The Ethereum Foundation pointed coordinated AI agents at the software its validators run and got a remotely triggerable crash out of it. It also got a pile of confident, well-written findings that were not bugs at all.

  • Ethereum Foundation developers used AI agents to hunt for bugs in the network’s gossipsub messaging system, uncovering a crash vulnerability that could take validator nodes offline and has since been fixed as CVE-2026-34219.
  • The experiment showed that most of the work involved sifting real bugs from convincing false positives, as AI agents generated detailed but often misleading narratives about test-only crashes, infeasible attacks and trivial formal proofs.
  • Because AI tools struggle with exploits that unfold over valid steps, like recent Edel Finance and BONK attacks, the Foundation now uses agents to propose suspicious sequences while still relying on traditional testing and human review to validate them.
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Gate Leads Spot Market Share Gains as CEX Volumes Rise for First Time in Five Months

CEX trading volumes rose for the first time in five months in June, with spot climbing 15.3% to $1.11T and RWA perpetual volumes surging to a record $311B.

Why it matters :

CEX trading volumes rose for the first time in five months in June, with spot climbing 15.3% to $1.11T and RWA perpetual volumes surging to a record $311B.

Robinhood built a blockchain for tokenized stocks. Memecoins took over

Robinhood Chain surges into top five by DEX volume: Bernstein

Bitcoin’s BIP 110 fork deadline nears with miner support at zero

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