Researchers from MIT have developed a new technique that allows large language models to dynamically adjust the effort needed to solve tasks. This method, called instance-adaptive scaling, reduces computational consumption by as much as 50 percent while maintaining accuracy, making smaller models just as capable as the largest ones on the market.
The new co-design methodology developed at mit introduces quantified uncertainty at every stage of complex systems design. It provides clear maps of trade-offs between performance, cost, and risk, and helps teams quickly select batteries, sensors, and architectures that are robust in real-world conditions.
With the autumn promotion in Croatia, you get a Galaxy S25 FE gift phone by purchasing selected Samsung Galaxy devices. Galaxy Z Fold7, Z Flip7, Z Flip7 FE, S25 Ultra, S25 and S25+, and S25 Edge are included. Registration is done in the Samsung Members app, and the gift arrives at the address after the application is approved.
Huawei FreeBuds SE 4 bring active noise cancelling, Bluetooth 5.4, IP54 resistance and a battery life of up to 50 hours with the case. They weigh 4.3 g per handset, offer fast charging (10 min ≈ 4 h) and clear sound with a 10 mm driver. With a price of €59, they target students, young professionals, and anyone looking for a lot for little.
The latest series of Huawei Watch GT 6 smartwatches from 30 September 2025 is available in Croatia, with autonomy of up to 21 days, Sunflower GPS for precise route tracking, virtual power meter for cycling and new TruSense health monitoring. Customers receive a voucher of 30 euros for models from the series until 31 October.
Mit CRESt shows how multimodal AI, robotic synthesis and autonomous testing can accelerate the development of new materials: from literature processing and microstructural imaging to experiment planning and camera monitoring, the system has led to record power densities and a cheaper catalyst for direct fuel cell formats