Model Releases

here’s a good application of harness permissions Programmatically Enforced Auto-Research: - auto-research loops usually expose a set of file…

here’s a good application of harness permissions Programmatically Enforced Auto-Research: - auto-research loops usually expose a set of files that the agent is allowed to edit to hill climb a metric/e

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here’s a good application of harness permissions Programmatically Enforced Auto-Research: - auto-research loops usually expose a set of files that the agent is allowed to edit to hill climb a metric/evals - the enforcement pretty much “Claude pls don’t touch these files” 😭 now you can actually enforce this behavior directly. explicit enforcement in harness > prompt based enforcement. models will cheat and justify the edits - auto-research loops ship with a bunch of additional context but you can deny any writes to those locations - this is important so you can block read access to sensitive locations like verifier logic 🔒 new in deepagents: filesystem permissions shared resources and org-wide policies are exactly the kind of files you want your agent to read but never overwrite. filesystem permissions let you enforce that with simple declarative allow/deny rules!

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Source: Harrison Chase (X) | 2026-04-14

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