The authors designed AfS around three time horizons.
Scientific agents gain auditability through enforced, re-verifiable research workflows
The AfS platform uses constrained research nodes, frozen commitments, artifact ledgers, independent review, and persistent memory to make long-running agent work easier to audit.
Industry
Di Wang · Yu Liu · Bing Cui · Chaoqun Ji · Dongyuan Ni · Jingyu Lu · +2 more
IdeaHorizon Team
Research Digest··2 min read
Thread:Agent Rule Compliance
The IdeaHorizon Team describes AfS, a platform for scientific projects spanning dozens of agent runs with only occasional human involvement.
Why this paper
From IdeaHorizon Team · Part of Agent Rule Compliance, now 23 papers
In one line
Scientific credibility is achieved by making non-compliant states unrepresentable through mechanically enforced laws, not by asking the model to behave.
What we could check
- ·No code link found
- ·No weights link found
- ·No dataset link found
- ·No compute details found
- ✓Limitations stated by the authors (2 noted)
- ·No benchmark numbers found
Observed from the paper text and links we have. Absence here means we did not find it, not that it does not exist.
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