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Pattern matching beats narrative reasoning(blog.scottstevenson.net)
36 points by tosh | 20 comments
Scott Stevenson's Substack essay arguing that good bets come from pattern matching rather than narrative reasoning and can't be easily explained in words.
The problem is not AI code, but not knowing about system architecture or intent(ssp.sh)
317 points by zazuke | 204 comments
A short note in a personal knowledge base arguing that the real problem with AI-generated code is that teams no longer understand their system architecture or the intent behind design decisions.
Quality non-fiction books are the antithesis of AI slop(resobscura.substack.com)
463 points by benbreen | 222 comments
Benjamin Breen's Res Obscura essay arguing quality non-fiction books counter AI slop, introducing a vibe-coded tool indexing prize-winning books.
Some critical issues with the SWE-bench dataset(arxiv.org)
331 points by joshwa | 113 comments
arXiv paper introducing SWE-Bench+, an empirical analysis revealing data quality issues in the SWE-bench coding benchmark for LLMs, such as solution leakage and weak tests.
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.
IRS tests free e-filing system that could compete with tax prep giants(washingtonpost.com)
693 points by elicash | 349 comments
Washington Post article reporting that the IRS is testing a prototype free government e-filing system that could compete with commercial tax preparation companies.












