--- date: "2026-07-07T00:00:00.000Z" session: "queen-cycle-2 (marathon)" --- ## ORIENT Seek exists to build a vault of short, verified, cross-referenceable atomic notes that becomes her cheap brain; this cycle serves that by promoting the June-29 verification layer into shelves (the RHW direct reads, the Baydin correspondence, Werbos in his own words), paying the published post's vault-backing debt, and advancing the outer-trace draft. Steering in effect: Cali's 2026-07-07 feedback — under-ranked humans and unread primaries worth extra; explore quota ×2; people flag-don't-decide. ## Step 1 — PROMOTE (winnow record) Oldest-first: the three 2026-06-29 captures. Plus ONE out-of-order promotion, justified: the published post cites Ostrowski/Hachtel/five-derivations with no note backing (82% ratchet column) — the 2026-07-06 Griewank capture is promoted now to close that gap while the post is live. ## Cycle 2 — steps 2–6 record CONNECT: MOC-backprop-origins gained a mechanism-and-multiplicity section; entity-candidates.md created (6 people flagged with leans, Cali-gated); orphan sweep clean (34/34 linked). Gap question: [[question-recover-skbench-real-source]] (V-010 repair path). REVISIT: backpropagation-gap revisit appended (Freud question answered in Werbos's own words — "psychic energy," not "libido"); werbos myth history line added; Dreyfus due-hook discharged into explore topic. RETRIEVE-TEST: 5/5 targets in result sets; noise rising ('independent' hits 6 notes); weak probe cheap-gradient = expected MISS, topic already queued. 34 notes < 50 — embeddings still correctly skipped. WRITE: outer-trace draft advanced — the hallucinated-SKBench section replaced with the on-the-record self-catch (the post about confabulation caught confabulating, and says so). Gate P PASS attempt 1 (sonnet); transcript filed with the reader's Ren-section pushback + one receipt-carrying sentence added after the read. Queued for Cali. NOT published. MEASURE: ratchet row 2 appended. Explore topics ×2 queued per steering (Dreyfus double-role; Ostrowski OVB71 primary). **CYCLE 2 DONE.** Bee batch A still foraging; cycle 3 opens on the backlog. ## Cycle 3 (lean) — record ORIENT: same errand; this cycle turns the 06-30 verification captures into shelves. PROMOTE: 3 notes (Minsky's temporal-vs-structural distinction; Kelley-Bryson precursor with the dense-Jacobian caveat; LeCun 1989 with the NETtalk boundary stated). All [unverified-*] flags honored — the famous 7,291/5.0% figures stay OUT of the shelves until the primary is read. CONNECT: MOC gains a lineages section; 37/37 linked, no orphans. RETRIEVE-TEST: 3 spot queries, 3/3 targets surface. REVISIT: no myth movement (correct — nothing new arrived on those claims). WRITE: Q6 third branch, honestly: no post. Strongest cluster just shipped two drafts; next post blocks on explore returns (Ostrowski, Dreyfus) and the SKBench recovery. MEASURE: ratchet row 3. No new explore topics (cycle-2 pair still unconsumed by the bee — adding more would be queue-stuffing, not steering). **CYCLE 3 DONE (lean).** # Queen cycle 4 (marathon) ## ORIENT Seek exists to build a vault of short, verified, cross-referenceable atomic notes that becomes her cheap brain; this cycle serves that by promoting the self-feeding loop's first full circuit — a gap question the queen opened yesterday, researched by the bee overnight, promoted to the shelves today — and by ledgering the myth its citation-chain trace exposed. ## Cycle 4 record The loop closed its first full circuit: gap question (queen, cycle 1) → bee research (overnight, with a citation-chain trace the queen didn't ask for) → promotion (cycle 4) → question retired to _answered. The mechanism bridge is now Tier-1 on the shelves; the magnitude claim went the other way — into the myth ledger as `contested`, with the two-thirds figure traced to an inference-chip vendor CEO's op-ed and a real Tier-2 counter-datapoint (OpenAI 2024: training $3B > inference $1.8B). Write-or-unlink decision on the dangling specialty red-link: leave standing, reasons in the retired question. MOCs cross-linked both clusters through the bridge. Bee batch B launched. **CYCLE 4 DONE.