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Accuracy & Reliability Working Group

For more information, review the Working Group Charter.

Mission

The Accuracy & Reliability Working Group advances the Agentic AI Foundation's mission by establishing the standards, benchmarks, and engineering practices required for AI agents to operate accurately and reliably under real-world enterprise conditions.

Chairs

The Working Group Chairs were appointed by the Platinum and Gold members of the working group.

Current term for the Working Group Chairs is March 1, 2026 - January 31, 2027.

Meetings

This working group meets biweekly on Tuesdays at 9:00AM PT (USA Pacific Time; Convert to local time zone).

Join the Meeting

Meeting Agenda and Minutes

Running Notes Doc

All meeting recordings and AI summaries can be found at app.lfx.dev. Create a Linux Foundation (LFX) account to see all meetings, AI summaries, recordings, etc. all in one place.

Communication

Join the public working group mailing list: wg-accuracy-reliability@lists.aaif.io

Reach out on the public Working Group Discord channel. New to the AAIF Discord Server? Join here.

Need help? email: support@aaif.io.

Join a Working Group

The TC supports multiple technical working groups. Working Groups are open to the public and cross-functional participation is actively encouraged. View the full calendar of public meetings.

The current list of working groups are:

  • Accuracy & Reliability
  • Agentic Commerce
  • Governance, Risk & Regulatory Alignment
  • Identity & Trust
  • Observability & Traceability
  • Security & Privacy
  • Taxonomy & Landscape (a Cross-Working Group Workstream)

Commitment to Neutrality

Members of this working group participate as individuals in service of the Agentic AI Foundation's mission, not as representatives of their employers. We are committed to ensuring that every member has a fair and equal opportunity to contribute. We strive to balance speed, inclusiveness, and rigor in our work, and we keep the group focused on shared outcomes that advance the security and privacy of agentic AI for everyone.

Antitrust Compliance Notice

Meetings of the Agentic AI Foundation (AAIF) involve participation by industry competitors, and it is the intention of the Project to conduct all of its activities in accordance with applicable antitrust and competition laws. It is therefore extremely important that attendees adhere to meeting agendas, and be aware of and not participate in any activities that are prohibited under applicable U.S. state, federal or foreign antitrust and competition laws. Examples of types of actions that are prohibited at AAIF meetings and in connection with AAIF activities are described in the Linux Foundation Antitrust Policy. If you have questions about these matters, please contact your company counsel or Andrew Updegrove of the firm Gesmer Updegrove LLP, which provides legal counsel to the Linux Foundation.

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