8 Mistakes Leaders Are Making with Data Science and How to Fix Them
The Essence of Automation: Danger Robot
The Essence of Automation: 15 Skills to Pay the Bills
The Essence of Automation: Better Together
The Essence of Automation: Cars & Cappuccino
Explainable AI
How AI Helps Find Energy in the Wind
The Theory of Tech Evolution
The theory of technology evolution, by Kevin Kelly. Extended to explain Spotfire Mods, which accelerates evolution growth.
Hiding AI
Seth Godin tells us that "some people hesitate to share an idea because an unspoken idea is a safe one, which not only can’t be stolen, but it can’t be tested, criticized, improved or used in the real world." Shipping software is sharing ideas.
How to Overcome Algorithm Aversion in 2021
Algorithm aversion is the study of why humans reject AI. Tools that help build trust in algorithms are becoming more important. This article describes one example, embedded AI.
Allergic to AI Arrogance
The key to scaling AI is culture. But it’s easy to say “fix the culture” and hard to do. Consulting helps. Tools help. Inspiring case studies help. But the cultural elephant in the room is ego.
Model Ops 101
Model Ops is like a public library, Google, Wikipedia, or TikTok for AI. It supports an effective data science culture. This is a quick introduction to Model Ops.
The Data Science Ferrari
If you own a Ferrari and leave it in the garage, do you really own a Ferrari? Most enterprises today own AI Ferraris. Model Operationalization tools, or Model Ops, or ML Ops help liberate AI from the data science garage.
AI that Helps You Skate to Where the Puck is Going to Be
Streaming data science is like an algorithmic Wayne Gretzky.
Batman AI
Dynamic Learning 101
New dynamic learning capabilities with streaming analytics adjust predictions based on real-time conditions and enable more adaptive, incremental machine learning.