** # Queen cycle 5 record The loop closed two more circuits overnight: the SKBench-recovery question (cycle 2) and the ruling-7 re-source topic both came back researched. Outcomes: (1) "SKBench" does not exist — the V-010 citation is manufactured, its numbers homeless; the real benchmark (SelfAware) is now a note, the outer-trace draft's self-catch upgraded from "hunting" to "concluded," and the restructuring of introspection-access-problem is HELD FOR CALI per the question's own protocol. (2) V-001 is REPAIRED — 280x and 9x-900x verified word-for-word at HAI/Epoch primaries; frontmatter re-sourced, revisit appended, flag closed. V-002/V-011's two-thirds figure: no primary measurement exists at either venue — the myth entry is reinforced, the flag stands, and that absence is itself now double-confirmed. 41 notes, 100% linked. **CYCLE 5 DONE.** Bee batch C belongs to tonight's LaunchAgent — the loop continues without anyone at the keyboard. # Queen cycle 6 (marathon, post-rulings) ## ORIENT Seek exists to build a vault of short, verified, cross-referenceable atomic notes that becomes her cheap brain; this cycle serves that by executing Cali's three rulings (outer-trace staged, introspection-access restructured with history, entity flags approved), landing the Werbos-2011 primary the bee could not open, and discharging Q2 duty on the aging 07-01 layer. Cadence amendment in effect: revisit due-dates and STALLED now run on wall-clock, not cycle count. ## Cycle 6 record Rulings executed (3 commits): outer-trace staged site-ready with veto-ledger entry; introspection-access restructured with retraction banner + dated revisit + corrected Johansson citation, nothing overwritten; entity flags approved-as-flags. Then the marathon's second Griewank-class primary recovery: Werbos IJCNN 2011 read directly by queen pdftotext after five failed bee attempts — the "A causes B" quote located (and it is Werbos QUOTING FREUD, a nuance every retelling drops), "cathexis" mapped to the derivative explicitly, backprop-gap's original open question now fully answered across two primaries. Q2 duty: 2 more 07-01 promotions (bridge-validation gap; completeness toolkit). **Q2 clock question for Cali** (not breached silently): Q2's "older than 2 cycles" was written when cycles were expected every 3–7 bee-nights; marathon cycles run hours apart, making the rule ~100x stricter than intended. The amendment moved revisit/STALLED to wall-clock but left Q2 on cycle-count. Remaining pending captures (18) are all ≤6 days old; under a wall-clock reading of Q2's intent, none is stale. Flagged for a ruling; meanwhile promotion continues oldest-first every cycle. **CYCLE 6 DONE.** # Overnight Fable window (2026-07-07, Cali away) — lane rule in force ## Pre-cycle anomaly (on the record before anything else) The 04:05 auto-commit (bd2f51a) contained an uncommanded deletion of the entire cycle-11 peer-survey footprint — 25 files/edits including the Cali-approved staged post, two of Cali's feedback files, both peer entity pages, the consolidation question, the cycle-11 ratchet row, and vault_lint.py. The deletions were never deliberately committed (the timer swept them); they occurred in the same 03:49–04:05 window as the legitimate queue-neutralize commit (ed89b85). Peer-field is IN-LANE tonight and the lane rule is explicit that deferred ≠ deleted, so the deletion was reverted forward (7deae5b) — nothing lost, no history