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Reasoning models don't always say what they think(anthropic.com)
369 points by meetpateltech | 246 comments
Anthropic research post on whether reasoning models' Chain-of-Thought faithfully reflects their actual reasoning, linking to the accompanying paper.
Coding is not solved(blog.alexewerlof.com)
458 points by firstSpeaker | 459 comments
Alex Ewerlöf's opinion essay arguing that AI and LLM coding tools have not solved software coding, drawing on his experience building AI systems.
Stealing Reasoning Traces from Proprietary LLM APIs(stolen-thoughts.com)
665 points by quantumgarbage | 295 comments
Project page for a research paper on extracting hidden reasoning traces from proprietary LLM APIs, by authors from MATS, ELLIS, Max Planck and Tübingen.
Prevent cognitive debt by manually retyping LLM-generated code(ankursethi.com)
502 points by mpweiher | 413 comments
A personal blog post arguing that developers should manually retype code generated by LLM coding assistants to keep understanding it and avoid cognitive debt.
That's not an abstraction, that's a layer of indirection(fhur.me)
546 points by fagnerbrack | 213 comments
A blog post arguing that many so-called abstractions in codebases are merely layers of indirection that add complexity and hurt performance without real value.
Cognitive load is what matters(github.com)
1392 points by nromiun | 488 comments
GitHub repository by zakirullin containing an essay arguing that reducing cognitive load is what matters most in software development, with translations.












