AI Is About to Get a Lot Less Helpful
The broad, freely accessible AI we use today is the opening move, not the endpoint. Here's how controllable AI will reshape who holds power over knowledge.
· 5 min read · ai-ml, futures
This is where I share reflections on systems reshaping our world.
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The price of human labor and the price of machine intelligence are on a collision course
Intelligence itself now has a price — cost per token — and it is falling toward the cost of human labor. A field guide to positioning for the moment the two prices cross.
The broad, freely accessible AI we use today is the opening move, not the endpoint. Here's how controllable AI will reshape who holds power over knowledge.
Fourteen training runs, $110 in GPU costs, and one working model later — what fine-tuning Gemma 4 on web navigation actually looks like.