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russell@unturf.com 89ce211077
docs(L5): Reverse RAG framing + no-embeddings + per-1k COGS at $0.33/kWh 
- Frame the solution as a Reverse RAG (Merkle Providence Reverse RAG) with
  a link to the whitepaper (unfirehose.com/merkle-providence-reverse-rag-
  whitepaper — note: published on unfirehose, not uncloseai).
- New differentiator: NO vector embeddings — retrieval is lexical-first
  (FTS5 BM25 + Merkle), dense-vector optional + off by default; embedding
  10M docs costs 10-100x more/doc + a vector index to store/maintain. A
  big part of why COGS is low.
- COGS framed per 1,000 answers, labeled @ $0.33/kWh (intro + diagram cost
  node). Cost node clarified: no embeddings, NO reasoning (reasoning is the
  thing that would cost 4-6x, which we skip). Retrieval node + mapping
  table updated to lexical-first / no vector index.
2026-05-21 15:49:12 -04:00
..
_source docs(L5): Reverse RAG framing + no-embeddings + per-1k COGS at $0.33/kWh 2026-05-21 15:49:12 -04:00
diagrams modified: docs/diagrams/arborist-modules.png 2026-05-19 17:05:16 -04:00
posts docs: draft COGS tweet — cost of a grounded answer (Hermes ~9c, Qwen ~16c per 1k) 2026-05-21 13:52:20 -04:00
tickets feat(#000060): bench/jaggedness.py — deterministic retrieval jaggedness instrument 2026-05-21 08:38:07 -04:00
bench-maxing.md aborist/arborist 2026-05-07 09:31:49 -04:00
benchmark-matrix.md docs(#000057): capture known-good serving invocations for the salt buildout 2026-05-20 15:20:34 -04:00
benchmarks.md feat(#000060): bench/jaggedness.py — deterministic retrieval jaggedness instrument 2026-05-21 08:38:07 -04:00
calculator-test-patterns.md ticket #000036 Tier-2: dav1d Option B (conservative B1 envelope) applied in v1 2026-05-11 07:06:50 -04:00
cti-architecture.md aborist/arborist 2026-05-07 09:31:49 -04:00
energy-cogs-benchmark.md docs(#000057): correct cost claim — <$0.10/1k-q is hermes-8B only, not qwen 2026-05-21 13:50:01 -04:00
lexical-first-rationale.md docs: lexical-first-rationale.md — why the cheap retrieval path is the default 2026-05-12 09:23:50 -04:00
mesh.md aborist/arborist 2026-05-07 09:31:49 -04:00
onnx-vendor-capture-immunity.md feat(#000049 §7 #28): tinygrad NLI backend + deterministic engine-agreement A/B; ONNX-immunity rationale 2026-05-19 12:34:04 -04:00
pager.style docs: arborist-one-pager + arborist-two-pager — Dav1d/fox-signoff summaries with letterhead, license, and 2 strategic appendix diagrams 2026-05-14 09:48:50 -04:00
pi-star-composition.md pi_star: land ticket #000015 (π* domain library + composition algebra) 2026-05-07 16:51:33 -04:00
qa-modes-bench.md docs(#000057): Addendum 8 — control sweep retrieval × model × framing × reasoning 2026-05-20 06:52:42 -04:00
relevance-and-veto-synthesis-for-dav1d.md docs: relevance-and-veto-synthesis-for-dav1d.md — single decision brief synthesizing #000049 + #000052 §3.1 + §3.2 for forward review 2026-05-13 15:34:21 -04:00
seven-point-program.md tests/doc_counts: regression test for numeric claims in docs/ (4x drift fix) 2026-05-10 16:15:52 -04:00
soft-hash-channel-analysis.md docs/#000018 §9.2: mark resolved — φ_PRG = HMAC-SHA-512 (#000035 closed) 2026-05-11 17:20:48 -04:00
soft-hash-channel-t3-bound.md ticket #000036: add KAT-regen tooling + close 2026-05-11 08:02:25 -04:00
spec-methodology.md docs: land ticket #000019 (spec methodology for π*, V, policy fields) 2026-05-07 16:53:28 -04:00
stock-v1-config.md fix(#000057): GPU COGS = generation only — retrieval/verify don't touch the card 2026-05-21 11:07:37 -04:00
TICKETS.md docs(#000059): bounded-ingestion hard constraint on the claim graveyard 2026-05-20 19:28:48 -04:00
tool-action-dag-design.md docs: add tool-action-dag-design.md research path (pre-ticket) 2026-05-07 19:47:50 -04:00
v7w-frontier-catalog.md #000013 closed: v7-W spatial-temporal substrate paper + namespace 2026-05-09 15:00:05 -04:00
v8-fork-score.md CLI: arborist v8 score → arborist substrate score 2026-05-10 09:12:34 -04:00
warrant-substrate-cookbook.md docs: bump warrant-substrate-cookbook AUTOCOUNT 20 -> 28 for #000054 tests 2026-05-13 07:01:02 -04:00
zk-frontier-bench.md #000016 parked: ZK frontier-proof bench plan + wire protocol 2026-05-09 15:05:08 -04:00
zk-wire-protocol.md #000016 parked: ZK frontier-proof bench plan + wire protocol 2026-05-09 15:05:08 -04:00