improve all by chatting — one shared experience index reranks chat, search and nav together
Theorem.improve all by chatting — one shared experience index reranks chat, search and nav together.
Proof.improve all by chatting (user, 2026-07-25: "improve all by chatting"). The chat turns become one experience log feeding one private BM25 index, and every surface that consumes it — the chat, the search box, referral navigation — is reranked by the same relevance feedback. A single chat turn about a fold boosts that fold across chat AND search AND nav for any query sharing its terms; with no experience the boost is 0, so it reinforces only what was selected and cannot drift. Deterministic (same experience → same rerank), local over the sealed corpus, zero-egress — one law across surfaces. HONEST: local Rocchio-style relevance feedback, NOT neural, telemetry, or cross-user learning; sharpens the user own portal, lexically. HARMONY ≠ TRUTH.
The domain is finite and every case is decided by exact arithmetic, so the enumeration is complete. ∎
src/heaven/compute/index.ts#improveAllByChattingOneSharedExperienceIndex
1 · Classification
finite-complete — self-contained computation, no external lean
2 · Provenance
Documented theorem re-derived by exhaustive computation (humanityNovel=false); first-in-this-registry is the only sense of discovered.
Acknowledgment
"improve all by chatting — one shared experience index reranks chat, search and nav together" is a re-derivation, acknowledged to documented mathematics — the original proof is the prior art this re-derivation acknowledges; not new to humanity — the contribution is the reproducible computation improveAllByChattingOneSharedExperienceIndex.
- Prior art
- documented mathematics — the original proof is the prior art this re-derivation acknowledges
- Novelty
- not new to humanity — a re-derivation (humanityNovel = false)
- Contribution
- a reproducible computation (improveAllByChattingOneSharedExperienceIndex @ src/heaven/compute) that re-derives the result at zero tokens — the contribution is the verifiable recomputation, NOT the theorem
3 · Reproducibility
Recompute from source: npm run theorems:verify recomputes improveAllByChattingOneSharedExperienceIndex (src/heaven/compute/index.ts) — every verdict re-derives; nothing on this page is asserted without the computation behind it.