9 minAI Deep Dives
Factor 1000: Why a Vision Model Misreads Receipts
A bakeoff across 16 real receipts exposed a systematic factor-1000 error. Why a deterministic guard sits above the model, not inside it.
Topic: AI Strategy
5 posts on this topic.
- 11 minBusiness Strategy
Why Governed Organizations Adopt AI Slower Than Individuals
Established companies with approval processes lag on AI not from inertia, but due to a growing gap between what tools can do and what their structures allow.
- 9 minBusiness Strategy
The Scarce Skill Is Not Typing, It Is Verification
AI-assisted development has shifted its bottleneck from writing code to judging it. Why verification now matters, from daily practice, not theory.
- 4 minAI Deep Dives
AI and Work in 2026: What I Take from the Trend Reports
Three practical conclusions from the 2026 Gartner and HBR work-trend reports, viewed through my own work with AI agents.
- 6 minBusiness Strategy
AI for SMEs: The Realistic Getting-Started Guide
A practical starting point for small and medium enterprises: choose one process, inspect the data, define a test, and keep a human decision point.