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nilkn • yesterday at 7:51 PM • 2 replies • view on HN

The data is still mostly 2025 and the 2026 data is mostly from the first few months, and most production deployments (at least in, say, the Fortune 500) lag the frontier by at least several more months (or much more). I suspect it's just not really possible for academic research at its conventional pace to offer an up-to-date perspective on this topic right now.


Replies

simoncion • yesterday at 9:17 PM

> I suspect it's just not really possible for academic research at its conventional pace to offer an up-to-date perspective on this topic right now.

If we weren't still in a massive hype-and-investment bubble, the burden of proof would be on the LLM manufacturers to demonstrate what deficiencies that studies like this have revealed have been fixed in their latest products.

I mention this because I've been hearing "Yeah, well, that opinion/study is completely invalid because it used a six month old tool. Today's release of SOMNOS 6.9 (Pinnacle Snoozytime) has totally changed the game!" every six months for what feels like the past five years now.

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geraneum • yesterday at 8:00 PM

Do you have any references for the models deployed in any of these organizations?

> I suspect it's just not really possible for academic research

But we were told everything changed in fall-winter of 2025 and that when we got “real capable” agents/models. Whatever happened to that?

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