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Analyst argues LLMs remain limited tools despite frontier lab advances

jaykru publishes bearish LLM analysis after Navier-Stokes

1 Sep 15 1:37 PM · 12d ago · 1 article · 1 post · 2 sources · development 1 of 2

A technical post argues that despite recent advances, LLMs will remain limited tools requiring heavy human oversight for most enterprise use cases. The author contends that current architectures have structural limitations preventing full autonomy, and that cheap open models running in parallel swarms will outcompete expensive frontier models for most applications.

“for most domains LLMs will continue to look like a cracked intern: quick and effective in the hands of an adult but not given run of the place.”

jaykru

jaykru Technical analyst, blogger

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Peak 18 pieces in 3h at Sep 15, 6 PM; 68 pieces over 12 days (2 articles · 4 posts · 62 comments) Sep 15, 12 PM — 3 pieces · 2 articles · 1 post — Newswires 2, Hacker News 1Sep 15, 3 PM — 3 pieces · 1 post · 2 comments — Hacker News 2, Mastodon 1Sep 15, 6 PM — 18 pieces · 1 post · 17 comments — Hacker News 17, Mastodon 1Sep 15, 9 PM — quietSep 16, 12 AM — 6 pieces · 6 comments — Hacker News 6Sep 16, 3 AM — 8 pieces · 8 comments — Hacker News 8Sep 16, 6 AM — 7 pieces · 7 comments — Hacker News 7Sep 16, 9 AM — 9 pieces · 1 post · 8 comments — Hacker News 6, Lobsters 3Sep 16, 12 PM — 3 pieces · 3 comments — Hacker News 2, Lobsters 1Sep 16, 3 PM — 3 pieces · 3 comments — Lobsters 2, Hacker News 1Sep 16, 6 PM — quietSep 16, 9 PM — quietSep 17, 12 AM — 1 piece · 1 comment — Lobsters 1Sep 17, 3 AM — 3 pieces · 3 comments — Lobsters 2, Hacker News 1Sep 17, 6 AM — 2 pieces · 2 comments — Lobsters 2Sep 17, 9 AM — 2 pieces · 2 comments — Lobsters 2Sep 17, 12 PM — quietSep 17, 3 PM — quietSep 17, 6 PM — quietSep 17, 9 PM — quietSep 18, 12 AM — quietSep 18, 3 AM — quietSep 18, 6 AM — quietSep 18, 9 AM — quietSep 18, 12 PM — quietSep 18, 3 PM — quietSep 18, 6 PM — quietSep 18, 9 PM — quietSep 19, 12 AM — quietSep 19, 3 AM — quietSep 19, 6 AM — quietSep 19, 9 AM — quietSep 19, 12 PM — quietSep 19, 3 PM — quietSep 19, 6 PM — quietSep 19, 9 PM — quietSep 20, 12 AM — quietSep 20, 3 AM — quietSep 20, 6 AM — quietSep 20, 9 AM — quietSep 20, 12 PM — quietSep 20, 3 PM — quietSep 20, 6 PM — quietSep 20, 9 PM — quietSep 21, 12 AM — quietSep 21, 3 AM — quietSep 21, 6 AM — quietSep 21, 9 AM — quietSep 21, 12 PM — quietSep 21, 3 PM — quietSep 21, 6 PM — quietSep 21, 9 PM — quietSep 22, 12 AM — quietSep 22, 3 AM — quietSep 22, 6 AM — quietSep 22, 9 AM — quietSep 22, 12 PM — quietSep 22, 3 PM — quietSep 22, 6 PM — quietSep 22, 9 PM — quietSep 23, 12 AM — quietSep 23, 3 AM — quietSep 23, 6 AM — quietSep 23, 9 AM — quietSep 23, 12 PM — quietSep 23, 3 PM — quietSep 23, 6 PM — quietSep 23, 9 PM — quietSep 24, 12 AM — quietSep 24, 3 AM — quietSep 24, 6 AM — quietSep 24, 9 AM — quietSep 24, 12 PM — quietSep 24, 3 PM — quietSep 24, 6 PM — quietSep 24, 9 PM — quietSep 25, 12 AM — quietSep 25, 3 AM — quietSep 25, 6 AM — quietSep 25, 9 AM — quietSep 25, 12 PM — quietSep 25, 3 PM — quietSep 25, 6 PM — quietSep 25, 9 PM — quietYesterday, 12 AM — quietYesterday, 3 AM — quietYesterday, 6 AM — quietYesterday, 9 AM — quietYesterday, 12 PM — quietYesterday, 3 PM — quietYesterday, 6 PM — quietYesterday, 9 PM — quietToday, 12 AM — quietToday, 3 AM — quietToday, 6 AM — quietToday, 9 AM — quietToday, 12 PM — quietToday, 3 PM — quietToday, 6 PM — quietToday, 9 PM — quiet 1–2
1–2jaykru publishes bearish LLM analysis…
Sep 16Sep 17Sep 18Sep 19Sep 20Sep 21Sep 22Sep 23Sep 24Sep 25yesterdaynow · 11:45 PM ET

What was reported 1 claim about this development

  1. 2 outlets Why I'm still bearish on LLMs after Navier-Stokes

    first by HN Best, 12d ago · also HN Frontpage

All 2 developments of Analyst argues LLMs remain limited tools despite frontier… →

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