Efficiency AI helps you do your existing work better, meaning faster, more efficiently or more cheaply, and will be the foundation for most AI use. Opportunity AI unlocks entirely new opportunities. The host argues that companies thinking of AI only as an efficiency technology will miss what the eventual winners find.

Advanced users found Astra erratic for coding. One called it the smartest and dumbest model they had worked with and complained about absurd shortcuts; OpenCode's Dax said part of the team returned to Sol because Astra had downsides and their effective spend looked doubled.

Instead of the recipient purely receiving a message, a game implicates the audience's agency. The rules can carry the argument, for example a project game where adding people creates coordination work, play can show why a problem matters, or a challenge like making an awkward apartment work lets customers exercise taste.

Start with a simple educational marketing video: write a 60-second script with AI and record it on your iPhone. Give the video to Codex or Claude Code and ask it to design a visual motif, transitions, layered graphics and a full pipeline so you only drop in source video, then give it at least one round of feedback.

Many disagreements hide several disagreements inside: 'we need another hire' can mean a slow process, uneven work or an expected surge. Building a simulator forces you to specify starting conditions, stages and limits, so you can check whether a decision still holds if demand rises slowly or training takes time.