Why have I invested in @lagrangedev $LA 👇 Lagrange Labs is tackling the core challenge of establishing trust and verifiability in AI systems, particularly as AI becomes widespread in sectors like finance, healthcare, defense, and consumer applications. The primary issue they address is the "black-box" nature of AI models: users currently must blindly trust that AI outputs are accurate, unbiased, and aligned with intended functions, without cryptographic guarantees. This lack of proof exposes risks like model tampering, privacy breaches, or misaligned decisions that could have real-world consequences. To solve this, Lagrange developed DeepProve, a production-ready zero-knowledge machine learning (zkML) framework that generates compact cryptographic proofs for AI inferences. It verifies that an AI model's output (Y) resulted from running the model correctly on a specific input (X), without revealing sensitive data, model weights, or proprietary algorithms. Key benefits: 🔹...
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