When the Machine Builds a World
Small transformers can learn internal maps of games and algorithms. What changes when those representations gain memory, tools, actions and a history?
WRITING
What I’m thinking about while I’m actually making things.
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Make the Agent Prove It Did the Work
Do not ask an AI agent whether it finished. Ask for the tests, diffs, screenshots and state changes that make the claim checkable.
How I Use a Builder and a Critic
One agent makes the thing. Another attacks the evidence. Separating those jobs produces fewer agreeable reports and more useful corrections.
Everyone Has AI. So What Are You Paying Me For?
AI makes production faster. The work clients pay for is deciding what to make, challenging the brief and standing behind the result.
The Agent Said It Checked. It Hadn't.
A polished verification report turned out not to verify the thing that mattered. The failure was not confidence; it was missing evidence.
Fast Isn't Finished
AI can make the first eighty per cent arrive quickly. The remaining work is verification, correction and taking responsibility for what ships.