Lagrange: Shaping the Future of Safe and Trustworthy AI
In an era where artificial intelligence (AI) is transforming every aspect of life—from healthcare, defense, and finance to digital infrastructure—one critical question looms large: Can we trust what AI is doing? Lagrange Labs, with its pioneering DeepProve technology, is providing a powerful answer to this challenge, ushering in a new era for secure, private, and verifiable AI.
DeepProve: The Power of zkML
Lagrange leads the world in zero-knowledge machine learning (zkML) with DeepProve, a groundbreaking library that enables developers to cryptographically prove that AI models have run correctly and produced accurate results without revealing sensitive data or proprietary model logic. This innovation is key to building trustworthy AI systems for high-stakes industries such as finance, healthcare, defense, and Web3 ecosystems.
DeepProve delivers two core values:
Verifiability: Prove that an AI output was accurately generated by a specific model on a specific input.Privacy: Verify results without exposing the input data or the model’s architecture and weights.
Unmatched Performance
Compared to existing zkML tools, DeepProve stands out with:
Proof generation up to 1000x faster.Sub-second proof generation for many model types.Proof verification 2x faster.Trusted setup process 660-1150x faster.
Practical Applications
DeepProve unlocks significant value across various sectors:
Finance: Verify outputs from large language models (LLMs) for voice-based payments or financial workflows.Credit: Prove loan eligibility without disclosing sensitive personal data.KYC (Know Your Customer): Support identity verification with verifiable outputs.IP Protection: Execute encrypted models to safeguard intellectual property in AI.
$LA Token: Fueling Safe AI
The LA token of Lagrange is built on a simple principle: Proof demand = Token demand. This token is not just a transactional tool but the backbone of infrastructure ensuring AI is safe, private, and verifiable LA is listed on major exchanges, including Binance, Coinbase, OKX, Upbit, Bybit, HTX, KuCoin, MEXC, and more, solidifying its position in the cryptocurrency ecosystem.
Impressive Achievements and Metrics
Lagrange has made remarkable strides, evidenced by:
Over 3.7 million AI inferences proven.More than 1 million proofs generated.Over 4,400 unique DeepProve users.
These milestones highlight the widespread adoption and practical potential of Lagrange’s technology.
World-Class Team and Research
Lagrange boasts a leading research team, comprising professors and PhD researchers from prestigious institutions like Yale, HKUST, EPFL, and UMD, with a combined 22,000+ academic citations. This team has published 4 scientific papers on novel zero-knowledge proof schemes, accepted at top academic and industry conferences such as SBC.
Leading Lagrange is Ismael Hishon-Rezaizadeh, Founder and CEO, a serial entrepreneur with a robust technical background and strategic vision. Alongside him is Chararlampos (Babis) Papamanthou, Chief Scientist, a pioneer in computer science and cryptography with over 100 publications and 14,900 citations.
Strategic Partnerships and Strong Backing
Lagrange has forged strategic partnerships with industry giants such as NVIDIA, Intel, Sentient, OG, Gaia, Mira, Billions, and OpenLedger. The project is also backed by some of the most respected investors in Web3 and cryptography, including Founders Fund (with a $13.2 million investment), Polychain Capital, 1kx, Hack VC, CMT Digital, DAOS, NGC Ventures, and Delphi Digital.
Additionally, Lagrange collaborates with Matter Labs, directing up to 75% of outsourced proofs, and has been selected for Intel’s Startup Accelerator Program ("L’iftof").
Vision and Mission
In a world where AI increasingly drives critical decisions, ensuring transparency and trustworthiness is non-negotiable. Lagrange not only addresses the “black box” problem of AI but also lays the foundation for a secure, private, and verifiable AI ecosystem. With DeepProve and $LA token, Lagrange is building the infrastructure for the future of AI—where trust is not just promised but proven.
Lagrange is more than a technology project—it’s a commitment to a transparent and trustworthy AI future.
This article is for informational purposes only. The information provided is not investment advice
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