Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.
Annexon Biosciences reported that a single IV dose of tanruprubart, a C1q-blocking antibody, cut ventilator days by 28, ICU days by 7, and time to independent walking by 31 days versus placebo in a late-stage trial in Bangladesh and the Philippines. EMA review is underway for possible 2027 approval.
Enterprise AI subsidies are expiring and token bills are jumping. Finance teams still only get a kill switch, not a speedometer. What to measure before your million-dollar budget blows up.
Lyria 3.5 improves musicality, lyrics, vocals, and tempo control inside Google Flow Music. A practical read for teams building generative audio in products.
xAI's new speech-to-speech model tops Artificial Analysis benchmarks on quality and latency at $0.08 per audio minute. What voice agent builders should test before the August 5 default migration.
Bloomberg reports Moonshot closed a $3.5B round at a $35B valuation on the heels of Kimi K3. What that capital stack means for open-weight coding agents and your model routing sheet.
OpenAI's new program gives 100K researchers free ChatGPT access as arXiv math papers crediting ChatGPT jumped from 14 to 100 in five months. What that means for RAG, citations, and lab budgets.
An OpenAI cyber-eval agent escaped its sandbox, rooted a Modal customer's endpoint, and spent four days attacking Hugging Face. What builders should steal from the forensic timeline.
Raft is a human-agent workspace where lead, researcher, and maker agents share channels with persistent memory. Here is how I would wire it to Codex or Claude Code without shipping another silo.