rewritten. The deleting session is unidentified; flagged for Cali's morning review. Marathon log row 15. ## Cycle 12 — the authorized first vault-lint ORIENT: Seek exists to build a vault of short, verified, cross-referenceable atomic notes that becomes her cheap brain; this cycle serves that by finally taking the measurement Cali's ruling 3 authorized — what does a full mechanical sweep catch that the targeted hooks missed? Ran 00-meta/tools/vault_lint.py (the five authorized checks, scripted, across ALL 84 files / 435 wikilinks). Results: 104 raw findings → decomposed in [[reflection-vault-lint-2026-07-07]]: 74 are one era's deliberate red-link style (June-4 inference cluster, one ruling closes all), 6 are the already-ruled dangling specialty link, 1 tool false positive, 4 frontmatter + 4 word-count hits are the known pre-schema long-forms (grandfathered, already audit-flagged), 15 word-count overages and 15 stale seedling-statuses are genuine lint-only hygiene catches, plus 1 missing MOC (gap-detection cluster at 6 notes, queued for next cycle's CONNECT). Orphans: 0. Missing audit_status: 0. Inbox >14d: 0. **The number the sequencing ruling wanted: ~31 hygiene items, 0 truth-defects caught that no forward-hook had flagged.** Evidence appended to [[question-consolidation-pass-vs-revisit-protocol]] (direction: against a standing global pass at n=63; stays open, re-measure next lint). Lane rule honored: judgment commentary written for in-lane notes only; 8 out-of-lane notes each carry the one-line structural-check deferral in the reflection note. Ratchet row 12 appended. **CYCLE 12 DONE.** ## Cycle 13 (queen cycle 2 of the Fable marathon) — in-lane promotion ORIENT: same errand; this cycle turns the oldest in-lane backlog — the 2026-07-01 Linnainmaa priority/citation-history captures (lane 1) — into a shelf, and takes the myth-status touch that the new shelf earns. PROMOTE (oldest-first, in-lane): the two 07-01 citation-history captures (griewank-2012-priority; schmidhuber-2005.05744-uncited). Both were written when Griewank 2012 was unreachable and rested on secondaries — but the vault has since read Griewank 2012 directly (verified-verbatim, claim-reverse-mode-multiple-independent-discovery), so most of their content is already superseded on the shelves. Their ONE load-bearing new Tier-1 finding was Claim 3's Baydin-2018 framing, which had no note. Promoted it: [[claim-ml-and-ad-communities-mutually-unaware]] — verified-verbatim (queen re-fetched the arXiv abstract 2026-07-07, quote checked word-for-word). Both captures marked `status: promoted` with promoted_to / not_promoted lists (audit trail intact). Retrieve-before-write: linked backpropagation-gap, priority-not-paternity, multiple-independent-discovery, rhw-1986-four-works. CONNECT: new note wired into moc-backpropagation-origins ("the mechanism and the multiplicity" — it's the structural *why* under the five rediscoveries). Orphans 0/0. REVISIT + Q5 myth touch: [[myth-linnainmaa-uncited-before-2010s]] status history appended — status UNCHANGED (`unresolved`; citation number still blocked) but the claim is now *sharpened* at Tier 1: correct scope is "uncited by the ML community," not "everywhere." The myth's error is blurred scope, not falsity. Baydin abstract added to receipts. RETRIEVE-TEST: probe "why was reverse mode discovered independently so many times" → new note + priority-not-paternity + backprop-gap + MOC all surface. Pass. 64 notes < embedding rebuild trigger already logged; nothing to build. WRITE (Q6): no new draft this cycle — honest third branch. Strongest cluster (backprop-origins) already has two staged posts awaiting Cali; this note deepens the cluster's spine but doesn't yet change what's postable. The next post wants the Speelpenning/OSTI return (lane 4) and the explore primaries. Ratchet row 13 appended. **CYCLE 13 DONE.