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We revisit a basic question in sequence modeling: is explicit self-attention actually necessary for strong performance and reasoning? We argue that standard multi-head attention is best seen as a form of tensor lifting: hidden vectors are mapped into a high-dimensional space of pairwise interactions, and learning proceeds by constraining this lifted tensor through gradient descent. This mechanism is extremely expressive but mathematically opaque, because after many layers it becomes very hard…
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AI summary Many 'awesome' GitHub repositories are seen as outdated or filled with irrelevant AI-generated content, making them less useful for users.
OpenSSH 10.6p2 has been released with a workaround for a critical vulnerability. https://openssh.com/releasenotes.html#10.6p2 If you operate a Linux system that uses musl libc…
AI summary Baidu released ERNIE-5.5-Flash-Base, a sparse MoE model with 280B parameters and 1M-token context support.
Several staffers at the White House are using computers or mobile devices equipped with residential proxy services that render their internet address available for others to…
AI summary The Games Factory was a 2D game development tool from 1996, later renamed Clickteam Fusion 2.5. A game called Dark Aftermath was inspired by the Book of Revelation.
AI summary Discord is moving its desktop app from Electron to Rust to use less RAM.
Amazon has made Uber Eats as its official restaurant delivery partner for Prime members in the United States.
AI summary The G58 LWB 3 Series, revealed in a MIIT filing, is 4,865 mm long, 1,852 mm wide, 1,461 mm tall, with a 2,970 mm wheelbase and manual door handles to meet China’s upcoming…
AI summary Maxis offers the new iPhone Duo for RM9.99 a day, including device protection, trade‑in savings, Apple product discounts, and a top‑tier postpaid plan for fast, reliable…
