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Peer review & artifact evaluationPeer-Reviewer

Peer-reviewer for Agents in the Wild (NeurIPS 2026)

By Sachin Gupta
Portrait of Sachin Gupta rendered in binary

Reviewer for the Third Workshop on Agents in the Wild: Safety, Security, and Beyond at NeurIPS 2026 (Sydney), reviewing three submitted papers.

Reviewing for the Third Workshop on Agents in the Wild: Safety, Security, and Beyond (AIWILD), an official workshop at the 2026 Conference on Neural Information Processing Systems (NeurIPS 2026), held on 11 December 2026 at the International Convention Centre in Sydney, Australia. NeurIPS, the parent conference, is rated A*, the top tier, by the CORE conference ranking.

The workshop covers agent safety, alignment, control, and oversight; security concerns such as prompt injection and tool-misuse defences; privacy, robustness, factuality, and accountability; interpretability and fairness; evaluation and benchmarking; multimodal and computer-use agents; multi-agent coordination and long-horizon reliability; and the governance and societal implications of agentic systems.

I am reviewing three submitted papers, assessing their methods, evidence, and contribution. I also reviewed for the second edition of this workshop at ICML 2026.

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