ai-safetynlp

AI refusal fixer

Develop a tool that modifies AI outputs to reduce unnecessary refusals. Helps developers create more cooperative AI assistants.

Why now

New techniques for controlling AI behavior create commercial opportunities.

Who for
AI developers
Business model
Pay-per-use API
Effort
A few weeks

AI systems often refuse reasonable requests too conservatively. A post-processing tool could rewrite these rejections into helpful responses.

Offer an API that takes AI outputs and applies safety-preserving smoothing. Charge per thousand processed responses.

Begin with simple rule-based adjustments. Later incorporate more sophisticated models.

Balancing safety and usefulness is tricky. Start with low-risk use cases.

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AI refusal fixer — Ideas