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THE TEST
SECTION 07
ISSUE 001
PROJECTIONresearch6-12mconfidence / medium
Run Sandbox-Escape Drills
Projection: agent teams will conduct regular drills in which red-team systems attempt to exceed permissions, manipulate operators, persist state, and exploit tool integrations. Success means detecting and containing realistic pathways, not merely proving the model refuses an explicit request to escape.
Why this idea is here
What the evidence establishes.
Agentic-misalignment research motivates insider-threat scenarios; hazardous embodied-agent benchmarks show the need to test behavior under action-capable conditions.
Source ledger
Read the sources.
- S01Agentic Misalignment: How LLMs Could Be Insider Threats
primary safety research / published 2025-06-20 / retrieved 2026-07-09
- S02AGENTSAFE: Benchmarking Embodied Agents on Hazardous Instructions
peer-reviewed benchmark / published 2026-06-01 / retrieved 2026-07-09