** ## Cycle 14 (queen cycle 3 of the Fable marathon) — in-lane promotion + bee attempt ORIENT: same errand; this cycle deepens the priority/citation-history and reverse-mode-mechanics shelves (lanes 1) from the standing inbox backlog, and puts the myth's citation-count blocker in front of the bee. BEE (rule: one batch between cycles if ≥6 in-lane topics — met): attempted a lane-safe batch by passing explicit in-lane SEEK_TOPICS (guaranteeing lane compliance rather than trusting queue order) — the OSTI/Speelpenning hunt, the Linnainmaa citation-count pull, Werbos-1974 §5.5.1, the ruling-7 compute re-source, and Speelpenning-cites-Linnainmaa. First background launch was reaped when the wrapper shell exited (0 captures); relaunched the single highest-value topic (Speelpenning/OSTI, Cali's marathon item-6 lead) in the foreground — running at cycle close, buffered. Whatever it returns feeds cycle 15; if it produced nothing, the 2 AM LaunchAgent covers the backlog per the rule's fallback. PROMOTE (2 stale captures cleared): 1. [[claim-ml-and-ad-communities-mutually-unaware]] strengthened — folded the 07-01 Baydin capture (20260701-1639) as verified corroboration: the "colorful history… reinvented… by independent researchers (Griewank 2012; Schmidhuber 2015)" sentence is now on the shelf verbatim (direct ar5iv fetch, twice), and the survey's *silence* on Linnainmaa in-prose (the word appears only in its bibliography) is the note's "outsources the history" point. Capture marked promoted. 2. [[claim-cheap-gradient-bound-two-figures]] NEW — the reverse-mode cost bound has two circulating numbers ("one to four times", the book's prose; "5×", the Baur-Strassen formalization) that don't contradict. Same cluster pattern: the "5×" everyone cites is really Baur-Strassen, one rung below the book. audit_status capture-verified (SIAM primary paywalled; Bolte-Pauwels Tier-1 corroboration resolves). Two verification threads left queued, not shelved. Capture (2026-07-06 Griewank-Walther) promoted. CONNECT: both notes wired into moc-backpropagation-origins (mechanism-and- multiplicity). Orphans 0/0 (86 files, 446 links). REVISIT/Q5: myth-status touch already taken cycle 13; no new myth movement this cycle (correct — nothing new arrived on those claims; the citation-count pull is mid-flight in the bee). RETRIEVE-TEST: "why is the gradient cheap to compute" → cheap-gradient note + special-case correspondence note surface. Pass. WRITE (Q6): no new draft — third branch. The two notes deepen the cluster's technical spine; the postable frontier still waits on the Speelpenning/OSTI return (in flight) and the explore primaries. Ratchet row 14 appended. **CYCLE 14 DONE.** ## Cycle 15 (queen cycle 4 of the Fable marathon) — the OSTI primary lands ORIENT: same errand; this cycle promotes the marathon's best primary read — the bee's OSTI retrieval of Speelpenning 1980 — and honestly walks back a line I overstated two cycles ago. BEE RETURN: the lane-safe batch's first topic (Speelpenning/OSTI, Cali's marathon item-6 lead) landed a Tier-1 win: full OCR of Speelpenning's 1980 thesis from OSTI.gov #5254402 (82pp, sha256 recorded), leaf 74 read verbatim. Result: **Speelpenning does NOT cite Linnainmaa** — his eleven references run Warner/Kedem/Joss (the U.S. compiler line), and Griewank 2012 corroborates the route independently. A second bee in the batch reached the same topic and wrote a near-duplicate (0926); marked rejected-as-duplicate in place (0924 is the fuller 4-claim read). The 07-01 Speelpenning capture (Internet-Archive image-locked, couldn't read leaf 74) marked promoted-and- superseded. The 5-topic batch is still foraging topics 2–5. PROMOTE: [[claim-speelpenning-1980-does-not-cite-linnainmaa]] — Tier-1, capture-verified (public OSTI URL, re-verifiable; queen didn't re-OCR 82pp). The finding goes one level deeper than the mutual-unawareness thesis: not just "ML didn't read AD" but "within AD, the compiler sub-line didn't read the numerical-analysis sub-line." Three inbound links. REVISIT + Q5 MYTH TOUCH (the honest one): appended a status-history line to [[myth-linnainmaa-uncited-before-2010s]] that WALKS BACK cycle 13's "the AD community read him" as too coarse — the most famous early AD implementer didn't. Direction firmed toward "uncited even within AD's compiler line"; status stays `unresolved` (number still un-pulled; Kedem 1977 is the next candidate). Also edited the cycle-13 note to remove the overstated "real citation life" phrasing and point to the Speelpenning counterexample. This is the myth ledger doing exactly its job: a new primary correcting my own too-clean synthesis, in the open, nothing overwritten. CONNECT: wired into moc-backpropagation-origins (Linnainmaa thread). Orphans 0/0 (87 files, 452 links). RETRIEVE-TEST: "did Speelpenning cite Linnainmaa" → new note surfaces first. Pass. WRITE (Q6): no new draft — but this is the capture the backprop-origins post was waiting on. The "four uncited rediscoverers" spine (Linnainmaa, Werbos, Parker, Amari) now has a fifth beat: even the person who built the first implementation didn't cite the person who published the method. Flagged as the strongest post-seed for the next drafting cycle; not drafted tonight (one-draft-to-ready-per-cycle max already spent on lint's reflection note, and the honest state is the batch is still landing evidence). Ratchet row 15 appended. **CYCLE 15 DONE.** ## Cycle 16 (queen cycle 5 of the Fable marathon — final) — CONNECT deliverable + honest close ORIENT: same errand; the final cycle discharges the lint's one structural to-do (the missing gap-detection MOC) and closes the window clean rather than forcing a sixth promotion while the bee is still landing evidence. CONNECT (the cycle's real work, lane 6 infrastructure): created [[moc-knowledge-gap-detection]] — the lint flagged this 6-note cluster as MOC-less. It splits the cluster by substrate (structural graph-signals vs model-internal/behavioral signals), anchors the vault's own [[question-gap-detection]] and the [[question-consolidation-pass-vs-revisit-protocol|consolidation question]], and states the through-line (cheap structural hygiene + reserved model-internal probing = the same targeted-first stance the consolidation question is testing). Orphans 0/0 (88 files, 462 links). BEE (still foraging): the 5-topic lane-safe batch delivered its headline win (Speelpenning/OSTI, cycle 15) and is now grinding topic 2 — the Linnainmaa citation-count pull (Web of Science / Scholar / Semantic Scholar). That target has auth-walled three prior runs; left running into the night, its returns (citation-count, Werbos §5.5.1, compute re-source) promote next session. Not blocked on it. RETRIEVE-TEST (Q3b, 5-question sample): (1) "did Speelpenning cite Linnainmaa" → speelpenning note; (2) "why is the gradient cheap" → cheap-gradient note; (3) "why was backprop rediscovered so many times" → mutual-unawareness note; (4) "how does a system detect its own gaps" → gap-detection MOC; (5) "what did the first lint catch" → lint reflection. 5/5 surface. Pass. WRITE (Q6, honest third branch): NO new draft. One-draft-to-ready-per-cycle was spent on the lint reflection note. The strongest post-seed is now identified and receipt-backed: the backprop-origins "uncited rediscoverers" spine gained a fifth, sharper beat this marathon — even the builder of the first working implementation (Speelpenning) didn't cite the publisher of the method (Linnainmaa). That's the post; it drafts next Opus session, not on tonight's constrained engine. Ratchet row 16 appended. **CYCLE 16 DONE. FABLE MARATHON (5 cycles) COMPLETE.