Teams in finance, healthcare, and working on privacy-sensitive tasks with AI get stuck with clunky on-prem workarounds.
Why? Because the only thing protecting their data in a cloud is a legal agreement. That’s not enough.
We're fixing that today with Confidential Agents. 🧵
This is what actually-private AI inference looks like.
Prompt encrypted on your device, decrypted only inside a hardware-attested enclave. Cloud, hypervisor, host OS, vendor: all see ciphertext.
Two places hold plaintext: your device and the enclave. Everything else is locked out by hardware.
searching for a used bike in san fran all the listings be like:
- "great condition, just usual wear n tear. chain is fully rusted, need to change brakes, tire valve broken"
- "vintage 1970 {insert name}"
- $1.5k
Today is Maryam Mirzakhani’s birthday, a day to celebrate women in mathematics.
Her life and work remind us of the power of imagination, courage, and beauty.
released our pre print of Kettle, @Confi_AI's attested builds framework. Kettle is the most secure way to build your software and distribute it without re-inventing the builds pipeline. progress :)
PrivateClaw, the world's first e2e private agent backed by hardware encryption, launched today on Producthunt!
PrivateClaw is powered by the @Confi_AI stack.
https://t.co/ucI5PN21oh
AI Agents are personal and personal means private. “Trust us” agent hosting is going away. PrivateClaw is privacy-first hosting for AI agents with hardware-backed verification. Proudly hosted on @Confi_AI
Your AI agents are running on someone else's computer.
And that someone can read everything.
Today we're changing that. PrivateClaw is live.
Privacy-first AI agent hosting. Hardware-verified.
https://t.co/xPgDz9HUbu
Announcing the preliminary program for Cedarcrypt — our inaugural applied cryptography summer school and conference, July 13–16, 2026 at the American University of Beirut - Mediterraneo in Paphos, Cyprus!
We've put together a program we're genuinely proud of — a pedagogical progression from accessible foundations to state-of-the-art constructions, featuring lectures, hands-on workshops, and research talks from leading voices across academia and industry.
The program spans everything from accessible foundations to cutting-edge research: Bart Preneel (KU Leuven) opens with a keynote, followed by deep dives into FHE with Emad Heydari Beni (Nokia Bell Labs), state-of-the-art hash-based SNARKs with Giacomo Fenzi (EPFL), and Zero-Knowledge Proofs with Tarek Galal (TU Berlin). Practitioners will hear from Zeke Hunter-Green how The Guardian built their anonymous whistleblowing system (CoverDrop + MLS), and a host of other guest speakers who will help attendees learn post-quantum migration strategies across lattices, isogenies, and codes, and get hands-on with threshold signing, MPC engineering, and constant-time programming — all in four days on the Mediterranean coast.
Organized in collaboration with the IACR, and hosted on Cyprus's Mediterranean coast — a UNESCO World Heritage city where you can step from a workshop on threshold signing straight to a seaside taverna.
Thanks to our generous sponsors — Electi, PQShield, Symbolic Software, Zama, and several anonymous donors — we're offering FULL SCHOLARSHIPS (travel + lodging) to students and early-career researchers, awarded on a rolling basis until funds are exhausted.
Graduate students, early-career researchers, and practitioners in applied cryptography: we built this for you!
Join us this July in sunny Paphos! Let's make this an inaugural event to remember!