NeurIPS 2026 workshop targets AI-native academia and conference governance
yian_yin · x · 2026-07-21
A NeurIPS 2026 workshop titled AI-Native Academia will focus on how AI is reshaping academic writing, peer review, and conference governance.
The organizers say the field is moving faster than its governance. The workshop will feature an all-PC-chair panel on redesigning AI venues, plus invited speakers from academia and industry. The call for papers covers the full pipeline, including:
- AI-assisted authorship and submission integrity
- AI-assisted peer review and accountability
- Human-AI co-hallucination and error propagation
- Recursive feedback loops and corpus contamination
- Adversarial manuscripts and submission attacks
- Meta-review and conference-scale decision support
- Citation, credit, and provenance integrity
- Governance, policy, and venue repositioning
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