AI and Programming: The Beginning of a New Era
Our AI Codecon conference kicked off today with Coding with AI: The End of Software Development as We Know It. Here are my opening remarks introducing the series’ themes. You…
Generative AI in the Real World: Securing AI with Steve Wilson
Generative AI in the Real WorldGenerative AI in the Real World: Securing AI with Steve Wilson Play Episode Pause Episode Mute/Unmute Episode Rewind 10 Seconds 1x Fast Forward 10 seconds…
“Death by 1,000 Pilots”
Most companies find that the biggest challenge to AI is taking a promising experiment, demo, or proof of concept and bringing it to market. McKinsey digital analyst Rodney Zemmel sums…
Context Serialization
In a recent edition of The Sequence Engineering newsletter, “Why Did MCP Win?,” the authors point to context serialization and exchange as a reason—perhaps the most important reason—why everyone’s talking…
Vibe Coding, Vibe Checking, and Vibe Blogging
For the past decade and a half, I’ve been exploring the intersection of technology, education, and design as a professor of cognitive science and design at UC San Diego. Some…
A Field Guide to Rapidly Improving AI Products
Most AI teams focus on the wrong things. Here’s a common scene from my consulting work: AI TEAMHere’s our agent architecture—we’ve got RAG here, a router there, and we’re using…
Seniors and Juniors
It almost sounds pejorative, doesn’t it? But the distinction between senior and junior software developers is built into our jobs and job titles. Whether we call it entry-level or something…
Copyright-Aware AI: Let’s Make It So
On April 22, 2022, I received an out-of-the-blue text from Sam Altman inquiring about the possibility of training GPT-4 on O’Reilly books. We had a call a few days later…
AI and the Structure of Scientific Revolutions
Thomas Wolf’s blog post “The Einstein AI Model” is a must-read. He contrasts his thinking about what we need from AI with another must-read, Dario Amodei’s “Machines of Loving Grace.”1…
Congratulations, You Are Now an AI Company
If your company is building any kind of AI product or tool, congratulations! You are now an AI company. Yes, you’re still a retail company. Or a bank. Or a…
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