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One of the most common questions I get from customers is “how do I make my AI system self-reinforcing?” The answer: there’s no magic self-learning feature built into LLMs, but there are 3 practical approaches you can take.

We’ve scoped hundreds of applied AI projects at Fractional AI, seeing where companies are actually investing in AI and partnering with them to move from AI in theory to AI in production.‍ As we gear up for 2025, we polled our team for their AI predictions.

There’s a common set of myths and misconceptions that pop up over and over again when working with companies to get AI into production. Distinguishing signal from noise is tough, so we wrote this guide to some of the more common places where people get tripped up.

Private equity is set to dominate the generative AI boom by backing incumbents with the scale, data, and distribution needed to outpace AI-first startups.

Answering the question we get asked most by candidates: "why build a professional services business?".

The reputation of AI demos and POCs seems to be cratering. In an attempt to better understand the source of the underlying frustration, let's distinguish between two types of demos: the marketing demo and the progress demo.