{"type":"post","id":"we-ve-integrated-tencenthunyuan-s-ai-infra-guard-367d80","slug":"we-ve-integrated-tencenthunyuan-s-ai-infra-guard-367d80","title":"We’ve integrated @TencentHunyuan's AI-Infra-Guard (AIG) into ClawScan, the open-source command-line tool that powers security review on ClawHub.","description":"Thesis: Adding a second independent scanner can broaden the evidence available to a platform’s security review, but benchmark results should not be read as a guarantee for live uploads.","retrieval_nugget":"Thesis: Adding a second independent scanner can broaden the evidence available to a platform’s security review, but benchmark results should not be read as a guarantee for live uploads.","published_at":"2026-10-03","updated_at":"2026-10-03","record_date":"2026-10-03","date_kind":"published_at","topics":[],"source_urls":["https://openclaw.ai/blog/tencent-aig-joins-clawscan"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:we-ve-integrated-tencenthunyuan-s-ai-infra-guard-367d80","status":"published","visuals":[],"editorial_provenance":{"schema_version":"newruntime-editorial-copy-v1","content_status":"source_grounded_final","final_copy_sha256":"sha256:8732273854241641f4f880cb11f68e17c33325fc5d3ea542c8eb79c8bde28609","reviewed_at":"2026-10-03T02:01:33.076Z","source_evidence_count":1,"verified_claim_count":3,"site_analysis_schema_version":"newruntime-site-analysis-v1","site_object_kind":"field_note","observed_fact_count":3,"implication_count":1,"watch_condition_count":1,"related_record_count":0},"analysis":{"schema_version":"newruntime-site-analysis-v1","object_kind":"field_note","thesis":"Adding a second independent scanner can broaden the evidence available to a platform’s security review, but benchmark results should not be read as a guarantee for live uploads.","observed_facts":[{"text":"OpenClaw says every skill and plugin uploaded to ClawHub now runs through Tencent’s AI-Infra-Guard (AIG) as part of review.","source_urls":["https://openclaw.ai/blog/tencent-aig-joins-clawscan"]},{"text":"ClawScan runs AIG and NVIDIA’s SkillSpector independently, then has an AI judge consider both findings alongside the uploaded files.","source_urls":["https://openclaw.ai/blog/tencent-aig-joins-clawscan"]},{"text":"OpenClaw reports 86.9% agreement with benchmark labels and correct classification of 98.6% of malicious cases on a fixed 556-case subset of SkillTrustBench.","source_urls":["https://openclaw.ai/blog/tencent-aig-joins-clawscan"]}],"mechanism":"The integration preserves distinct scanner assessments for a later review step rather than treating one scanner as the sole verdict.","why_now":"AIG is now included in ClawHub’s review path, and the announcement describes a feedback loop in which anonymized disagreements and confirmed false positives are shared with Tencent for regression tests and scanner improvements.","implications":["The integration makes cross-scanner disagreement an input to review and iteration, rather than hiding it behind a single scanner score."],"evidence_boundary":"These are figures reported by OpenClaw for a specific benchmark subset; they do not show the rate of missed threats or false positives across all live ClawHub uploads.","watch_conditions":["Watch for later reporting that measures false positives, missed threats, or changes in benchmark results after the feedback loop updates the scanners."],"related_records":[],"new_branch_reason":"No prior New Runtime record is supplied here, so this is a distinct analytical record about this integration and its evidence limits, not a continuation of an assumed earlier item."},"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/we-ve-integrated-tencenthunyuan-s-ai-infra-guard-367d80/","markdown":"https://newruntime.com/posts/we-ve-integrated-tencenthunyuan-s-ai-infra-guard-367d80.md","json":"https://newruntime.com/posts/we-ve-integrated-tencenthunyuan-s-ai-infra-guard-367d80.json"},"next_reads":[{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}