Demo

Demo desk. Every organisation, source and story here is fictional and frozen at the demo clock. Nothing on this site is current reporting. Demo clock: Thu 12 Mar 2026, 09:00 UTC, frozen. About the demo

Desk log

Every grouping decision in this build, in the order it was made, with its score and the closest event it did not join. Identical to the output of python3 tools/explain.py.

Threshold 0.35. Merges by editors are applied last.
PublishedReportDecisionEventScoreClosest rejected
Northgate Robotics reports results from its warehouse picking pilotSignal WirenewNorthgate Robotics reports results from its warehouse picking pilot–
Northgate's picking robots reach 99.1 percent accuracy in pilot, with caveatsCircuit ReviewjoinedNorthgate Robotics reports results from its warehouse picking pilot0.644 (entities 1.00, words 0.11)–
ReasonBench v2: test items found in public training data; scores under reviewKestrel Benchmarks NotesnewReasonBench v2: test items found in public training data; scores under review–
Consultation opens on AI-assisted review of building permitsHarbour City Digital OfficenewConsultation opens on AI-assisted review of building permits–
A popular reasoning benchmark may be contaminated, its maintainers sayThe Latent WeeklyjoinedReasonBench v2: test items found in public training data; scores under review0.682 (entities 1.00, words 0.21)–
ReasonBench contamination: what it means for the leaderboardBuilders Forum top threadsjoinedReasonBench v2: test items found in public training data; scores under review0.362 (entities 0.50, words 0.16)–
Harbour City asks residents about AI in permit reviewsGradient GazettejoinedConsultation opens on AI-assisted review of building permits0.642 (entities 1.00, words 0.10)–
Schema-guided decoding narrows the gap on structured extractionBrightwater Institute PapersnewSchema-guided decoding narrows the gap on structured extraction–
Open Ledger corpus moves to a share-alike licence from AprilOpen Ledger Data Trust NoticesnewOpen Ledger corpus moves to a share-alike licence from April–
Dataset licence change could affect fine-tuning projectsThe Latent WeeklyjoinedOpen Ledger corpus moves to a share-alike licence from April0.713 (entities 1.00, words 0.28)–
Introducing Orchard 3: open-weight models in three sizesOrchard Labs BlognewIntroducing Orchard 3: open-weight models in three sizes–
Orchard Labs releases Orchard 3 open-weight model familySignal WirejoinedIntroducing Orchard 3: open-weight models in three sizes0.763 (entities 1.00, words 0.41)–
Statement on ReasonBench re-scoringMeridian Models NewsroomjoinedReasonBench v2: test items found in public training data; scores under review0.457 (entities 0.67, words 0.14)–
Orchard Labs releases Orchard 3 open-weight model familyRelay DailysyndicatedIntroducing Orchard 3: open-weight models in three sizesCopy of Signal Wire–
Hands-on: Orchard 3's smallest model runs on a laptop, slowlyCircuit ReviewjoinedIntroducing Orchard 3: open-weight models in three sizes0.646 (entities 1.00, words 0.11)–
Orchard 3 thread: licence terms and benchmark claimsBuilders Forum top threadsjoinedIntroducing Orchard 3: open-weight models in three sizes0.434 (entities 0.67, words 0.09)0.283
What the share-alike switch means for small labsBuilders Forum top threadsnewev-0311-openledger-threadDissolved: an editor merged its only report into another event.–
Notable this week: schema-guided decoding for extractionPaper Digest NewsletterjoinedSchema-guided decoding narrows the gap on structured extraction0.675 (entities 1.00, words 0.19)–
Tessellate shows T2 inference accelerator to early partnersCircuit ReviewnewTessellate shows T2 inference accelerator to early partners–
ReasonBench v2.1 published with 412 items removed; leaderboard correctedKestrel Benchmarks NotesjoinedReasonBench v2: test items found in public training data; scores under review0.680 (entities 1.00, words 0.20)0.189
ReasonBench corrections reshuffle the top of the leaderboardCircuit ReviewjoinedReasonBench v2: test items found in public training data; scores under review0.657 (entities 1.00, words 0.14)0.174
Orchard 3 licence clarified: commercial use allowed below a user thresholdGradient GazettejoinedIntroducing Orchard 3: open-weight models in three sizes0.637 (entities 1.00, words 0.09)–
Why small models are getting better at filling in formsThe Latent WeeklyjoinedSchema-guided decoding narrows the gap on structured extraction0.677 (entities 1.00, words 0.19)–
Meridian Voice: a speech API in public previewMeridian Models NewsroomnewMeridian Voice: a speech API in public preview0.174
Meridian Models opens speech API preview to developersSignal WirejoinedMeridian Voice: a speech API in public preview0.780 (entities 1.00, words 0.45)0.175
What the share-alike switch means for small labsBuilders Forum top threadsmergedOpen Ledger corpus moves to a share-alike licence from AprilEditor: The thread names no entity, so the algorithm cannot match it, but it discusses this licence change.–

Dropped before grouping