Apple has introduced LensVLM, built on Qwen3.5-9B-Base, which lets vision-language models scan compressed text-as-image inputs and selectively expand only relevant portions using learned tools rather than reading everything at full resolution. The model reportedly matches full-text accuracy at 4.3x compression and beats retrieval and compression baselines up to 10.1x compression across seven QA benchmarks, plus document and code tasks.
Bessemer Venture Partners announced it has closed $5.75 billion across two new funds aimed at investing across the AI stack, splitting the capital into $1.75 billion for seed and early-stage deals and $4 billion for growth-stage startups. The firm says it has already deployed $3 billion into more than 260 AI-native companies since 2022, spanning compute, infrastructure, foundation models, dev tools and agentic technology.
Between the 1940s and 1980s, multiple countries dumped an estimated 150,000 tons of low-level radioactive waste into the Atlantic Ocean, sealed in barrels and left on the seafloor. Much of this material remains submerged today, with no comprehensive program in place to retrieve or permanently neutralize it.
A commentary piece argues that DHH's Omarchy Linux distro is being built and marketed around heavy use of large language models and agentic AI workflows, following a lengthy podcast interview in which DHH discussed his use of AI tools. The piece also notes Alibaba's Phoronix-reported Qwen Book announcement, which frames plans for Omarchy to become the operating system for Alibaba's proposed agentic computer hardware, and mentions Michael Dell's donation and DHH's on-air praise of the Dell XPS.
Microsoft has lowered prices on its smaller Surface Pro and Surface Laptop models, bringing them closer to costs seen two years ago. The refreshed bundles now include a Surface Mouse, though keyboards and the stylus remain separate purchases.
Microsoft is refreshing its lowest-end Surface devices, the 13-inch Surface Laptop and 12-inch Surface Pro, with Qualcomm's new Snapdragon X2 Plus processor featuring an 80 TOPS NPU, replacing the first-gen Snapdragon X Plus. Both machines launch October 13, priced at $1,199 and $1,149 respectively, with new black color options, brighter 500-nit displays, and the Surface Pro gaining optional 5G in enterprise models plus a new sketching app called Ink Canvas.
Microsoft has updated its smaller Surface Pro 12-inch tablet and Surface Laptop 13 with new Snapdragon X2 Plus processors, keeping the same designs but adding brighter 500-nit displays. Prices have risen to $1,150 for the Surface Pro 12 and $1,199 for the Surface Laptop 13, up from sub-$1,000 launches last year, which the company attributes partly to rising memory costs.
Microsoft has upgraded its smaller Surface Pro and Surface Laptop models to Qualcomm's Snapdragon X2 series processors, matching the chips already used in its larger 13-inch Surface Pro and 13.8- and 15-inch Surface Laptop models. The new 12-inch Surface Pro moves to a six-core Snapdragon X Plus X2P-42-100 chip with an upgraded GPU and NPU capable of 80 trillion operations per second, and Microsoft also increased its memory. Alongside the laptop updates, Microsoft introduced a new Surface Mouse featuring haptic feedback.
OpenAI's Sam Altman and Anthropic's Dario Amodei spoke to the United Nations Security Council, calling for international cooperation to manage risks from artificial intelligence. Altman argued that nations with competing interests have historically united over powerful new technologies and said this should be one of those moments. The appearance came a day after President Trump told the UN General Assembly he would not "stifle growth" of AI, dismissing global control efforts as a "globalist scheme."
The XPRIZE Wildfire competition concluded without awarding either of its two $11 million grand prizes, though finalists were recognized for progress in space-based fire detection and autonomous firefighting drones. One track required teams to detect all fires across a wide area of Australia within 10 minutes, while another challenged autonomous systems to locate and extinguish a target fire in rural Alaska within the same timeframe, avoiding decoy fires. Program director Andrea Santy said the competition drew hundreds of teams proposing solutions ranging from sound-based suppression to robotic dogs and lasers before judges narrowed the field to more practical detection and response systems.
Mark Zuckerberg showed off Muse Charm, a screen-and-lanyard device without a wristband, at the end of Meta Connect. It has a fingerprint sensor to activate voice commands, a camera, and multiple microphones, letting users talk to Meta's Muse AI agent without unlocking a phone. Zuckerberg said only a few prototypes exist so far, with finishing materials still to be decided, and the device is targeted to ship by December.
A geothermal heat map compares subsurface heat flow across the United States, measured in milliwatts per square meter, against known locations of hot springs. The map shows the national average heat flow at roughly 65 milliwatts per square meter, with much of the western US running well above that level while the eastern US remains largely cooler.
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