jevIMAGE
ProofLayer uses Jev to check paper reproduction results
Presented at Agents That Act: a TrueFoundry agent harness runs reproductions while Jev checks results against the paper's claims, reducing reviewer workload.
Amey Muke
@7613PerfectArchived 2026.09.27Originally posted 2026.09.26


Amey Muke @7613PerfectOriginally posted 2026.09.26
We are building ProofLayer at “Agents That Act” 🚀 from @truefoundry AI makes Producing papers becoming easier, but checking their claims still takes substantial expert time. Reviewers still need to verify evidence properly. To reduce review work for reviewers we are building Proof Layer where @truefoundry agent harness runs reproductions and @typesafeai Jev checks claims against results. @truefoundry @polaris_code @typesafeai #truefoundry #polarisschooloftechnology
x.com/7613perfect/status/2103754676638237035Archived 2026.09.27 10:12