Software Architecture in an AI World
Like almost any question about AI, “How does AI impact software architecture?” has two sides to it: how AI changes the practice of software architecture and how AI changes the…
Beyond Imitation
The first AI image generation model I got to play around with was Midjourney v2 in summer 2022. A month earlier, OpenAI had launched DALL-E 2 in beta, and the…
Programming, Fluency, and AI
It’s clear that generative AI is already being used by a majority—a large majority—of programmers. That’s good. Even if the productivity gains are smaller than many think, 15% to 20%…
Unlocking the Power of AI Driven Development with SudoLang
As AI continues to advance at a rapid pace, developers are increasingly turning to AI-driven development (AIDD) to build more intelligent and adaptive applications. However, using natural language prompts to…
How to Fix “AI’s Original Sin”
Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that…
Generative AI for Farming
We’re planning a live virtual event later this year, and we want to hear from you. Are you using a powerful AI technology that seems like everyone ought to be using?…
The New O’Reilly Answers: The R in “RAG” Stands for “Royalties”
The latest release of O’Reilly Answers is the first example of generative royalties in the AI era, created in partnership with Miso. This new service is a trustworthy source of…
Answers: Generative AI as Learning Tool
At O’Reilly, we’re not just building training materials about AI. We’re also using it to build new kinds of learning experiences. One of the ways we are putting AI to…
What We Learned from a Year of Building with LLMs (Part III): Strategy
We previously shared our insights on the tactics we have honed while operating LLM applications. Tactics are granular: they are the specific actions employed to achieve specific objectives. We also shared our perspective on operations: the…
What We Learned from a Year of Building with LLMs (Part II)
A possibly apocryphal quote attributed to many leaders reads: “Amateurs talk strategy and tactics. Professionals talk operations.” Where the tactical perspective sees a thicket of sui generis problems, the operational perspective sees…
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