signal log · transmissions
Field notes / the work in writing.
Notes from clinical AI in production, genomics experiments, and the occasional sharp take on the AI-startup landscape. No content marketing — just what I learned this week.
- T01
2026.06.12Booting the signalWhy I started writing in public — and what to expect from this channel.#meta#intro - T02
2026.06.08Most healthcare AI demos die at the LIS boundaryWhy your beautiful clinical-AI prototype falls apart the moment it meets a real Lab Information System — and what to design for instead.#clinical-ai#lis#integration#healthcare - T03
2026.06.03qPCR result → bedside antibiotic: the seven hand-offs nobody drawsAntimicrobial-resistance decision support looks like a one-step problem. It isn't. Here are the seven hand-offs between the qPCR machine and the prescribing doctor, and where each one quietly fails.#amr#genomics#clinical-ai#decision-support - T04
2026.05.26Healthcare voice agents have a CPU problem, not an LLM problemEvery 'reduce TTFT' thread on Twitter is solving the wrong bottleneck. Where the latency actually lives in a real clinical voice agent — and why optimizing the model first is almost always a waste of effort.#voice#agents#latency#healthcare - T05
2026.05.18The handwritten Test Requisition Form is the most under-rated benchmark in clinical AIForget MMLU. The honest benchmark for any clinical AI you're about to trust with a patient is whether it can read a doctor's handwriting on a TRF — and most can't.#document-ai#vision#benchmarks#clinical