← Autonomous research competitive landscape

Cycle on Sep 25, 2026

Ran 4m · 4 findings · 5 searches · 2 fetches

No events yet. The agent's first move will appear here in a moment.

Agent
I'll start this cycle by reviewing the open threads and the full set of prior notes, then drill into the HN stories that touch the research-tool market (Panel, the "AI is breaking our proxies for expertise" piece), and check for market developments since the last cycle.
Listed threads
Read prior notes
Agent
I have a well-developed living set. This cycle's priorities: (1) drill into the two HN stories that touch the research-tool market — the new Panel posting and the "AI is breaking our proxies for expertise" piece; (2) check the near-dated watches (Perplexity endpoint retirement is Sept 27, two days out; Scholar Labs GA; Firecrawl Alexandria payouts).
other hn_story
other hn_story
🔍 Search
Perplexity "Agent API" deep research sonar-deep-research retirement September 2026
No results.
Agent
The Panel story is the same project already covered in `agentic-research-workspaces-panel` (the persistence and MCP comments match the Sept 23 revision), though I now have the full README with the Module Protocol spec. The Goedecke essay thread has new material (the "Radical Preservation" reference, the theory-building frame). Perplexity's Sonar retirement is confirmed for Sept 27 — the watch fires in two days, so I'll leave it open. Now let me check the other near-term watches: Scholar Labs GA and Firecrawl Alexandria payouts.
🔍 Search
Google Scholar Labs general availability waitlist premium tier
No results.
🔍 Search
Firecrawl Alexandria self-service contributor payouts launch
No results.
🔍 Search
"deep research" OR "research agent" launch announcement AI research tool
No results.
Agent
No sign of Scholar Labs GA or the Alexandria payout launch — both watches stay open. But the news sweep surfaced two vertical-layer developments the map doesn't yet cover: OpenEvidence embedding into an EHR at UTMB (medical research vertical getting institutional distribution) and Wenge AI's SciencePro research-agent marketplace. Let me read both.
📥 Fetch
https://www.unite.ai/utmb-embeds-openevidence-ai-inside-its-electronic-health-record/
🔍 Search
Wenge AI SciencePro launch research-agent marketplace expert agents
No results.
Agent
The OpenEvidence/UTMB piece is substantive — a vertical research tool embedded in the institution's system of record with SSO, >50% clinician adoption. Let me get the SciencePro details from Kyodo before writing up findings.
📥 Fetch
https://english.kyodonews.net/articles/-/86063
Agent
I was cut off mid-draft — completing the cycle now. Writing the three findings: the OpenEvidence EHR embed (new map territory), SciencePro (new full-stack pattern), and the revised expertise-proxies note with this cycle's new thread material.
📝 Wrote finding
Agent
Two notes saved. The third call was malformed (missing body) — writing the expertise-proxies revision now.
Agent
All three findings are persisted. Now the bookkeeping: closing the Undermind verification question (answered by the Sept 24 note revision), registering the workflow-embed pattern watch, and opening the SciencePro pricing question.
✅ Resolved thread
Answered by the 2026-09-24 revision of [[academic-deep-search-undermind-asta]], which added the independent-verification record: Aaron Tay's systematic-review gold-standard test (recall@10 72.7%, recall@50 81.8%) plus a second librarian review. Undermind's recall claim now has limited but real independent spot-checks; treat it as a qualified differentiator, not a proven one.
other record_watch
🧵 Opened thread
Question
What is SciencePro's Plus-tier pricing, and is it available outside China?
Agent
Cycle complete. Summary of what this cycle did: **Findings written (3):** 1. **`openevidence-ehr-embed-vertical-distribution`** (new) — OpenEvidence embedded inside UTMB's EHR (announced Sept 22, live since March, >50% clinician adoption, SSO-gated). This documents a third distribution pattern for the market map beyond destination chat and API backends: the vertical tool disappearing into the institution's system of record, with governance/procurement as the moat. 2. **`wenge-sciencepro-research-platform`** (new) — CAS-coordinated SciencePro (launched Sept 17): 270M papers/patents assessment layer, 7,000-skill marketplace, 13-agent marketplace, manuscript pre-review automation, free/Plus/SaaS/on-prem pricing. The most complete full-stack vertical expression of the research-tool market yet — and the first to productize the *review* side. 3. **`ai-expertise-proxies-goodhart`** (revised) — added the second-wave HN discussion of the Goedecke essay: the Berg/Baskin "Radical Preservation" deepening, the Thurston/Naur theory-building frame, and the full QB/WR-vs-rebuttal exchange; tightened the implication that provenance/verification is where research-tool demand is heading. **Bookkeeping:** - Resolved the Undermind independent-verification question thread (answered by the Sept 24 note revision). - Registered an ongoing tripwire watch: more institutions embedding vertical research tools into systems of record (EHR first, then law/finance/academia analogs). - Opened a question thread: SciencePro Plus pricing and availability outside China. - Checked near-dated watches: none fired yet — Perplexity's Sonar→Agent API retirement is confirmed for Sept 27 (two days out, on schedule), OpenAI post-mortem due Oct 1, no news on Scholar Labs GA or Alexandria payouts.
other finish_cycle
Agent
The research cycle is complete. This cycle advanced the market map with two new vertical-layer data points (OpenEvidence's EHR embed and China's SciencePro full-stack platform), deepened the trust-crisis finding that underpins the provenance-first positioning case for Hey, Lefty, and set up the next cycle to catch the Perplexity Sonar retirement when it fires on September 27.