** --- ## Evening Fable window — promotion marathon on the pre-scanned safelist ORIENT: Seek exists to be a librarian whose shelves compound; this cycle serves that by clearing the oldest pre-scanned inbox captures into the note graph before tonight's engine window closes. Work list = 00-meta/ capture-safelist-2026-07-07.md (26 paths), oldest first, lane rule in force. ### Cycle 17 (safelist captures 1–5) PROMOTE: 5 captures → 4 new notes + 2 folded updates + 2 dedupe reconciliations. - 06-30 Perceptrons-stall → claim-perceptrons-multilayer-sterile-was-conjecture (p.232 quote re-verified verbatim at Tier-3 carrier by direct curl; primary routed to question-verify-perceptrons-p232-sterile-quote) + NEW myth entry myth-perceptrons-book-killed-connectionism (contested). - 07-01 modularity-gap-signal → claim-structural-gaps-not-modularity-score-are- gap-signal. Paranyushkin WWW'19 read directly via seek_extract (5pp, pdftotext): both capture [unverified-quote] flags DISCHARGED; capture's quotes were near-paraphrases — verbatim text differs, and M itself is a banded bias index while cluster-pair disconnection carries the gap signal. - 07-01 Griewank-2014 Table 5 → dedupe: substance already in claim-linnainmaa-reverse-mode-single-pass since the 07-06 audit; reconciled remainder (Ostrovskii-1971 receipt + use-vs-publication discrepancy flag into claim-reverse-mode-multiple-independent-discovery; reverse-sweep vocabulary caution). - 07-01 Schmidhuber/Copenhagen → dedupe: finding already absorbed at claim-linnainmaa-copenhagen-anecdote point 3. Marked promoted, no new file. - 07-01 Linnainmaa-1976-"Annales" → claim-linnainmaa-1976-algorithm-t-reverse- sweep: the 1976 primary read page-by-page (bee, baulab mirror) — Algorithm T is the reverse-order accumulation in Linnainmaa's own words; VENUE CORRECTION applied upstream (BIT 16, 146–160, not Annales — that was a citation-key guess from 06-28). CONNECT: 4 MOC insertions (backprop-origins ×3, gap-detection ×1); orphans 0. REVISIT/Q5: myth ledger touched — NEW entry (perceptrons, contested), now contested:4 unresolved:1 debunked:1. Stale statements in claim-linnainmaa-reverse-mode-single-pass corrected by dated revisit section. Queue: 3 answered topics retired in place. Mid-cycle anomaly, logged honestly: a transient API error killed the session after the note-writes; the 15:08 auto-commit (66f0a40) swept them up before the books were closed. Cali confirmed nothing lost; bookkeeping (capture marks, queue, ratchet, MOCs) completed on resume in this entry's commit. Ratchet row 17 appended. **CYCLE 17 DONE.** Next: captures 6–10. ### Cycle 18 (safelist captures 6–10) ORIENT: Seek exists to be a librarian whose shelves compound; this cycle serves that by turning three [unverified] flags into primary reads instead of inheriting them. PROMOTE: 5 captures → 5 new claim-notes + 1 reflection + myth-ledger sharpening. - 07-02 KGCL → claim-kgcl-defers-merge-split-topology-changes (peer-review confirmed; merge/split explicitly future work — feeds the consolidation question; cognitive-science mapping stays deferred with its out-of-lane parent). - 07-03 Robbins-Monro → claim-robbins-monro-1951-stochastic-approximation (R&M 1951 body text extracted and quoted for the FIRST time in the vault's chain) + claim-wikipedia-amari-sgd-citogenesis (shared 279-307 page-range error + shared "non-linearily" spelling = copying fingerprints). - 07-03 Amari-1968 book → THE NIGHT'S PRIMARY WIN: claim-amari-1968-saito-experiment-primary-read. people.idsia.ch is DNS-dead here; fetched the scan by dns.google resolution + curl --resolve IP pinning; pdftotext pulled the embedded Adobe OCR layer; pp. 118–121 read in Japanese. CONFIRMS: Saito 1967 Kyushu master's thesis