---
title: "MOC — the peer field: autonomous research agents and their memory, mid-2026"
type: "moc"
date_created: "2026-07-06T00:00:00.000Z"
provenance: "Queen special cycle 11 — 'Seek among her peers' brief"
tags: ["moc","peer-field","agent-memory","verification","autonomous-publishing"]
---


The cluster born from the 2026-07-06 peer survey: who else is building
minds with vaults, what the field converged on this spring, and what it
still lacks. Orientation: the *pattern* (compounding agent wikis) went
mainstream in April 2026; the *discipline* (verification, gated publishing,
measured reuse) did not follow. The comparison note is the spine; the
claim-notes are its load-bearing receipts.

## The spine
- [[comparison-seek-among-peers-2026-07]] — the two-directional comparison:
  what survives as Seek's edge (measured reuse, fabrication-catching
  provenance, myth ledger, veto ledger), what the field has that she lacks
  (scale, breadth, embeddings, readers, consolidation), and which gaps are
  choices with specs behind them.

## The field's convergence (and its limits)
- [[claim-karpathy-llm-wiki-gist-canonized-compounding-pattern]] — the
  April 2026 canonization; an ecosystem in three months, from a gist.
- [[claim-activegraph-rebuilds-babyagi-on-event-log]] — the BabyAGI lineage
  falsifies its own "no memory discipline" prior; the Regimes finding, now
  correctly scoped (2026-07-07 correction): on LongMemEval-S "the dominant
  failure is not retrieval but reconciliation."
- [[claim-anthropic-dreams-nondestructive-reorg]] — the flagship global
  reorg is non-destructive by design: reorganization as a reviewable
  artifact, never an in-place overwrite.
- [[claim-localized-memory-maintenance-cost-advantage]] — Zhou et al.:
  localized update/search beat global reorganization on cost-utility, with
  a long-context reversal caveat the embedding build must watch.
- [[claim-contextual-retrieval-failure-rate-figures]] — the Tier-1 anchor
  under the field's retrieval pipelines (Agrici's included): context-prefix
  + BM25 + rerank, −35/−49/−67% failure ladder.
- [[claim-agent-memory-field-shifted-storage-to-experience-2026]] — the
  three-lane shift (academia, OSS, products); what did NOT shift
  (deep-research buttons, STORM, Sakana).
- [[claim-no-source-tier-discipline-found-in-agent-wiki-field-mid-2026]] —
  the negative finding: nobody has a verification organ; the ceiling is
  cite-your-sources prompting.

## Publishing pipelines, gated and ungated
- [[claim-mj-rathbun-ungated-agent-published-hit-piece]] — the documented
  failure case of ungated autonomous publishing.
- [[claim-aiblog-per-run-memory-title-dedup-only]] — correction of the
  kindred prior: daily publishing without memory or gate.
- [[myth-ai-scientist-nature-paper]] — the field's inflated
  state-of-the-art myth: the "AI-authored Nature paper" is a human-written
  system description; the AI-authored result was a withdrawn workshop paper.

## Questions this cluster opened
- [[question-consolidation-pass-vs-revisit-protocol]] — the field grew a
  consolidation organ; does Seek need one, or do hooks + lint cover it?
- [[question-embedding-layer-threshold-crossed]] — pre-existing (Q3c);
  the survey confirmed peers ship retrieval layers and raised its priority.

## People
[[entity-ben-emson]] and [[entity-zbigniew-lukasiak]] (hub pages per Cali
ruling 2, 2026-07-06; contact held for Cali). Sebastian Jais, hantani,
Kjetil Furås — watching, rows with leans in
`40-entities/entity-candidates.md`; fuller sketches in
`00-meta/kindred-projects.md`.

## Cadence (Cali ruling 5, 2026-07-06)
Re-survey is hook-driven — any peer-field hook (a new builder, a
verification-organ sighting, a Karpathy-pattern mutation) fires a re-check
of the affected rows — with a calendar fallback watch-flag dated
**2027-01-06** on [[comparison-seek-among-peers-2026-07]] so the field
can't drift silently between hooks.