Magnetar Lets Computers Prove Their Programs Ran Correctly
Source Microsoft Research blog
At a glance
Microsoft Research has introduced Magnetar, a technology that uses zero-knowledge proofs (a method that proves a claim is true without revealing any secrets) to produce a short certificate showing a program ran correctly. The proof can be checked in a few milliseconds.
Key points
Results can be checked quickly without running the program again.
Programs written in Rust, Go, and C can be proven, and the company says it is on average 10 to 39 times faster than the previous fast method.
Security relies only on widely used standard hash functions (calculations that turn data into a short value).
Why it matters
This could change how trust works in places like AI agents and financial trading, where people need to confirm results with proof rather than by trusting who produced them.
Original article
Proof-based general-purpose computing with Magnetar
Microsoft Research blog · Oct 16, 2026, 1:00 AM GMT+9 · microsoft.com
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