EVERYONE SAW THE SAME AI DEMO. BUT HOW MANY DIVERGENT PLANS WALKED OUT OF THE ROOM?
The developer may see a promising implementation. The product lead may hear a new customer promise. A hardware engineer may see an integration problem. A manager may see a faster schedule. A skeptic may see a beautiful answer built on an untested assumption. They all watched the same thing. What happens when they go back to work with five different ideas of what it proved?
You do not need a dramatic failure to feel the stakes. AI can turn a rough idea into a convincing prototype before a team has agreed what it is trying to build. It can reveal options people could not afford to explore before. It can also let a familiar question go unanswered because the first result looks finished. The developer, manager, executive, and customer may discover the difference at different times.
AI4DEV is Howard Pearlmutter's live, online seminar on using AI FOR software development. On Thursday, October 15, we will examine how AI can help people understand existing systems, explore requirements, design, prototype, code, test, refine interfaces, document, integrate, and communicate. The core is software development. The room also welcomes product teams where software meets hardware, operations, customers, and other kinds of work.
What did that prototype actually demonstrate? What does the team still need to learn? Where might AI widen each person's ability to contribute? Where have assumptions crossed from a demo into a plan without anyone noticing? AI4DEV gives builders, managers, product colleagues, and leaders a shared foundation for those conversations. Their different roles and views become part of the value of the room.
THE ROOM DOESN'T END AT THE DEMO
The value of AI is larger than the time it takes to produce an answer. A developer may use a fast explanation to understand a system deeply enough to change it responsibly. A tester may find a case the team had overlooked. A product leader may see an option worth exploring instead of turning a visual prototype into an accidental commitment. A manager may connect an eager experimenter with a skeptical colleague before their difference becomes resistance.
That is the promise and the practical challenge in the same picture. Some AI-assisted work gets faster. Some moves into verification, integration, maintenance, and communication. Some becomes possible for the first time. The consequential question is what the people who must deliver together can now see, test, explain, and own.
WHY HOWARD?
For 51 years, clients have paid Howard Pearlmutter to make new technology work. Through companies he founded, he has completed more than 200 engagements. NASA, Apple, Disney, Xerox, HP, Kodak, CBS, Fujitsu, CSC, Capital One, Symantec, and the Financial Times are among his development and consulting clients. Separately, organizations have paid him to present to professionals from IBM, AT&T, Sun Microsystems, Intel, BT British Telecom, T-Mobile/Deutsche Telekom, Nokia, NASA Ames, Xerox PARC, JPMorgan, Goldman Sachs, and Barclays across five continents.
GM and Ford needed complex factory designs made visible so their executives could approve; Howard built the animated virtual reality web signoff system. Valtech repeatedly entrusted him with demanding technical audiences. At Telos Alliance, about 20 people were expected for his custom AI-for-product-development seminar; 47 attended from software, hardware, product, management, executive, and skeptical roles. Client president John Schur said Howard addressed the skeptics and described a careful path forward. Howard also built working AI-assisted prototypes during their engagement. Schur wrote, “I felt that Telos received multiple times the value of our investment.”
Howard's perspective reaches from extensible-language software and MIT supercomputer research through parallel computing for NASA Ames to today's AI-assisted development. He still builds. That is why AI4DEV is about what people can do with these tools across a real development organization, not a tour of one vendor's latest demo.
BRING THE PEOPLE WHO WILL KEEP WORKING TOGETHER
AI4DEV is Thursday, October 15, 2026, 2–4 p.m. Mountain Time, live online. Tickets are $250 per person. Bring one person who needs a stronger foundation, or several colleagues who saw the same demonstration from different sides. Independent professionals and contractors are welcome too. Use this Event's registration link to choose your seats.
The next AI demo will come quickly. The people who inherit its promise deserve to see more of the same picture.
Want to see the wider case before choosing seats? Explore the work, the people, and Howard's record at https://ai4dev-manyviews.intelligency.us/