
Vivodyne's biological datacenter trains AI on living…
Vivodyne runs 12 robotic HIVE labs that dose, scan, and analyze lab-grown human tissues at scale. The pitch is a world model of human biology that catches bad drugs before trials.
Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.

Vivodyne runs 12 robotic HIVE labs that dose, scan, and analyze lab-grown human tissues at scale. The pitch is a world model of human biology that catches bad drugs before trials.

Anthropic is rolling out SynthID-style text watermarking globally to meet the EU AI Act. No hidden characters, no extra cost, no user tracing. Detection still needs length and a key.

Dr. Shanmu Jin proved Crouzeix's conjecture with GPT-5.6 Sol in ChatGPT Work mode. The scarce skill is no longer finding ideas. It is verifying them fast.

Anthropic's CEO made a rare X appearance to push back on critics who say his safety warnings backfired. His bet: medicine and biology results will move public opinion more than any PR campaign.

Z.ai shipped GLM-5.3 on the same weights as GLM-5.2 and jumped from 4.6 to 28.3 on Terminal-Bench 3.0. The lesson for builders: post-training and harness fit beat another pre-training run.

Nous Research shipped /loop so Hermes re-runs prompts on a timer inside your session, with backoff and real stop conditions. It is cron with memory, and it changes how you monitor long agent jobs.

A founder-facing buyer guide for hiring an AI or automation engineer. Build vs buy vs hire, red flags that separate tool resellers from builders, and the questions that expose a weak proposal before you wire money.

Faraday is a 27B agent trained with long-horizon RL to replicate research figures. Inherent reports it beats Claude Opus 4.8 and GPT-5.5 on its Replica benchmark by directing Codex as a tool.