Squeeze Evolve: When AI Stops Thinking Alone and Starts Allocating Intelligence
Opening — Why this matters now The industry has quietly reached an uncomfortable realization: throwing more tokens at a problem is no longer impressive—it’s expensive. Test-time scaling, once celebrated as a clever workaround to model limitations, is starting to look like an unhedged position. Generating 500–700× more tokens to approximate reasoning is not intelligence—it’s brute-force search with a rising cloud bill. ...