Category Discovery Survey: Open‑World Learning Methods and Insights

A new survey on category discovery (arXiv:2509.22542) posted 26 Sep 2025 finds that large pretrained vision transformers beat models trained from scratch. getnews.me/category-discovery-surve... #categorydiscovery #openworldlearning

An architecture showing how a planning agent can be extended with metareasoning.

At #AAAI2025? Looking for #AI #ML research beyond #GenAI hype & doom? Excited about #AI running on your laptop? Listen to my colleague Wiktor Piotrowski talk about #OpenWorldLearning #OWL at 9:30 am on Feb 28th (Journal Track).

arxiv.org/abs/2306.06272
#AIPlanning #MBR #CognitiveSystems #KRR