Posts tagged "Datasets"

The age of generative AI has created a strange paradox. On one hand, anyone can plug into models like GPT and build features quickly. On the other hand, defensibility has never been more elusive. If everyone has access to the same foundation models, what stops a competitor from copying your product? The strongest answer is the data moat. Done right, it’s the most durable form of AI advantage a company can build. Done wrong, it’s...

The claim that there are no new ideas in AI, only new datasets, is both provocative and partly true. As Jack Morris argued in his recent post, many of the most important AI milestones have been driven not by theoretical leaps, but by new sources of data. He puts it succinctly: “The breakthroughs weren’t big ideas; they were new ways to learn from new kinds of data.” from blog.jxmo.io That framing resonates with history. The...