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Tokens Are the New Electrons

Tokens Are the New Electrons

Edison metered electrons by the ampere-hour before anyone metered tokens, and the War of Currents was fought over the same problem the AI economy has now: getting a dead commodity to a device built to do something with it.

I Know It When I See It

I Know It When I See It

Autonomous agents don't develop taste. They execute the taste someone was disciplined enough to write down. A worked example from a real pipeline.

Most AI Conversations Fail (Here's Why)

Most AI Conversations Fail (Here's Why)

Tell the model to close every response with a short list, split by who acts. It turns a wall of prose back into something you can actually run a project on.

The Bottleneck Is You

The Bottleneck Is You

Language models have effectively read every book ever written. You process what they hand back at a fixed fifty bits a second, a number that hasn't moved in your species' history. That fixed rate is the actual chokepoint.

There Are No Shortcuts Into a Sponge

There Are No Shortcuts Into a Sponge

Learning has one input pipe at a fixed rate. You can't speed it up — only stop wasting it. On comprehensible input, opportunity cost, and unlimited output.