Fractional AI is the dev shop for applied AI. We build genAI applications for top companies from an engineering-first startup in San Francisco. Read on for tidbits learned building with LLMs.
LLMs are heuristic and opaque. Without the ability to selectively measure elements of correctness, you can’t be sure your system is behaving. Every...
Fractional AI works on a lot of projects that contain some sort of classification task at their core; problems like "does this post violate our...
As developers working with Large Language Models (LLMs), we often grapple with the challenge of constraining their outputs to meet our specific needs....
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...
OpenAI recently released strict structured output as a part of their API. We have made heavy use of function calling to extract structured output, but...
