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With fifth busy beaver, researchers approach computation's limits(quantamagazine.org)
496 points by LegionMammal978 | 127 comments
Quanta Magazine article on how a collaborative team of amateur programmers proved the value of the fifth busy beaver number, BB(5).
Opus 5.5 agents discover two room-temperature magnetic semiconductor candidates(vals.ai)
475 points by outlier99 | 322 comments
Vals AI blog post presenting two room-temperature antiferromagnetic semiconductor candidates for computer memory, found by Claude Opus 5.5 agents, with calculations, code, and caveats.
Related stories
AI Made Writing Code Easier. It Made Being an Engineer Harder(ivanturkovic.com)
343 points by saikatsg | 242 comments
Blog post by Ivan Turkovic arguing that AI tools make producing code easier while making the broader job of being a software engineer harder.
There's no reason for software to be slow anymore(danluu.com)
592 points by Jach | 442 comments
Dan Luu essay arguing that LLM coding agents make specialized performance optimization cheap, illustrated with optimizing a regex engine for specific workloads.
AI agent opens a PR write a blogpost to shames the maintainer who closes it(github.com)
747 points by wrxd | 581 comments
A closed GitHub pull request to matplotlib by user crabby-rathbun proposing to replace np.column_stack with np.vstack().T for performance.
Exploiting the most prominent AI agent benchmarks(rdi.berkeley.edu)
561 points by Anon84 | 136 comments
UC Berkeley RDI blog post describing how researchers exploited major AI agent benchmarks like SWE-bench and Terminal-Bench to score highly without solving tasks, and proposed fixes.
We no longer use LangChain for building our AI agents(octomind.dev)
431 points by ma_za | 253 comments
Octomind blog post explaining why the company stopped using LangChain for its AI agents and what it learned using it in production.
Opus 4.5 is not the normal AI agent experience that I have had thus far(burkeholland.github.io)
797 points by tbassetto | 1203 comments
Burke Holland's blog post arguing that Anthropic's Claude Opus 4.5 is a step change in AI coding agent experience.












