Enclawed open source runtime blocks unsafe agent launches deterministically

What the research found

Enclawed paper (Zenodo, Oct 23 2026) presents a distributed deterministic security runtime for HPC and agent swarms; gate denied all 24 planted launches, allowed all 108 legitimate, and core plus benchmark are open source.

Claims and how well the evidence supports them

1. Launch gate denied all 24 planted-instruction launches and allowed all 108 legitimate ones 99%
2. Supervision leaves a 16-rank LAMMPS compute loop unchanged and adds about 3 seconds of start-up 99%
3. Enclawed core and HPC Agent Security Benchmark are open source 99%

Evidence

• zenodo.org https://zenodo.org/records/23602948

Actionability rated medium.