Observability

…and the need for runtime policies, observability and recovery mechanisms as agent workflows become more capable.

…platform design, runtime policies, observability and evaluation. It also examines model specialisation through fine-tuning and distillation, and learning from production feedback.

The sensory experience of an organism is shaped by movement, either of the entire body or of individual sensors. Many organisms can exploit sensor motion in ways that enrich the quality of sensory cues and enhance their ability to estimate unknown quantities. For instance, mantids perform peering head movements before striking prey, a behavior thought to aid in depth estimation. A key challenge in sensory neuroscience is to uncover what motivates such behaviors. How can we understand what information is gained via sensor motion? Here, we present a novel computational method for modeling active

…seminar explains why the physics and observability of these early objects strain conventional astrophysical models, and describes the alternative tools and numerical methods being developed to interpret forthcoming data.