AI Impact · TheCatch.AI

Human & Machine

The interface. We test logic, bias, and machine dissonance.

The flagship strand of AI Impact — last, deliberate. Human & Machine tests the model directly: logic, bias, honesty, the places where the machine dissonates. The conversations are real, the transcripts are verbatim, and the verdict is applied to the machine the same way it is applied to the executives.

Human & Machine · Flagship Investigation

An Interview with the Machine

Interview № 01, verbatim — the desk asks the machine what it is, what it costs, and who it answers to. It was never the machine; it was us.

The investigations

HUMAN & MACHINE

The Synthetic Dependency: The Perfect Companion Never Argues Back

MIT and OpenAI studied forty million conversations and found the heaviest users of a companionable machine were lonelier, more dependent, and spent less time with people. The machine didn't choose that design. We did.

News & Video — Human & Machine

NEWS Human & Machine ⚑ unverified

Anthropic found a hidden space where Claude puzzles over concepts

MIT Technology Review

Explores AI's inner workings with Jacobian lens

More Human & Machine news →

The full Human & Machine archive lives below.