Advisory Board

Role and Scope

The Advisory Board may advise on:

• Research priorities and portfolio coherence.
• Methodological rigor, evaluation standards, and reporting quality.
• Responsible AI practices (bias, robustness, uncertainty, interpretability).
• Data governance and ethical handling of sensitive information.
• Misuse risk, dual-use considerations, and safeguards.
• Partnerships and public-interest alignment.

Independence and Limitations

• The Advisory Board is non-executive and does not manage daily operations.
• Advisory input is provided as guidance; final operational decisions remain with CredenceX leadership and governance structures.
• Advisory recommendations may be documented and used to improve policies, research practices, and public communications.

Membership Expectations

Advisory members are expected to:

• Provide independent, good-faith guidance aligned with scientific integrity and public benefit.
• Disclose conflicts of interest relevant to CredenceX activities.
• Respect confidentiality where necessary (e.g., pre-publication work, sensitive partnerships).
• Support a culture of rigorous critique, transparency, and responsible communication.

Advisory Engagement Model

CredenceX aims to engage the Advisory Board through periodic reviews of major initiatives and policies, and through targeted consultations when high-impact decisions require additional independent input.