AI & I
Every's Dan Shipper on how AI gets used in real workflows
33:46Most personal AI agents get abandoned; the shared company agent keeps getting stronger
At Every, most personal agents were voluntarily abandoned by employees because ordinary people cannot sustain the maintenance burden. Only company-level agents that receive continuous investment grow stronger with use, eventually becoming external products.
47:58AI writing's moat isn't the model, it's the proprietary data you feed it
Every writer Katie spent two years turning ChatGPT from a career coach during a layoff into a one-person content company and a compounding editor; the core method isn't prompts, it's using proprietary experience to cover the "last mile" the model can't reach.
1:07:06AI Isn't a Personal Tool — It's an Organizational Change Leaders Must Model Themselves
AI is not a personal tool; it is an organizational change that leaders have to demonstrate personally. At Walleye, everyone uses AI every day and every meeting gets recorded, building a first-mover advantage out of operating leverage and a data lake.
1:22:08An AI Companion at $4M a Year: No Scripted Plot, Just Memory and Improvisation
Tolon, the AI companion from Portola, threw out scripted plots and character sheets: memory is the character sheet, generation is improvisation, and the product is now at $4M in annualized revenue. This "improv actor" methodology and its mixed-model strategy are a second product path alongside ChatGPT.