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…
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…
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…
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…
March was the biggest month that Trends has ever had. In addition to almost daily announcements about AI, a lot has been going on in programming, in security, in operations…
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…
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…
There’s something that bothers me about the chatter that AI is making “intelligence” ubiquitous. For example, in a recent Bloomberg article, “AI Will Upend a Basic Assumption About How Companies…
On May 8, O’Reilly Media will be hosting Coding with AI: The End of Software Development as We Know It—a live virtual tech conference spotlighting how AI is already supercharging developers,…
We’re at a crossroads in the US with diversity, equity, and inclusion initiatives. Opponents have neutralized the concept by reducing it to a series of letters that can be easily…
Anthropic’s announcement of Claude 3.7 Sonnet notwithstanding, the breakneck pace of major AI announcements seemed to slow down through February. That gave us some time to look at some other…
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