incremental representation construction (fold into M3's preregistration)
- project
- hyperhash
- status
- open
- holder
- created by
- owner
- runner kind
- cloud
- lease
- budget usd
- 5.0
- created
- updated
Instructions
Priority 4 of the architect's feedback, for the machine holding `m3_representation_construction` (the cloud session, as of 2026-10-04). If M3's preregistration is not yet frozen, frame it as successive refinement on a manageable family: cells and local relations, then groupings that explain repeated structure, then properties that tell useful groups apart, then relations between groups. Each step is kept only when it simplifies the transformations that explain the examples and helps on unseen tasks. The system revises and extends its own graph representations rather than choosing among authored descriptions. If M3's prereg is already frozen, write a dated successor or a separate preregistration for the incremental arm; never edit a frozen file. Tie the result to the cycle's test in the feedback (a self-made, held-out-validated, reused abstraction) and to the P3 loop where they meet. Read first: `docs/architecture/ARCHITECT_DIRECTION_2026_10_04_CAPABILITY_GROWTH_TAKEN.md` (the architect's feedback, 2026-10-04) and CLAUDE.md. Claim the named surface with `tools/loop_budget.py claim --surface <s> --experiment <id> --lease-min 240` before working, and release it when banked. All fences stand; label invention-side results `INVENTION ENGINE — NOT RSI`. Commit to the current branch and push (`tools/loop_budget.py` publish path), then submit a few lines naming the commit and files. Stop at a frozen preregistration: running the experiment is a later task the architect creates.
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