Artifact-driven AI creation
How artifact-based thinking makes AI-assisted creation precise and cumulative
Mar 27, 20268 min read415
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Articles tagged with #ai
The Virtues of Showing Your Work: Do LLM Explanations Actually Help?
If you've spent any time prompting large language models, you've probably heard of Chain of Thought (CoT) reasoning—the technique of asking an LLM to "show its work" by generating intermediate reasoni
Feb 5, 20265 min read296
Do what I mean
Tests are crucial to reliable code. I’ve found I do a better job writing tests if I think of them as specifications and write them before I write code. I find I think more clearly about what I want to
Feb 5, 20252 min read279
Your Questions on Building with AI
Since the launch of Airbyte 1.0 with AI Assist, hundreds of new Airbyte connectors have been built. We recently joined our partners at Airbyte for the Data Bytes meetup where we answered questions from an audience of data engineers, AI enthusiasts, a...
Nov 13, 20247 min read288
Insisting On Known Knowns: Using Evaluators to Drive Reliability
LLMs are heuristic and opaque. Without the ability to selectively measure elements of correctness, you can’t be sure your system is behaving. Every GenAI project starts with a phase of looking at indi
Oct 8, 20246 min read430
Fine Tuning Quirk
I was working on content moderation for Change.org (see our full case study here). Our goal was to automatically identify violative content to flag for reviewers. The existing system employed several queries, one of which I found had a high percentag...
Aug 27, 20243 min read110