Systems | Development | Analytics | API | Testing

Every new AI chat is another first day on the job. Rob Collie describes today’s general-purpose AI as a brilliant new hire who wakes up on their first day every time you start a new conversation. It may understand your industry, but your workflows and business context have to be explained all over again. In this episode of The AI Forecast, Paul Muller speaks with Rob Collie, founder and CEO of P3 Adaptive, former Microsoft product leader for Excel and Power BI, and author of “Fair Game: Bringing AI Into Reach for All Business” to explore why business context can make or break enterprise AI.

A breakdown of the three potential ways software engineers will interact with AI coding assistants, ranging from local desktop setups to fully automated software delivery factories. Learn more: speedscale.com.

Never used Codex before? This beginner tutorial shows how to start using OpenAI Codex on a Mac, step by step, after it is installed. What you'll do: Commands from the video (replace the path with the one you copied; your folder path will be different): cd /Users/yourname/Desktop/codex-practice codex First prompt: Create a text file named hello.txt with the words "My first Codex file." Tell me where you saved it.

Copying enterprise data to run AI is officially dead. Most platforms force you into a risky "lift and shift" trap—shuffling petabytes of protected data into the public cloud, exposing sensitive PII, and burning budgets on massive egress fees. As we’re on the ground with ServiceNow in Chicago this week, we’re taking a closer look at how the Cloudera Workflow Data Fabric Zero Copy Connector for @ServiceNow helps AI agents query governed data directly where it resides — enabling organizations to automate workflows while reducing the cost, complexity and risk of data movement.