The Inference Stack in 2026.
A field note on token economics, runtime systems, model architecture, and the stack changes behind public LLM API price compression.
Topic
Embedded Autonomy
Autonomous behavior under compute, power, sensing, latency, and deployment constraints.
Why It Matters Here
Robotics and edge systems force models to confront physics, not just benchmarks.
Related Topics
Programs
Linked Artifacts
AWQ Quantization
A post-training quantization method that protects high-signal weights using activation statistics.
GPS-Denied Navigation
Navigation under unreliable or unavailable satellite positioning, using onboard sensing and inference.
Edge AI Silicon
The constrained compute layer for running inference close to sensors, robots, drones, and devices.