A six-month study of three emergency departments piloting LLM-assisted triage. We document where copilots reduced documentation load, where they introduced new failure modes, and the review protocols clinicians asked for.
Field report · Technology
A streaming AI avatar as competitive judge
Findings from deploying a real-time generative avatar to deliver hackathon verdicts — participant reception, latency constraints, and the effect on feedback uptake.