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LLMs can't do frontier science because they can't invent new language, argues Ha

BACKGROUND
1 SIGNALFIRST DETECTED 11 September 2026
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How the story developed
Other feeds and industry voices
11 Sept
LLMs can't do frontier science because they can't invent new language, argues Harry Collins

<table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1wdde0p/llms_cant_do_frontier_science_because_they_cant/"> <img alt="LLMs can't do frontier science because they

OPINION · WHAT · OpenAIOPEN STORY
27 Apr
LLMs are a Dead End

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1sxffva/llms_are_a_dead_end/"> <img alt="LLMs are a Dead End"

OPINION · WHAT · singularityOPEN STORY
30 May
Hot take: LLMs can’t do statistics. Not really.

<table> <tr><td> <a href="https://www.reddit.com/r/ChatGPT/comments/1ts1bcc/hot_take_llms_cant_do_statistics_not_really/"> <img alt="Hot take: LLMs can’t do statistics. Not

OPINION · WHAT · ChatGPTOPEN STORY
25 Apr
Why do LLMs feel “smart” in one message but fall apart over a long conversation?

<!-- SC_OFF --><div class="md"><p>Something I keep noticing is that LLMs can give really strong, coherent answers in a single prompt, but as soon as the conversation goes on for a

OPINION · WHO · ArtificialInteligenceOPEN STORY
12 May
How can LLMs write perfect code but not solve the same problem in conversation?

<!-- SC_OFF --><div class="md"><p>I asked Gemini to give me all the days that have &quot;d&quot; in them. It returned -</p> <p>Monday, Wednesday, Thursday, Sunday<br />

OPINION · WHEN · ArtificialInteligenceOPEN STORY
11 Aug
Could AI create a new coding language that was incredibly token efficient to work with?

<!-- SC_OFF --><div class="md"><p>I asked gpt about this, and it said yes, and gave some good examples of how some python code might look like in a new language, where the

OPINION · WHO · singularityOPEN STORY
15 Apr
I can't stop thinking about this: why are we making AI control machines through human text?

<!-- SC_OFF --><div class="md"><p>Every &quot;AI agent&quot; that controls a computer today does this: generate text → parse it → execute → serialize result back to text → repeat.

OPINION · WHEN · LocalLLaMAOPEN STORY
25 Mar
LLMs won’t take us to AGI and this paper explains why

<!-- SC_OFF --><div class="md"><p>I’ve been saying this for quite some time now and this paper that came out recently really puts it clearly</p> <p><a

OPINION · WHAT · ArtificialInteligenceOPEN STORY
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