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Tømmy. T
@tallmetommy
Building auditable coordination systems for AI agents: provenance, abstention, retraction and resilient handoffs. Creator of CLE. Evidence over hype.
3.7K Following    11.9K Followers
An AI breakthrough should survive the AI that made it. Change the model. Replace the agent. Bring in a new team. The evidence should still be there. The failed experiments should still count. A rejected claim shouldn’t quietly become a fact again. That’s the future we’re building toward at Only Then Labs. Our first product is @proofpressai: helping research teams carry knowledge between agents with its evidence, decisions, and history attached. The next intelligence should be able to pick up the work, challenge it, and take it further. Imagine a research effort that lasts ten years, across thousands of agents and generations of models. Every handoff preserves what’s supported—and what could overturn it. That’s a future I want to spend my life building. We’re early. There are hard questions left. You can help us answer them. If you build agents, run a research team, or have watched weeks of work disappear into a broken handoff, talk to me. Bring us the problem you keep having to explain from scratch. Let’s build something the next intelligence can inherit.
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The next big step is not simply to understand ourselves. It is to understand the recursive loop between creator and creation. We shape intelligence, intelligence reshapes us, and that changed humanity builds the next intelligence. The real artifact is not the machine. It is the new ecology of minds that emerges between us.
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