AI
AI Should Be a Filter, Not a Firehose
SkyHaven Group Overload Pipeline Standard Test Field note · AI systems · Attention AI should be a filter, not a firehose. We do not
Author
Chris Parker
AI
Benchmark the System, Not Just the Model
Agricultural AI should not be benchmarked like a generic model race. The real question is whether a system, using both hard and soft data, improves real decisions and outcomes in the field.
AI
What We Do Not Know
Every system begins with partial understanding Every system begins with partial understanding because it is built from the limits of what we
AI
How to Build AI Systems That Produce Real Outcomes
The goal of any system is to produce outcomes. Not outputs, but outcomes. Something changes because the system exists. Someone makes a
AI
Domain Expertise and System Design
AI systems do not exist independently. They reflect the expertise, constraints, and decisions of the people who design and operate them. Trust comes from continuity between domain knowledge and system behavior.
Supply Chain
5 Bizarre Truths About Modern Logistics That AI is Forcing Us to Confront
Introduction: The Deceptive Simplicity of A-to-B Here is a simple problem: move a thing from Point A to Point B. That’s
AI
The Slow Collapse of SaaS
Field Note / AI / Cloud The Slow Collapse of SaaS SaaS still works. That is what makes the collapse harder to see. The
Energy
The Grid Is Becoming the First Real AI System
Forecasting in energy is shifting from estimating a single future to modeling distributions of possible futures under changing conditions. This piece describes
AI
Energy Resilience Is an Operations Problem
The electric grid is being asked to support a level of load growth, volatility, and operational complexity that many utility systems were not designed to handle.