Live Theater Session: Batteries Are the Bottleneck: Designing Reliable Power for Continuous Edge AI

Session details:

The transition toward the "Autonomous Edge" and TinyML cannot scale while tethered to the power constraints and logistical nightmare of battery replacement. Continuous local inferencing requires continuous, deterministic power. While ambient energy is the obvious solution, the market remains stalled by a focus on raw component specs rather than system-level reliability. This session explores how to engineer true "firm power" from intermittent low-light environments. We will discuss system-level architecture and firm power expectations based on real world deployments.