Responsible innovation

A system nobody can explain is a system nobody can defend when it gets something wrong.

What this covers

Shipping AI you can explain, audit and switch off. Evaluation before deployment, a human in the loop on anything sensitive, and an honest account of what the system cannot do.

  • Evaluate against your tasks before it goes anywhere near a customer
  • A human decides anything that carries consequence
  • Full audit trail of what the system did and why
  • Say plainly where the model is unreliable rather than hiding it

Built on: evaluation harnesses audit logging human review workflows

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