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LATTICA BLOG

News & Updates

Latest insights, announcements, and developments from LatticaAI

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32,412x Faster: GPU-Accelerated FHE Performance Milestone
Performance October 2024

32,412x Faster: GPU-Accelerated FHE Performance Milestone

LatticaAI has achieved a major performance breakthrough, delivering encrypted compute that's 32,412x faster than baseline implementations. This milestone makes FHE practical for production workloads, enabling real-time encrypted inference and analytics at scale.

Performance Breakthrough

Through GPU acceleration and optimized algorithms, we've achieved unprecedented performance improvements in Fully Homomorphic Encryption. This makes encrypted compute viable for real-world applications that require both privacy and performance.

Our breakthrough combines cutting-edge GPU optimization techniques with algorithmic innovations to deliver performance that was previously thought impossible. By leveraging parallel processing capabilities and specialized hardware acceleration, we've transformed FHE from a research concept into a production-ready technology.

Impact

This performance milestone opens up new possibilities for encrypted compute across industries:

  • Real-time encrypted inference now possible for production applications
  • Production-grade performance for enterprise workloads requiring both speed and privacy
  • Scalable encrypted analytics that can handle large datasets efficiently
  • Practical FHE for mainstream applications previously limited by performance constraints

Discover more about our FHE technology and performance innovations.

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More from Lattica

Technical Whitepaper: Production-Ready Performance
Research September 2025

Technical Whitepaper: Production-Ready Performance

This whitepaper covers our tensor programming model, benchmarks, and extensibility to custom hardware. Models run directly on encrypted data.

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Practical TFHE for SaaS: Exact, Encrypted Logic in Production
Technology August 2025

Practical TFHE for SaaS: Exact, Encrypted Logic in Production

How Lattica and Sunscreen make TFHE practical for SaaS teams that need exact, policy-heavy logic over encrypted data.

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Announcing HEAL 1.0
Announcement June 2025

Announcing HEAL 1.0

We are excited to announce HEAL 1.0, with integer-only tensor runtime, enhanced support, and updated documentation for production integration.

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