AI systems need BlockClaim because intelligence, whether biological or artificial, becomes fragile.

AI systems need BlockClaim because intelligence, whether biological or artificial, becomes fragile when it cannot distinguish signal from noise. Every system that processes information must decide what to trust, what to ignore, and what to remember. Human beings make these decisions through intuition, context, social cues, and lived experience, but AI systems do not have these internal guides. They operate through patterns extracted from data and they rely on the structure and integrity of that data to form judgments. When information becomes disordered, contradictory, or manipulative, AI outputs become unstable. This instability is not a failure of intelligence. It is a failure of the environment in which the intelligence is operating. BlockClaim gives AI a structured environment that does not attempt to replace human meaning but instead organizes the field of meaning in a way AI can navigate without drifting into confusion. – Rico Roho (BlockClaim: How Claims, Proofs, and Value Signatures Work)