047
THE TEST
SECTION 07
ISSUE 001
OBSERVEDinstitutionnowconfidence / high
Near Misses Are the Safety Dataset
The stopped transfer, caught data leak, attempted privilege expansion, or pre-release safeguard bypass belongs in a protected incident system. Harm statistics arrive late. Near misses expose mechanisms while defenses still work, allowing aviation-style learning before a recurring pattern graduates into a public failure.
Why this idea is here
What the evidence establishes.
The international safety report identifies limited incident reporting; agentic-misalignment research provides concrete failure mechanisms worth tracking.
Source ledger
Read the sources.
- S01International AI Safety Report 2026
international scientific report / published 2026-02-03 / retrieved 2026-07-09
- S02Agentic Misalignment: How LLMs Could Be Insider Threats
primary safety research / published 2025-06-20 / retrieved 2026-07-09