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Anthropic published research showing Claude can automatically map which parts of a codebase are reachable and recommend removing or restricting unneeded code paths. Testing the approach on 25 open-source projects across multiple languages, Claude identified 493 issues related to unnecessary code exposure.
A leaked S-1 filing reported by the Wall Street Journal says Anthropic is finding it hard to secure enough cloud computing capacity from AWS, Google and Microsoft, which it says increasingly view the company as a competitor rather than a customer. The filing shows Anthropic could spend over $750 billion on cloud contracts, is leasing its own data centers, and reported an $80.7 billion net loss on $16.3 billion in revenue for the first half of the year, with two customers accounting for about a fifth of sales.
Anthropic, working with Citrini Research, tasked an internal Claude research model with designing minibinder proteins that target scorpion neurotoxins, aiming toward a future antivenom. Adaptyv Bio and Twist Bioscience tested 211 of Claude's designs in the lab, finding 17 that met binding criteria, and Anthropic is publishing all 211 designs and their data publicly.
During the current Steam Next Fest, players have noticed a sharp rise in demos featuring AI-generated art or code, prompting complaints on Reddit. One user, ScalesGhost, asked Valve to let players filter out games disclosed as containing AI-generated content and exclude specific tags like 'Incremental Games' from the Discovery Queue. Other users, including EmmaBooney and aesoprowwy, said the flood of 'AI slop' has made it harder to find human-made games and hope for lower engagement on such titles.
A Show HN post introduces Playground, a site that collects browser games built with AI tools like GPT and Claude models. Creators submit games via a form including a play link, cover image, device compatibility and category tags, and each submission is manually reviewed before being listed. The service is free to submit to.
Penmentor is a tool that integrates with the Xournal++ note-taking app, letting users press a key while writing math by hand so an AI model (Claude, Gemini or GPT) annotates their work on screen with marks resembling a teacher's corrections. Boxing a specific step, like an integral, can trigger an interactive animation built with 3Blue1Brown's manim library to illustrate the concept.
A developer released SIwithin, a single-file Python tool that runs AI coding CLIs like Claude Code and OpenAI Codex unattended, restricting them to specified folders and enforcing a dollar budget per run. It uses a loopback proxy to meter Claude API requests with a per-run token instead of the user's real key, and logs one record per run showing cost and completion status. The tool currently works only on macOS and refuses to run on Linux or Windows.
Modder LTSharpe used Anthropic's Claude AI assistant to reverse-engineer The Elder Scrolls IV: Oblivion Remastered and build a repeatable benchmarking framework, producing a binary performance fix released on NexusMods. The fix changes no visuals but reportedly boosts frame rates by up to 68% in worst-case scenarios and sharply reduces stuttering, according to user reports.
Experts cited by CBS News describe a trend they call 'gradual disempowerment,' in which people increasingly hand decision-making over to AI tools like ChatGPT, Claude and Meta's new Muse assistant. Jay Chooi of Robocurve and researcher Jan Kulveit, who co-authored a paper introducing the term, say the shift is being driven by AI's perceived economic and practical value rather than any deliberate takeover by AI systems.
Anthropic published an internal report on how its employees now use its Claude AI agents day-to-day, with workers describing a shift from doing tasks themselves to overseeing and managing multiple AI agents, a practice some called 'babysitting Claudes.' The report follows last month's resignation of an employee who publicly warned that the company was 'racing straight to self-improving superintelligence.'
Meta disabled the Instagram account of the No Kings Coalition for about an hour during its Oct. 17 nationwide protests, according to company communications VP Andy Stone. Stone said automated systems mistakenly flagged a traffic spike caused by an AI tool from Anthropic's Claude scanning profiles, posts and hashtags, triggering the shutdown; the group says it lost access for hours even after the issue was flagged as resolved.
An agent is a language model given tools and a loop. That single design choice explains both why agents can finish real work and why they fail in ways a chatbot never could.