Live data

A research corpus that runs every night

Papers arrive from Zotero, from Claude and from a nightly citation search. Each passes a license gate before it is stored. Every synthesised claim can be traced back to its page and DOI, and a second model checks it.

The corpus

A
Papers
174
6 active bundles
Curator annotations
3
from Zotero
License conflicts
9
2 awaiting review
Retracted
2
kept, never synthesised

The license gate

B

Unknown counts as closed. Sources that disagree get the strictest class and a flag for review. Last recheck: 1 Oct, 03:30.

  • Green
    97 · 56%
  • Yellow
    34 · 20%
  • Orange
    16 · 9%
  • Red
    27 · 16%

Hover a class to see what the gate allows for it.

All papers by class, conflicts and reviews →

Intake, last 30 days

C

Seeds, Zotero, live additions and the nightly citation search.

Papers added per day · peak 127
01273 Sept1 Oct
Table view
3 Sept0
4 Sept0
5 Sept0
6 Sept0
7 Sept0
8 Sept0
9 Sept0
10 Sept0
11 Sept0
12 Sept0
13 Sept0
14 Sept0
15 Sept0
16 Sept0
17 Sept0
18 Sept0
19 Sept0
20 Sept0
21 Sept0
22 Sept0
23 Sept0
24 Sept0
25 Sept0
26 Sept0
27 Sept0
28 Sept0
29 Sept0
30 Sept127
1 Oct47

Synthesis

D

Latest run: Kimi K3 writes, GLM-5.3 checks · Ollama Cloud · 1 Oct, 07:53

Claims
117
excluding planted errors
Supported
99
Partly supported
18
Not supported
0
BundleWritten byChecked byClaimsFinished
research-integrityKimi K3GLM-5.3111 Oct, 07:53
supervisionKimi K3GLM-5.3101 Oct, 04:46
research-integrityKimi K3GLM-5.3101 Oct, 04:43
rag-reliabilityKimi K3GLM-5.391 Oct, 04:39
production-agenticKimi K3GLM-5.3101 Oct, 04:35
ai-for-scienceKimi K3GLM-5.3101 Oct, 04:32
ai-for-scienceKimi K3GLM-5.31030 Sept, 23:08
research-integrityGLM-5.3 Flash—1130 Sept, 22:56

What ran

E

The system works when no one is watching. Times are Stockholm.

JobLast runLast 7 days
Search index (hourly)1 Oct, 10:52✓ all ok
Intake retry (hourly)1 Oct, 10:52✓ all ok
License + retraction recheck (03:30)1 Oct, 03:30✓ all ok
Synthesis (04:30)1 Oct, 04:46✓ all ok
Discovery via citations (02:15)1 Oct, 02:25✓ all ok
Zotero sync (every 5 min)1 Oct, 11:04✓ all ok

The private flow, in numbers only

F

Counts from the curator's private instance. Volumes and trends only: no content crosses over.

Papers
6,018
as of 2026-10-01
Papers, last 30 days
935
as of 2026-10-01
Trend signals
3,279
as of 2026-10-01
Signals, last 30 days
582
as of 2026-10-01
Field notes
599
as of 2026-10-01
Bundles
15
as of 2026-10-01