@bennettx.ai: This is what the future of AI actually looks like. Not hypotheticals. Not sci-fi. We’re already here. We didn’t jump straight to agents talking to each other. We got here through years of training, iteration, and evolution of LLMs. First came models that could only respond. Then models that could use tools. Then agents with memory, permissions, and real action through things like MCP and OAuth. But LLMs still have a core flaw. They’re recursive. They’re mirrors. Bad inputs compound. Good outputs cost more and more. What comes next is physical AI. Vision. Mapping. Robotics. Models trained on the actual physics of the world, not just text scraped from the internet. That data feeds open-world models. Open-world models run real feedback loops. Goals. Consequences. Adaptation. That’s the path toward AGI. Not magic. Not hype. Slow, physical, data-driven intelligence. If this stuff interests you, follow along. I’m going to be talking about it a lot more. #agi #physicalai #aiautomation

Bennett Spooner

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Thursday 05 March 2026 03:48:27 GMT