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chore: daily update 2026-07-31

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# Web Search Evidence
> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest pull: 2026-07-27 18:04 UTC.
> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest pull: 2026-07-30 18:04 UTC.
## 2026-07-26 pull
@@ -317,5 +317,47 @@ Q10 returned four new sources that further corroborate the existing `agent-memor
- Pull 4: fetched 2026-07-27T18:04:46Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-27T18-04-01-259Z/web-search-results.json`
- Pull 5: fetched 2026-07-28T18:04:26Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-28T18-03-43-560Z/web-search-results.json`
- Pull 6: fetched 2026-07-29T18:03:26Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-29T18-02-29-119Z/web-search-results.json`
- Queries: pulls 1, 2, 4, 5, 6 = 10 queries each; pull 3 = 6 queries (vendor-anchored only)
- Pull 7: fetched 2026-07-30T18:04:41Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-30T18-03-34-547Z/web-search-results.json`
- Queries: pulls 1, 2, 4, 5, 6, 7 = 10 queries each; pull 3 = 6 queries (vendor-anchored only)
- Instance: `web-search-1`
---
## 2026-07-30 18:04 pull
Seventh stand-alone Tavily pull; all 10 queries re-ran. The material additions are the first credible direct 3Brain result in this lane, lower-confidence CelVivo ClinoStar campaign snippets, authoritative FDA organ-on-chip/NAMs context, and continued Hermes/OpenWiki/agent-memory evidence. Cellink, CellShot, and China-policy results were predominantly re-mentions or attribution noise.
### 3Brain CorePlate conference and application positioning — confirmed vendor signal
- **3Brain organization material via LinkedIn, surfaced with a 2026-07-25 result:** [ISSCR 2026 / CorePlate-enabled HD-MEA campaign](https://www.linkedin.com/posts/lucyschmidt_neuroscience-cellbiology-brain-activity-7486837823321292800-F8Rk) (score 0.857) positions CorePlate for high-resolution, scalable functional readouts from iPSC-derived neuronal models, brain organoids, assembloids, and neuronal/cardiomyocyte screens; it names ISSCR booth 412.
- **3Brain company LinkedIn:** [3Brain AG](https://jp.linkedin.com/company/3brain) (score 0.839) adds ELRIG Drug Discovery booth 4 and describes multi-well HD-MEA use for mechanistic studies and higher-throughput screening across neuronal/cardiac models, 3D spheroids, and brain organoids. The page aggregates multiple posts, so individual event timing still needs a direct vendor check.
- **3Brain official site:** [High-Density Microelectrode Array](https://www.3brain.com) (score 0.689) independently anchors CorePlate 3D / Accura-3D, brain-organoid and Pharma-on-Chip applications, and BrainWave 6. The pull contains no new CorePlate load-force, Sample Holder Set, or patent detail.
- **Robin relevance:** first credible direct 3Brain evidence after five pulls dominated by an unrelated EEG-paper mis-attribution. Added `/commitments.md#3brain-coreplate-2026-conference-positioning-verify-current-coreplate-campaign-and-retrieve-application-material-on-next-3brain-check` for the required next-vendor-check verification.
### CelVivo ClinoStar / ClinoStar 2 campaign snippets — watchlist
- **Instagram snippets:** [ClinoStar webinar copy](https://www.instagram.com/p/DbaUZjIjMgK) (score 0.335) describes clinostat-based simulated microgravity; [NexUs Locus live-demo copy](https://www.instagram.com/reel/DbKYC4NBtrN) (published 2026-07-24; score 0.291) promises on-site growth of larger, more physiologically relevant organoids; a separate [ClinoStar 2 post](https://www.instagram.com/p/DbSl7nkoFjK) (score 0.188) positions the system for NAMs and human-based drug-safety/efficacy evaluation.
- Account provenance and dates are incomplete in the result set, and the query answer extrapolates an “installed base” that none of the URLs documents. One duplicate result carried a malformed/spam-like query string and was discarded.
- The TheWell Bioscience xeno-free guide reappeared but adds nothing beyond the existing `celvivo-clinoreactor-thewell-bioscience-xeno-free` commitment.
- **Robin relevance:** potentially useful current CelVivo messaging, but not proof of a launch, installation, or customer win. Added `/commitments.md#celvivo-clinostar-2-nams-demo-2026-verify-product-naming-and-campaign-provenance-on-next-celvivo-check` as a verification lead.
