AI article

Why binary AI disclosure systems fail (and how to design better ones)

Binary AI disclosure flags collapse a spectrum into one bit and end up incentivizing dishonesty. Here's how to design provenance that actually works.

Dev.to | May 10, 2026 | Alan West

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