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.

  1. S01
    International AI Safety Report 2026

    international scientific report / published 2026-02-03 / retrieved 2026-07-09

  2. S02
    Agentic Misalignment: How LLMs Could Be Insider Threats

    primary safety research / published 2025-06-20 / retrieved 2026-07-09

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