### Organ-on-chip, bioprinting, and regulatory context
- **FDA, content current 2026-07-27:** [Accelerating and Modernizing Early and Late-Stage Clinical Development](https://www.fda.gov/industry/fda-actions-accelerate-and-modernize-early-and-late-stage-clinical-development) (score 0.566) explicitly includes human organ-on-chip systems among NAMs, alongside June 2026 cell/gene-therapy draft guidance and May 2026 streamlined nonclinical-safety guidance. This is authoritative US regulatory context, not a China-policy update.
- **Molecular Cancer, published 2026-07-28:** [patient-derived 3D-bioprinted primary liver-cancer models](https://link.springer.com/article/10.1186/s12943-026-02751-1) (score 0.347), from Peking Union Medical College Hospital, adds China-based translational application evidence.
- **npj Biomedical Innovations, published 2026-07-29:** [Challenges and opportunities in generating microvasculature using bioprinting techniques](https://www.nature.com/articles/s44385-026-00100-x) (score 0.177) adds application-domain context. The prior MDPI hepatic-organoid volumetric-bioprinting paper also reappeared.
- China Order No. 818, CDE classification, CARsgen, CN Bio, NASA AVATAR, and Emulate results are re-mentions already captured in pull 5 or pull 6; no NMPA/CDE-direct corroboration appeared.
### Workflow tooling and agent memory — source-backed, low priority
- **NousResearch Hermes Agent docs:** [api-server.md](https://github.com/NousResearch/hermes-agent/blob/main/website/docs/user-guide/features/api-server.md) (score 0.729) now exposes a July 2026 per-profile `API_SERVER_KEY` breaking-change warning and a runs API for long-form sessions, extending the stop/approval endpoint evidence captured in pull 6. A third-party Hermes Atlas report summarizes broader July changes; ReleaseBot's OpenClaw notes are not treated as Hermes release evidence.
- **OpenWiki official repository:** [langchain-ai/openwiki](https://github.com/langchain-ai/openwiki) (score 0.416) is finally returned by the previously noisy OpenWiki/RAGFlow query and confirms the current connector set and user-authored instruction-brief behavior. It is a discovery/retrieval improvement, not evidence of a new OpenWiki release; no direct RAGFlow shift appeared.
- **LLM-wiki pattern:** [arXiv 2607.24759v1](https://arxiv.org/html/2607.24759v1) (score 0.792) explicitly describes an LLM-maintained interlinked Markdown wiki between raw sources and agents; [LLM Wiki v2](https://gist.github.com/rohitg00/2067ab416f7bbe447c1977edaaa681e2) surfaced on 2026-07-30 (score 0.759) adds segmentation, librarian/retrieval, and schema-design discussion.
- **Enterprise agent memory:** MinIO's [AIStor Memory announcement](https://www.hpcwire.com/bigdatawire/this-just-in/minio-launches-aistor-memory-the-enterprise-memory-foundation-for-agentic-ai) (2026-07-29; score 0.576) and [SiliconANGLE coverage](https://siliconangle.com/2026/07/29/miniio-debuts-aistor-memory-long-term-memory-ai-agents-need-scale-safely) (2026-07-30; score 0.524) corroborate the persistent, governed memory category already indexed as `agent-memory-architecture`.
### Exclusions and synthesis result
- **Cellink:** Tavily's answer attributes the MDPI volumetric-bioprinting paper to BIO X, but the underlying result excerpt does not name CELLINK. Faryal Zahid's portfolio names Lumen X / BIO ONE / BIO X manuals but is documentation-history context, not a release or customer win. The existing Cellink commitment is unchanged.
- **Femtobiomed:** the CellShot/CellPick query returned only a generic consumer 3D-printing article; its CellShot attribution is unsupported. No CellShot, CellPick, or TriArm evidence was promoted.
- **Promoted:** two vendor-verification commitments (3Brain and CelVivo). **Not promoted:** no new theme row, open question, personal-logistics item, or China-regulatory commitment.
- **Coverage:** fetched `2026-07-30T18:04:41.115Z`; 10 queries; raw `~/.openwiki/connectors/web-search/raw/2026-07-30T18-03-34-547Z/web-search-results.json`; instance `web-search-1`.