The Automatic Scientist – A Short-Circuit of Understanding

°°°°~x§x-<@> In May 2026, two simultaneous papers in Nature announced the arrival of the “automatic scientist” — multi-agent AI systems capable of formulating hypotheses, designing protocols, and analysing data with minimal human supervision. Co-Scientist (Google/Stanford) reproduced in days a hypothesis that had eluded human researchers for nearly a decade. Robin (FutureHouse) cut drug discovery time …

AI Machines & Recursivity

(Elaborated with the help of a LLM) Auto-research, Meta-harness, and the New Universal Grammar of Optimization From machines that speak to machines that do First there was the machine that speaks.The spectacle of a disembodied LLM voice, fluent and compliant, answering everything and nothing in the same tone. Now we have entered the age of …