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Tommy Geoco

What Tommy Geoco thinks about LLMs

@tommy-geoco · 21 positions · 0 changes of mind

Product designer, founder and host of UX Tools, the design-tools newsletter, annual survey and podcast.

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3 dated positions, 2026, in their own words. Our reading of what Tommy Geoco has said — not written or endorsed by them.

3 positions so far — this page is not yet offered to search engines.

  1. Our readingJudging one model worse than another from a one-shot, probabilistic output on a given day is not a good way to evaluate it.

    Their wordswhen I hear people say GPT 5.5 is worse than Opus 4.7 and I'm like, what does that mean? You know, like what are you comparing? Are you just saying like you one shotted a thing and that probabilistic output that you got from one verse the other on that given day was better or worse? Cuz that's not a very good way to evaluate it.

    ↗Tommy Geoco - The state of the design industry right nowyoutube.com 1st of 21 in this recording

  3. Our readingA briefcase of context, carried from one tool to the next, will replace re-teaching intent in each tool.

    Their wordsI don't think there's the future where we're going from tool to tool and reinventing that over and over. All the hours spent just like screwing in our intent the correct way is going to become just a briefcase you carry from one tool to the other.

    ↗Tommy Geoco - The state of the design industry right nowyoutube.com 2nd of 21 in this recording

  5. Our readingIt is still really early, and people can probably wait on much of the agentic tooling.

    Their wordsBut I also will say this is still really early. It is accelerating pretty quickly, but if you hear us yapping about this and you're like this is really overwhelming, this makes me have a whole bunch of FOMO. You like you are fine to wait. I really think you can wait at the moment for some of this, especially all this agentic stuff

    ↗Tommy Geoco - The state of the design industry right nowyoutube.com 10th of 21 in this recording