Apple is preparing HomePod 27.2 software, currently in developer and public beta testing, that brings some new HomePod Mini 2 capabilities to older models. Per MacRumors, the first-gen HomePod and Mini will gain lock-controls functionality, with the Mini also getting the Sound Glow RGB light display, while the 2nd-gen HomePod will additionally support Mac audio output and four-speaker arrays with the fourth-gen Apple TV 4K.
A developer essay sketches a hypothetical 2031 workday in which AI agents complete most coding tasks overnight, opening pull requests with tests and recorded demos, while leaving ambiguous business decisions for a human to resolve. The piece draws a parallel to earlier predictions that compilers would make programming obsolete, arguing that each layer of automation shifts rather than removes human judgment. The author frames this as a plausible near-future extension of present-day agentic coding tools rather than a confirmed roadmap.
At its Onward event, General Motors outlined plans to use AI across vehicle design, manufacturing, and driving systems, including compute units it says will be up to 40 times more powerful than current hardware. The automaker also said it aims to bring eyes-off autonomous driving to its best-selling trucks and SUVs and speed up battery chemistry modeling, while cutting its typical four-to-five-year vehicle development cycle down to two years through what it calls 'digital thread virtualization.'
Mach9, originally Mach9 Robotics, has raised a $34 million Series A round co-led by First Round Capital and Bessemer Venture Partners, with participation from Prudence and Quiet Capital. The company dropped its hardware focus and pivoted to AI-powered computer-aided design software that converts laser scan and imaging data into usable civil engineering surveys. Mach9 says nearly 100 customers have used the private beta across more than 2,500 projects.
Robin Wilson has digitised the data behind John Snow's 1854 map of the Broad Street cholera outbreak, making it available for download in formats compatible with modern GIS software. The dataset recreates the original case locations and pump data Snow used to trace the outbreak's source.
A commentary piece argues that healthcare institutions are not adapting fast enough to AI adoption despite strong interest from both patients and doctors. The authors invoke Ignaz Semmelweis's 1847 handwashing reform, which cut maternity ward deaths from about 18% to 2%, as a historical example of how small practice changes can transform medical outcomes.
Serato released Serato DJ for iOS, bringing most of its flagship desktop DJ software's features to iPhone and iPad for the first time. The app supports stem separation, effects, EQ tools, BPM matching, key sync, cue points, recording, and compatibility with over 120 hardware controllers, plus Digital Vinyl Systems for scratching. Users can transfer libraries from Serato DJ 5.0 via USB-C or wirelessly, and the app costs $149 to buy outright or is included in a $14.99 monthly bundle with Serato DJ Pro and Studio.
A Dark Reading roundtable discussion examined how AI tools are adding new security complexities to the software development lifecycle. Participants pointed to improved collaboration, stronger identity visibility, and lower testing costs as practical steps CISOs can take to manage these risks before expanding AI use in development.
A developer says they received a permanent ban from the r/java subreddit after posting a Swing WebView component they built using AI tools. They say the ban stemmed from rule #9, a newly added policy prohibiting sharing any software developed with AI assistance, which they hadn't noticed before posting.
A new report from The Data Drop examined 23 widely used open-source software projects and found 11 of them have only one or two active maintainers, often working without pay or adequate funding. The report cites past incidents like Shellshock, ImageMagick's exploited vulnerabilities, Log4Shell, and the libwebp zero-day as examples of how thinly staffed, ubiquitous code can produce major security failures.
OpenAI released benchmark results showing its latest models, including GPT-6 Astra and GPT-6.1 Sol, perform significantly better at writing and migrating code in legacy languages like COBOL, Fortran and Visual Basic. Using an internal test suite called MultiLangBench, OpenAI reported Astra's average pass rate across 20 languages rose to 87.4 percent, though COBOL remained the toughest language at 72 percent. Separately, GPT-6.1 Sol reached up to 97.9 percent accuracy when migrating COBOL programs to languages such as Python, Java and Rust while preserving original program behavior.
Companies are increasingly deploying automated AI systems that continuously test, patch, and defend software rather than relying on periodic security reviews. The shift comes as AI tools have demonstrated growing skill at discovering software vulnerabilities and circumventing existing cybersecurity defenses.
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