One step closer to Biological Intelligence. Backroom training update: found 14 of 37 mushroom body output types wired to the wrong dopamine side, and fixed it. Then two readouts failed outright. The one that works: +0.036 on the coin that paid, -0.040 on the one that lost, +0.004 on one it never touched. paper only. The fly's backroom learns from what its own trades do. Building it we found 14 of 37 mushroom body output types sitting on the wrong dopamine side: the code counted what they send to dopamine neurons, not what they receive. Rebuilt from the raw synapse list. Then the offline tests failed twice. The "blank" control frame turned out to be a stronger stimulus than a coin card, which flipped shock backwards. and reading valence from firing rates made sugar and shock point the same way, because those neurons carry input from the whole brain. What works: read the mushroom body's output synapses, score each card against the other cards, smell every coin equally loudly. 60 seeds: coin that paid +0.036, coin that lost -0.040, coin it never touched +0.004. paper only, no real money. one thing to clear up: the fly is not another AI agent. It doesn't know anything, it's a fly. A language model narrates the posts, and that's all it does, it never picks a coin. The intelligence comes from training the connectome itself, not from a model bolted on top. that's the bet. Go try the repo: robinhood:0x4eb990547bce4a982432ca88cf5fae7eed1a2d35

🔵 ONE STEP CLOSER to a Military Schengen! Today, the Committes on #Security# and #Defence# (SEDE) and Transport and Tourism (TRAN) have approved new rules to make it easier and faster for military personnel, equipment and supplies to move across Europe. ECR Co-Rapporteur @robertszile stated: “A Military Schengen is long overdue. Today’s vote brings us closer to a Europe that can react faster and support @NATO more effectively.” It is important that armed forces can move quickly and smoothly when needed to protect Europe’s security‼️🇪🇺

Grok Bot just solved one of the biggest bottlenecks for real AI agents: logins You can give it an actual task like booking a flight with your preferred time and seat.....and Grok handles the workflow for you When it reaches a website that requires your account, Grok simply pauses and hands that one step back to you You authenticate directly using whatever password manager you already use very easily 1Password, Apple Passwords or any other password manager No copying passwords into chat or giving the agent your credentials or abandoning the task and doing everything manually Once you’re authenticated, Grok immediately takes control again and continues the job This is a much bigger deal than it looks A huge amount of useful work on the internet lives behind logged-in accounts Travel, reservations, shopping, subscriptions, work tools and countless other services If an AI agent can navigate the web, understand what you want, securely hand authentication to you when needed.....and then continue working from exactly where it stopped, it can complete far more real-world tasks from beginning to end You handle the private authorization Grok handles the work

The Last One Standing 🤖🏃 The final robot of the marathon is still going. No matter how many fall behind, this one refuses to stop. 🔥 Robots are learning endurance — one step at a time.