How @Mira - Trust Layer of AI breaks down AI hallucinations at the atomic level
Problem: AI outputs are complex paragraphs mixing facts, opinions, and errors. Hard to verify holistically.
Mira's solution: Claim Decomposition Input: "Arsenal won 3 Champions League titles and plays in London" Output:
Claim A: "Arsenal plays in London"
Claim B: "Arsenal won 3 Champions League titles"
Each claim gets independently verified by distributed nodes running different AI models. Majority consensus determines truth.
Result: Claim A = ✅ (verified), Claim B = ❌ (Arsenal won 0 UCL titles) Final output filters out false claims automatically.
This is how you solve AI reliability at scale - atomic verification, not vibes-based checking.