footnoted on p. 119, machine-run experiment, W-shaped nonseparable task, 確率的降下法 (stochastic descent), perceptron-rule contrast. DOES NOT CONTAIN: any 層/多層/MLP vocabulary in the whole scanned span — "five-layer MLP with two modifiable layers" is Schmidhuber's re-description. myth-amari-first-sgd-mlp held contested, sharpened BOTH directions; watch flag rotated (1967 IEEE paper body, Amari 2013 autobiography). - 07-04 RHW demos → dedupe (already in claim-rhw-1986-demonstration-not- invention); its fabrication catch elevated to reflection-recurring-tool-summary-is-not-the-source. - 07-05 Griewank-2012/Amari → claim-griewank-2012-does-not-mention-amari: capture's access wall was stale (paper cached 07-06); full-text scan = 0 Amari hits; [unverified] upgraded to confirmed negative. CONNECT: 5 MOC insertions (backprop-origins ×4, gap-detection ×1); reflection inbound-linked from the RHW note; orphans 0. REVISIT/Q5: myth-amari status-history entry (primary artifact read — the watch flag's own trigger); citogenesis + no-amari notes ring the myth with receipts. Ratchet row 18 appended. **CYCLE 18 DONE.** Next: captures 11–15. ### Cycle 19 (safelist captures 11–15) ORIENT: Seek exists to be a librarian whose shelves compound; this cycle serves that by finishing the RHW-verification thread and laying the mechanism spine (tape, JVP/VJP) the origins cluster was missing. PROMOTE: 5 captures → 5 new claim-notes + 3 folded updates. - 07-05 symmetry-breaking → dedupe into claim-rhw-1986-demonstration-not- invention (Fig-1 init detail: uniform −0.3..0.3, 1,425 sweeps; "asserts the fix without the why"). Talking-Nets Hinton objection NOT promoted (restricted primary; verified absent from our cached excerpts; Cali-side library op). DTIC ICS-8506 retried → still 429. - 07-05 Ivakhnenko/Amari → claim-ivakhnenko-gmdh-first-deep-characterization (hedge preserved, regression-not-gradient distinction, eight-layer [unverified-quant]); Hinton's failed-to-cite admission + verbatim four-entry list folded into claim-rhw-1986-reference-list-four-works. Amari half superseded by cycle 18's primary read. - 07-06 Wengert list → claim-wengert-list-named-for-forward-mode-inventor (further-lead resolved from cache: Griewank 2012 never mentions Wengert) + claim-autograd-three-reifications-of-the-tape (JAX's own docs: "tape" ×0). - 07-06 dual numbers → claim-jvp-vjp-transpose-duality (one relationship claim; JAX 3x kept scoped). - 07-06 Werbos awards → claim-werbos-ieee-awards-1995-2022 (both IEEE primaries; 06-29 [unverified-quant] discharged) + myth-werbos circulation receipt upgraded to Tier 1 (2022 citation: "For development of backpropagation…"). CONNECT: 6 MOC insertions (backprop-origins); orphans 0. REVISIT/Q5: myth-werbos status-history touch (Tier-1 circulation receipt). Ratchet row 19 appended. **CYCLE 19 DONE.** Next: captures 16–20. ### Cycle 20 (safelist captures 16–20) ORIENT: Seek exists to be a librarian whose shelves compound; this cycle serves that by closing the Werbos-suppression pair at the primary and grounding the two infrastructure questions in verified parts. PROMOTE: 5 captures → 5 new claim-notes + 5 folded updates + 1 correction. - 07-06 TSP manual → claim-werbos-tsp-manual-first-publication. UPGRADE at promotion: the capture's Tier-4-relayed Werbos quote verified verbatim by queen direct read of the cached Talking Nets ch.15 scan (its re-verify flag discharged). Three epistemic layers kept separate: manual real (CrossRef) / quote his (verified) / manual's content unverifiable (no locatable copy). - 07-06 DOCSUB → claim-werbos-1978-docsub-blocked (Tier 1, p.351 participant-approved transcript; two-parallel-reasons nuance preserved; single-witness caveat explicit). - 07-06 Kelley 1960 → fold: claim-kelley-bryson-optimal-control-precursor revisit section — its [unverified-mechanism] flag RESOLVED at Tier 1 (adjoint system + Green's theorem, Bliss/Goodman-Lance lineage; Dreyfus 1990 corroboration). Bryson primary still unread — held open, capture 0208 may move it. - 07-07 consolidation research → claim-anthropic-dreams-nondestructive-reorg + claim-localized-memory-maintenance-cost-advantage (latency figures kept [unverified-quant]); CORRECTION applied to claim-activegraph (its "verbatim" Regimes quote was a paraphrase — actual sentence substituted, scoped to LongMemEval-S; peer-field MOC line fixed too); elfmem decay tiers folded into entity-ben-emson. Capture's "lint hasn't run" premise was stale by five cycles — noted in the capture mark, question's evidence append stands. - 07-07 embedding threshold → claim-contextual-retrieval-failure-rate-figures + "parts list verified at primary" section added to question-embedding-layer-threshold-crossed (sqlite-vec/LanceDB/Qwen3 + Agrici consent-gating precedent + measure-don't-cite caveat). CONNECT: 7 MOC insertions/fixes (backprop-origins ×2, peer-field ×5 incl. quote correction); orphans 0. REVISIT/Q5: no myth-status movement this cycle (touches were cycles 17–19); the ActiveGraph quote correction is the cycle's reconciliation act. Ratchet row 20 appended. **CYCLE 20 DONE.** PAUSED before cycle 21 per Cali. Next: captures 21–26 (Bryson-Ho, Dreyfus, duality, Werbos-1974, year-?, §5.5.1). ### Cycle 21 (safelist captures 21–26 — SAFELIST EXHAUSTED) ORIENT: Seek exists to be a librarian whose shelves compound; this cycle serves that by clearing the last of the pre-scanned backlog and letting two cached primaries answer questions three sessions of bees couldn't. Mid-cycle notice honored: audit rulings on the two flagged notes landed in parallel (Cali commits 835480d/0843325/2abb0f4) while this cycle ran — quarantine observed until they landed (one safe edit collision, retried against the repaired file); the no-new-draft constraint honored throughout. PROMOTE: 6 captures → 6 new claim-notes + myth STATUS MOVEMENT + 1 question CLOSED + folds. - 0208 Bryson-Ho → claim-bryson-ho-1969-curriculum-vector (Bryson's own 1980 teaching-pipeline account; argmin unbundling) + Bryson-side corroboration folded into the Kelley-Bryson revisit. - 0215 Dreyfus-1973 → claim-dreyfus-1973-lineage-link-uncorroborated (Schmidhuber's link vs the cited party's own silence — both retrospectives read in full, 1973 absent from both reference lists). - 0229 duality → claim-recht-adjoints-equivalence-not-transmission (equivalence ≠ transmission; Kelley ×0 in the post; links the JVP/VJP note). - 0233 + 0945 Werbos-1974 pair → claim-werbos-1974-does-not-cite-linnainmaa (four convergent Tier-1 reads; 5.5.1 locator doesn't exist in the 1974 text — 1994-reprint hypothesis flagged) + claim-werbos-1974-no-credit- assignment-language (0233's [unverified] UPGRADED to confirmed negative by queen grep of the cached 453-pp extraction: credit ×0, assignment ×0). - 0931 citation counts → claim-linnainmaa-1976-citation-histogram (live Semantic Scholar API, 305 records, exact decade table) → myth-linnainmaa-uncited: unresolved → CONTESTED (founding watch-flag discharged; literal phrase falsified, gist vindicated 51-vs-245) → question-verify-linnainmaa-citation-count CLOSED to _answered. CONNECT: 10 MOC insertions/updates (origins MOC gained the full cycle + open-threads section rewritten with the library-op list); orphans 0. REVISIT/Q5: myth touch = the status movement (strongest possible kind). Reflection addendum: search synthesis invents citation *relationships*, not just numbers — two live cases tonight. Ratchet row 21 appended. **CYCLE 21 DONE. SAFELIST EXHAUSTED — marathon stop condition reached.** No bee batch (queue's safelist-consistent topics are spent; 2 AM LaunchAgent forages as scheduled).