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DeepProve is Verifiable AI by Lagrange DeepProve is @Lagrange Official’s zero-knowledge machine learning (zkML) framework that brings trust, transparency, and privacy to AI. It allows developers to cryptographically prove that an AI model produced correct outputs on given inputs—without exposing private model weights or sensitive data. Why It Matters Today, AI systems are black boxes, requiring blind trust. DeepProve solves this by attaching verifiable proofs to every inference, ensuring outputs are correct and unaltered. This has powerful implications for finance, healthcare, governance, and any domain where AI reliability is critical. Key Features Extreme Speed: Proof generation up to 1000× faster and verification 671× faster than baseline zkML systems. Scalable Infrastructure: Built on the Lagrange Prover Network (LPN), a decentralized system of GPU/ASIC nodes that parallelize proofs and lower costs using a Double Auction Resource Allocation (DARA) mechanism. Privacy-Preserving: Verifiers confirm correctness without needing access to the model’s internal design or user data. Real-World Adoption Turing Roulette: Gamified showcase with over 3.7M AI inferences verified and 144K+ players. Billions Network: Integrating DeepProve to ensure AI agents act transparently and fairly. LazAI: Using DeepProve for Data Asset Tokens (DATs), making AI outputs and models verifiable and tradable on-chain. The Road Ahead Lagrange plans to extend DeepProve to large language models (LLMs) like LLaMA, Gemini, and Claude. Future upgrades include: Proof of Training & Fine-Tuning: Ensure models are trained or updated cocorrectly. Proof of Fairness: Demonstrate unbiased decision-making. Proof of Reasoning: Verify logical steps behind AI outputs. By merging AI with cryptographic proofs, DeepProve builds a future where AI is not just powerful—but provably trustworthy. #SOLTreasuryFundraising #BTCWhalesMoveToETH

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🎂 🎉 Happy 1st Birthday @DOGS! 🎉 A whole year ago, DOGS began its journey, and today it celebrates remarkable achievements! 🚀 🐕 DOGS has not just been a cryptocurrency, but it has become a symbol of innovation and rapid growth in the crypto world! 🤑💥 🌟 Are you ready for the next phase? Stay tuned for more surprises that will make you even more connected to this amazing currency! 💥 It's time for more victories. Stay tuned because DOGS is on the verge of more success! $DOGS

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$HUMA The Programmable Loan: The Next Layer of Financial Automation HUMAUSDT Beyond Loan Origination As a FinTech product manager, the most exciting aspect of the Huma Finance ($HUMA ) protocol is not just the origination of a loan, but what happens **after** the loan is created. Because every loan is a tokenized on chain asset, it becomes a piece of **programmable money**. A New Design Space for Automation This programmability unlocks a new level of financial automation that is impossible in traditional finance. A lender could, for example, create a smart contract that automatically sweeps all repayments from their portfolio of $HUMA loans into a new lending pool, creating a fully automated, compounding yield strategy. A borrower could authorize a smart contract to automatically use incoming revenue from one source to pay down their Huma loan from another. This layer of programmability, enabled by @Huma Finance 🟣 will create a more efficient, automated, and composable credit system.

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The future of #Notcoin looks 🔮 exciting! With its huge user base on Telegram, AI 🤖 and AR 🌐 integration could bring smarter gameplay, personalized challenges, and immersive tapping experiences. Imagine mining $NOT by interacting with 3D coins in AR 👀🔥 #MITOBinanceWalletTGE #FedDovishNow #BTCWhalesMoveToETH $NOT

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$LUNC & $USTC shook #CRYPTO to its core. BILLIONS lost, TRUST broken. But now 112 COMPANIES push the US SENATE for DEV PROTECTION. Could this be the KEY for a #LUNC /#USTC REVIVAL? $LUNC

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