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Optoma's GT2400HDR is a short-throw laser projector priced under $1,300, positioned as an affordable option for home golf simulator setups compared to 4K projectors costing $5,000 or more. It runs continuously for up to 30,000 hours without a bulb, stays cool during use, carries an IP6X dust rating, and weighs under 7 pounds for easy repositioning.
MIT Technology Review spoke with cognitive scientists comparing how babies and large language models acquire language, finding that infants learn to speak proficiently after hearing only 10 to 30 million words, while LLMs require vastly more data to approach similar fluency. Stanford's Michael C. Frank noted that training a model like GPT-2 on the same word count a toddler hears produces a 'nonsense generator,' not coherent speech.
Researchers running UCL's chemistry department fellowship support scheme have published guidance drawn from helping more than 40 early-career researchers win independent fellowships. The advice covers assessing whether a candidate's track record fits a target fellowship, shaping a competitive research proposal, and choosing the right host institution. The authors stress that early planning during a PhD and postdoc, including mapping publication milestones, is critical to building a strong application.
A Nature opinion piece argues that scientific publishing's peer-review system is strained by rising submissions, more complex manuscripts and a shortage of willing, timely reviewers. While most journals currently prohibit reviewers from using AI tools over confidentiality and accountability concerns, the author contends these blanket bans are difficult to enforce and only partially solve the underlying problems.
Multiple retailers have started offering early Labor Day promotions ahead of the holiday, with markdowns spanning televisions, Apple devices, and other tech products. ZDNET compiled a roundup of these deals based on its own testing and price comparisons across vendors.
Cooler Master has released the Q300L V3, an updated version of its budget Micro-ATX/Mini-ITX case line first introduced in 2018. The new model is slightly larger than its predecessors, featuring bigger panel perforations for airflow, a reinforced frame, flexible front I/O placement, more room for CPUs and graphics cards, and a bundled 140mm fan. It carries an MSRP of $44.90, though it's currently listed under $40 on Amazon.
Walmart has launched early Labor Day sale pricing across tech categories, including discounts on Apple and Samsung products. ZDNET compiled a list of standout deals after comparing retailer listings and pricing data ahead of the holiday shopping period.
Asus has released its first ROG-branded soundbar, the Gjallar, a 2.1.2 system that pairs a wireless 65W 6.5-inch subwoofer with an audio control hub featuring built-in beam-forming microphones. Priced at $600, the compact under-monitor unit delivers solid sound quality but comes wrapped in a boxy, heavily branded black design that reviewers found unremarkable.
MSI's Crosshair 16 HX E14W arrives as a budget-tier gaming laptop that manages to hold down its price despite the ongoing surge in memory costs. Reviewers note the machine delivers expected gaming performance for its class but does so through several noticeable trade-offs in build and features.
Birdfy's Nest Duo is a smart nesting box equipped with two 1080p cameras—one inside and one outside the entry hole—plus a built-in thermometer and hygrometer. The reviewer used it to observe an entire chickadee nesting cycle, from excavation and egg-laying to hatching and fledging, streamed live to a smartphone. The device is part of a broader Birdfy lineup that includes single-camera and pole-mountable models.
Asus has launched the ZenScreen OLED MQ16FC, a 16.1-inch portable monitor with a 1920x1200 resolution OLED panel, an aluminum body weighing 1.5 pounds, and a built-in kickstand that also supports portrait orientation. The device includes dual USB-C ports, a micro-HDMI port, a headphone jack, and a tripod mount, and is priced under $300.
Chuwi has released the Unibook, a budget laptop built around Intel's new Core Series 3 'Wildcat Lake' processor, priced at $449 with 8GB of RAM. The launch comes as rivals like Dell and Acer struggle to match or undercut Apple's MacBook Neo, which itself saw a $100 price hike just three months after debuting amid a wider memory-chip price surge.