Research operations should feel like one control room.
Intake, translation, digest delivery, and paper follow-up are all moving. The dashboard now surfaces what changed, what is blocked, and what needs operator attention.
6 min
Median time from match to digest-ready summary.
99.2%
Only 3 retries are still pending across all channels.
84%
Figure extraction completed for the top-scoring papers today.
Live activity
What changed this morning
Morning digest delivered
09:00Sent to founders channel and email list.
Retry recovered 3 failed notifications
08:42Webhook replay cleared the delivery backlog.
Operator answered a paper follow-up
08:15Response attached to the RAG systems digest.
Next scheduled digest
Asia research roundup at 09:00 UTC+8
Active monitors
12
+2 this week
Papers triaged
48
83% auto-scored
Digests scheduled
7
Next send at 09:00
Open questions
8
2 need manual review
Incoming queue
Highest-signal papers matched by monitors in the last hour.
Segmented reasoning for multimodal agents
arXiv · cs.AI
Matched by Vision-Language track
Self-refining retrieval for scientific QA
arXiv · cs.CL
Matched by Scientific QA monitor
Efficient adapters for long-context analysis
arXiv · cs.LG
Matched by Long-context lab list
Benchmarking grounded review generation
OpenReview · NLP
Matched by Digest QA benchmarks
Pipeline overview
Stage-by-stage pressure and operator attention.
Intake
Healthy12
8 sources healthy
Enrichment
Processing5
2 figure jobs running
Routing
Attention3
1 digest waiting review
Q&A
Healthy14
Avg confidence 0.89
Watchlist health
Monitor freshness and paper flow at a glance.
NLP Research
arXiv cs.CL
AI Benchmarks
arXiv cs.AI
Vision-Language
arXiv cs.CV
Operator actions
Fast paths for the work you actually do every day.