Our research team has five papers accepted to @NeurIPSConf 2026: – Agents' Last Exam: long-horizon professional tasks, <1% average pass rate on the hardest tier (
https://
arxiv.org/abs/2606.05405)
– Continual Learning Bench: do agents improve with experience? (
https://
arxiv.org/abs/2606.05661)
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Five NeurIPS 2026 papers on AI agents and continual learning
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