Neuro-Symbolic AI Summer School 2025 - Day 1 | Centaur AI Institute

Описание:

Neuro‑Symbolic AI Summer School 2025 – Day 1 (Aug 14) is a free, fully‑remote event that explores AI for precise computation, mathematics, reasoning, and planning. The day begins at 0:00 with a lobby, followed by 12:02 Alexander Gray from Centaur AI Institute presenting Neuro‑Symbolic AI and NSSS4. At 50:36 Arvind Narayanan from Princeton assesses the current state of AI. 1:34:56 Leilani Gilpin from UC Santa Cruz discusses neuro‑symbolic AI for safer autonomous vehicles. 2:27:20 Mateo Zarlenga and Pietro Barbiero from Cambridge cover foundations of interpretable models. 3:21:50 Parisa Kordjamshidi from Michigan State explains compositional learning in language and vision. 4:18:43 Parikshit Ram from IBM Research explores how to measure compositionality and why it leads to better generalization. 5:08:16 Peihao Wang from UT Austin shows how neural networks can discover symbolic structures. 6:01:12 Changlong Wu from Purdue argues that current models will always hallucinate and outlines a path forward.