CSE Colloquium – Constraining Chaos: Toward Faithful and Semantic Decoding in Language Models

Engineering 2 Engineering 2 1156 High Street, Santa Cruz

Presenter: Loris D’Antoni, UC San Diego Abstract: Language models excel at producing fluent text, but in domains like code and math, fluency isn’t enough — outputs must obey strict syntactic and semantic rules. A new wave of research is rethinking decoding itself: not as a process of sampling words, but as a negotiation between probability, structure, and […]

Free

Kraw Lecture: Sensing the Unseen: How Drones and Ground Sensors Reveal the Hidden Air Quality Impact

Silicon Valley Campus 3175 Bowers Avenue, Santa Clara

How can flying robots help us track the air we breathe and the pollutants we can’t see? In this talk, Assistant Professor Javier González-Rocha  will share how his team uses drones to measure wind patterns and detect airborne pollutants in hard-to-reach places.. These systems help us understand how toxic pollutants and climate emissions move through […]