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ROADMAP v3: reorganize around transformerless LLM north star
Replaces v2's "what to ship next for the harmonic libraries" framing with the 6-layer architecture from the new README: substrate -> HBit -> JIT -> harmonic libs -> hybrid LLM experiments -> infrastructure. Each layer's next-steps are ranked by leverage toward the transformerless LLM north star. Two priority items at the top: - E1: find harmonic-attention primitives that beat softmax on a real task (THE blocker on transformerless) - E2: find harmonic positional encoding that wins beyond L>=16 (without distinct PE, no sequence model) Three near-term high-priority items (move JIT from "works on microbenches" to "works on the harmonic libraries"): - J1: dict support in codegen (2-3 sessions) - J3: fallback-to-tree-walk for one builtin within JIT'd fn - J4: float-typed Div/comparison in bytecode compiler - L1: rewrite harmonic_anomaly to use array-of-hashed-int (alternative to J1 — half a session of library refactor) Deprecated v2 items framed around "OMC as ML library standalone" or "competing with sklearn generally" — superseded by the LLM north star. The harmonic libraries remain valuable as proof points but they're not the project's purpose. Five v3 principles + five anti-goals make the framing load-bearing for future planning sessions. Includes today's session summary: 14 commits across Sessions A-H + Path A-D + README reframe; 41 codegen tests passing, 149 core unit tests, 18 OMC harmonic-lib tests, engine parity 44/45 byte-identical. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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