Trust & Verification
Prove it, don't just promise it
When AI makes a claim, how do you know it is true? Trust & Verification is our framework for making AI outputs auditable and traceable. Research direction: verifiable AI outputs, including proofs that let you verify without exposing private data.
Source Attribution
Every claim APEX makes can be traced back to its source. When it summarizes a document, you can verify which parts came from where. When it cites a fact, you can check the original. No more black-box hallucinations presented as truth.
Zero-Knowledge Proofs (Research)
A research direction, not a shipped feature: proving that a computation happened correctly without revealing the underlying data. A business can verify its financial statements are accurate without exposing individual transactions. A user can prove their identity without sharing personal details.
Audit Trails
AI actions are logged: who asked, which model, what changed. Essential for compliance, invaluable for debugging, and critical for trust.