A GitHub programmer built NvidiaWatch, a website that compiles Nvidia driver release notes and forum feedback to track the status of 462 reported driver bugs. The site gives each bug and each driver release its own page, showing fixed, open, and carried-over issues, plus a chart summarizing how many problems were resolved per update. The creator first shared the project in late September and posted an update on r/Nvidia this week.
Maurice Heumann spent three months and an estimated 600-700 billion AI tokens using Claude and Codex agents to decompile and rebuild the C++ source code of 2009's Call of Duty: Modern Warfare 2. He reports 99% of the game's functions have been recreated, with 83% matching the original code, and says the game is now fully playable. Two earlier blog posts and a video of the project have since been taken down following a copyright report from the rights holder.
GitLab issued an advisory urging immediate patching of a maximum-severity vulnerability in its CI/CD Regular Expression Compiler, tracked as CVE-2026-97229. The flaw, an integer overflow found by researcher 'joaxcar' through HackerOne, could let an unauthenticated attacker execute arbitrary code via a crafted regular expression in a CI/CD configuration file. GitLab fixed the issue in versions 19.2.8, 19.3.4, and 19.4.2, noting GitLab.com and Dedicated customers are already protected.
A security researcher discovered that Flask session cookies on developers.google.com embedded Google's own OAuth client_id and client_secret in plaintext, inside a pickle-serialized payload. The researcher found that this same client_secret also functioned as the Flask app's SECRET_KEY, meaning anyone who extracted it could forge valid session cookies and execute arbitrary code across seven Google domains. Google reportedly paid a $90,000 bounty for the finding.
A growing number of AI-assisted software projects are attempting to recreate Adobe's applications, with one effort reportedly involving over 165 contributors submitting hundreds of pull requests daily using Claude. The author estimates spending on AI API tokens for the largest such project has exceeded $50,000 in two weeks, while noting none of these clones can yet match Photoshop's brush engine performance on large canvases.
Atticus is a new open-source macOS voice assistant activated by holding Control+Option+Space, letting users control windows, search files, read on-screen content and run apps by voice. It runs through an existing Claude Pro or Max subscription via Claude Code rather than requiring a separate API key, and it caches learned actions so repeated requests execute instantly without invoking the AI model.
A new tool called Pensieve was benchmarked against plain grep-based search inside Claude Code across four real repositories ranging from 500 to 35,000 files. In held-out code-finding tasks, Pensieve located the correct file in 131 of 144 runs versus 123 of 144 for grep, while using 43% fewer tool calls, costing 18% less per lookup, and finishing 21% faster, with each search taking 0.1 to 0.2 seconds.
A developer has released Spool, a pre-1.0 open-source tool for creating and managing persistent Claude Code sessions, called 'loops', that can schedule wakes, resume sessions, and coordinate with each other. Users can interact with these loops through a web control room, Telegram, or Slack instead of monitoring individual terminal sessions. Spool itself is built by a fleet of Claude Code loops running on the tool, with human review and merging of all changes via pull requests.
Andrej Karpathy argues that public understanding of large language models' capabilities is diverging sharply rather than converging. He outlines a rough tier system: roughly 75% of people have barely used LLMs, 20% use free chatbots casually, about 0.2% of professionals in coding and math see agents completing weeks of work in a prompt, and an estimated 5,000 people with internal access to frontier systems are reportedly seeing swarms of agents handle multi-week software projects, cyberattacks and research-level math.
Indeed Hiring Lab data shows U.S. software-development job postings have risen nearly 15% since February 2025, even as overall job postings declined and AI tools write an increasing share of code. GitHub reported that AI agents are now involved in one in three pull requests, up from fewer than one in ten a year earlier.
Since 2010, Google Japan has released a new novelty keyboard concept each year under its Gboard team banner, ranging from a single-key Morse code keyboard to a robotic joystick-controlled finger, a party-blower keyboard, a bubble-wrap keyboard, a bendable spoon keyboard, a teacup keyboard, and a single-row alphabetical bar keyboard. One of these gag concepts, Morse code input, was later actually added to Android's Gboard in 2018.
OpenAI's September 8 announcement of a solution to the Navier-Stokes problem included two versions of its proof: one in natural language with mathematical symbols, and one formalised in the Lean programming language for automated verification. A team led by Anders Hansen and Fabian Circelli at the University of Cambridge says these two versions do not actually match, meaning the Lean code may not faithfully represent the natural-language argument.
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