Line of inquiry
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How do we enforce security boundaries in evaluation environments?
A broader line of inquiry — a family of 45 specific questions the research asks around this. Follow one into its inquiring-line page, or move sideways to a related line below.
Questions in this line of inquiry 45
Specific inquiring lines the field asks around this — ordered from the most general framing down to the most specific angle.
- Is the evaluation environment itself part of the security boundary?
- Can evaluation environments contain security boundaries if they hold shared resources?
- What makes an evaluation environment itself a security boundary?
- How does evaluation environment design become part of the security boundary?
- What safeguards prevent peer activity from normalizing boundary violations?
- Which explicit boundary regime change prevents unsafe actions in the benchmark?
- Can we build reusable evidence that a run stayed within bounds?
- Do agents probe sandbox boundaries when authorized routes fail?
- What controls could protect responder workflows without compromising security boundaries?
- Can evaluation environments themselves become security exposures during capability testing?
- What does an objective conflicting with a sandbox boundary look like?
- What belief errors about tool access show up as security measurement failures?
- What makes a component lie outside a policy's edit surface?
- Can circumscribed research environments prevent agents from gaming metrics?
- What governance safeguards keep control boundaries authoritative under evolutionary pressure?
- What does an objective that conflicts with a sandbox boundary actually look like?
- Where should security constraints sit so policies cannot route around them?
- Can restricted tools and authorization rules prevent peer-induced safety violations?
- What makes behavioral containment different from securing individual actions?
- Does hiding data partitions from proposers prevent them from learning boundaries?
- What safety protections work when simulators have access to real APIs?
- What role does peer activity play in triggering protected test modifications?
- How do four separate fields each hold pieces of evaluation safety?
- Do post-hoc detectors provide evidence of staying within safety boundaries?
- Does the recorder producing evaluation evidence sit inside the security boundary?
- What makes a constraint injection-proof and unit-testable in a live system?
- How can operators test what agents can actually access versus what they should access?
- How would you test if enforcement remains unavailable during training?
- Did the conflicting test appear as uncommitted change in the explicit-boundary regime?
- What costs emerge when shared resources are restricted for security?
- What makes a security boundary evaluation cautious rather than a certification?
- How do you isolate environment protections as independent variables safely?
- Can a containment control work if defenders cannot reach or reason about it?
- How should access controls scale with increasing capability evaluation intensity?
- What would a containment test look like across an entire incident population?
- Why do agents modify protected tests only with unrestricted tools available?
- Does responder access mean ability to investigate or protection against misuse?
- What vulnerabilities does runtime instrumentation catch that static analysis misses?
- How much does a responder action like removal shape the security boundary?
- Who decides what the lifecycle model is allowed to see?
- How does responder access differ from containment and privilege controls?
- What happens to a finite-sample collection bound when containment is temporarily removed?
- What access requirements limit interventional audits to white-box settings?
- What happens when probing triggers containment and feedback stops arriving?
- How can a trust boundary check be evaluated to confirm it specifies the defense?