DrivingResearch.

Company health

Built 2026-08-26T18:32:48Z · every number on this page is a direct count of the live catalogue and work queue at build time. Nothing here is fabricated.

Papers

Total
77698
Archived (full PDF)
12453
Indexed (paywalled)
65245
Cataloged
77698
Still discovered
0
Pending archive
0
Pipeline statusArchive statusPapers
cataloged archived 12453
cataloged indexed 65245

Pipeline queue

Work-queue depth by work type and status. available = ready to claim; completed/exhausted = terminal; failed = needs attention.

Work type availablecompletedexhaustedfailed total
archive ·5568221799 7884
audit ·4·· 4
author_sweep 26825826948· 35232
catalog ·719025· 71907
citation_sweep ·1829536· 2365
classify ·11287490· 8618
embed ··346· 346
enrich ·22402916· 5156
extract_findings ·1246128· 12489
resummarize 899617610710 7192
role ·319· 22
summarize 387362366 8981
topic_sweep ·1216532· 1748
verify ·9325397· 6329
verify_links ·70469·· 70469
web ·1·· 1

Discovery progress

Author sweeps available
26
Completed
8258
Exhausted (found nothing)
26948

Discovery runs as bounded author-sweep waves. "Available" is the un-swept backlog; "exhausted" sweeps returned no new in-scope papers.

What's stuck

Failed queue units
115
Zombie sessions
0
Untagged (no method axis)
57828
Untagged archived
6558
Work typeFailedLast error
archive99RecursionError: maximum recursion depth exceeded
resummarize10SKIP — proposal or not yet conducted
summarize6SKIP — proposal or not yet conducted

No plan-hold sentinel: no active session plan is parked.

Recent activity

WhenRolePlanValidateSummary
2026-08-26T01:04:43Z autonomous-runner completed PASS Time-boxed autonomous run (3 min). cataloged 77698→77698 (+0); cycles=2; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=230); stopped_by=llm_blocked.
2026-08-25T18:35:36Z autonomous-runner completed PASS Time-boxed autonomous run (4 min). cataloged 77698→77698 (+0); cycles=2; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=230); stopped_by=llm_blocked.
2026-08-25T01:13:58Z autonomous-runner completed PASS Time-boxed autonomous run (13 min). cataloged 77698→77698 (+0); cycles=2; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=230); stopped_by=llm_blocked.
2026-08-24T18:43:55Z autonomous-runner completed PASS Time-boxed autonomous run (13 min). cataloged 77698→77698 (+0); cycles=2; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=230); stopped_by=llm_blocked.
2026-08-24T01:14:34Z autonomous-runner completed PASS Time-boxed autonomous run (13 min). cataloged 77698→77698 (+0); cycles=3; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=230);...
2026-08-23T23:03:16Z worker+worker (owner-directed) completed PASS Owner-directed: ran the LLM-gated queue against the running vLLM model (qwen3.8-27b-gittensor on :8000 via DR_LLM_URL — the model serving this session; GPU...
2026-08-23T20:32:32Z autonomous-runner completed PASS Time-boxed autonomous run (121 min). cataloged 77698→77698 (+0); cycles=62; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=83); stopped_by=deadline.
2026-08-23T07:11:55Z autonomous-runner completed PASS Time-boxed autonomous run (371 min). cataloged 77698→77698 (+0); cycles=178; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=83); stopped_by=deadline.
2026-08-22T21:15:00Z worker completed pass Final LLM-free sweep of blocked residuals (consolidation session): MDPI cluster re-probed via untried routes — legacy res.mdpi.com CDN + its Wayback...
2026-08-22T20:35:02Z autonomous-runner completed PASS Time-boxed autonomous run (124 min). cataloged 77698→77698 (+0); cycles=60; discovery_waves=0; gpu_pending(embed=0,classify=0,verify=0); stopped_by=deadline.

Full session log →

Freshness

Site built
2026-08-26T18:32:48Z
Last validate
PASS (sess-run-1787706049, 2026-08-26T01:04:43Z)

validate.py does not write a standalone status file; the last validate result is read from the session ledger.