// Hacker Noon · 8 May 2026

No Circuit Fits All

Most LLM agent debates ask the wrong question. Instead of "is this mechanism good," the right question is "what work is this agent doing." LLMs are not appliances — they are electricity. The appliance emerges from the circuit: constraint set defines what freedoms the model has and doesn't have; topo...

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