Warden brings AI to web3, enabling any application, protocol or smart contract to integrate safe AI.
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https://link3.to/wardenprotocol |

Do you know that @wardenprotocol has announced its new feature that called SPEX?

No? Let's learn it together! 🧵⬇️

Instead of re-running all computations (which is costly), SPEX uses smart sampling and Bloom filters to verify results with statistical confidence. It defends against lazy or even malicious behavior by AI systems or compute providers—without the overhead of zero-knowledge proofs or TEEs.

Perfect for both cloud and on-chain use, SPEX is fast, cheap, and open-source:

•	GitHub:  https://github.com/warden-protocol/warden-spex

•	Paper: arxiv.org/abs/2503.18899

Learn more at:

https://wardenprotocol.org/blog/spex-the-firewall-for-ai

https://wardenprotocol.org/blog/spex-verifiability-in-the-age-of-black-box

https://wardenprotocol.org/blog/spex-combating-ai-system-manipulation

#AI #Web3 #SPEX #WardenProtocol  #Verifiability #OpenSource

What is SPEX?

SPEX (Statistical Proof of Execution) is Warden Protocol’s answer to the growing problem of trust in AI systems. It’s a lightweight, verifiable computing protocol that ensures AI outputs can be trusted—even when the AI itself is a black box.