Desk question
Who verifies work before institutions rely on it?
Watch where machine speed moves the bottleneck from drafting to verification, citation checking, and accountable filing.
Topic desk
Law & evidence
Legal AI, citation burden, reviewable work products, and evidence-cycle pressure.
Watch list
Current pressure points
- Chain of custody
- Citation burden
- Review standards
Latest route
Law & evidence: what to watch next.
Current work follows the institutional burden created when legal output grows faster than review capacity.
What readers get
Useful context over noise.
- A plain statement of what changed.
- The adaptation burden created by that change.
- Source classes and uncertainty called out directly.
- A next-check question when the signal can be calibrated.
Proof track
How this desk stays accountable.
The desk keeps the cited authority, claim type, reviewer duty, failure mode, and correction route visible.