Inference Labs: Solving the AGI Era's Black Box Problem with 'Auditable Autonomy' By early 2026, AI had deeply integrated into high-risk industries like aviation, healthcare, and finance, but its 'black box' nature made it difficult to assign responsibility during accidents. With cyberattacks targeting aviation AI systems surging by 131%, traditional offline auditing methods can no longer meet the demands of real-time oversight. ■ 'Inference as Receipt' under Cryptographic Proof Inference @inference_labs introduces the concept of 'Auditable Autonomy' through its core framework, Proof of Inference, and DSperse architecture, mandating that every AI decision is accompanied by a cryptographic proof. ① Using zero-knowledge proof technology, the system generates tamper-proof 'digital receipts' for every autonomous action without exposing private model logic. ② DSperse ensures the verification process does not compromise execution accuracy or speed. Inference @inference_labs is paving the way for AI Agents to achieve true control: By simultaneously enhancing 'verification' and 'autonomy,' it establishes a new industry safety standard, addressing challenges across sectors like energy, finance, and manufacturing.