DeepSeek’s New Architecture Can Make AI Model Training More Efficient and Reliable

DeepSeek’s latest paper introduces Manifold-Constrained Hyper-Connections (mHC), a method designed to make large AI model training more stable and efficient by constraining residual signal flow. The architecture was tested on models up to 27 billion parameters and showed improved training stability without excessive overhead. Research focuses on reducing costly trai...

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Samsung Unveils Freestyle+ Ahead of CES 2026, Touts AI-Powered Screen Optimisation Features

Samsung on Friday unveiled Freestyle+, its newest portable projector designed to bring smarter and flexible entertainment across a wide range of spaces. As per the South Korean tech conglomerate, it will be showcased at the Consumer Electronics Show (CES) 2026 in Las Vegas, which begins next week. The updated Freestyle+ builds on the design of the original model, whil...

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Motorola Signature Leaked Marketing Image Shows Stylus Support

Motorola Signature is confirmed to launch in India next week. Now, a leaked marketing image of the phone suggests support for stylus input. The render shows the phone with a triple camera setup along with an LED flash. It is said to come with a Snapdragon 8 Gen 5 chipset, up to 16GB of RAM and a 6.7-inch OLED display.

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Samsung’s Exynos 2800 Chip Could Mark a Return to Proprietary CPU and GPU Designs, Tipster Claim

A return to proprietary processor components is said to be on the cards for Samsung, which could mark a shift in its mobile chip strategy. According to a tipster’s claims on social media, the South Korean tech conglomerate is exploring a return to custom CPU and GPU architectures with the purported Exynos 2800 processor. If this move materialises, it would signal a ...

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CES 2026: LG Gram Laptops With New ‘Aerominum’ Finish, On-Device AI Capabilities Unveiled

LG Electronics will unveil its 2026 LG Gram laptop lineup at CES 2026, focusing on lighter designs, a new Aerominum chassis, and expanded AI features. The laptops support on-device and cloud-based AI, including Microsoft Copilot+ PC tools, along with improved connectivity and security features. The lineup includes the Gram Pro 17 with an RTX 5050 GPU and the Gram Pro ...

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CES 2026: LG Gram Laptops With New ‘Aerominum’ Finish, On-Device AI Capabilities Unveiled