教会AI做ARC抽象推理题的，竟然是猫猫？何恺明团队最新论文提出了NAT-ARC，一套纯视觉的ARC解题方案。它不靠LLM，用ImageNet上的猫狗花草做预训练，让模型学会「看」，再迁移到抽象格子推理上。结果，NAT-ARC表现最好的单模型在ARC ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !kaiming大佬也开始研究Agent了，但是这篇论文还是和Agent有关。这篇文章从 Agent 系统设计、视觉记忆、上下文管理和评测方法几个角度梳理这篇论文。多模态 Agent ...

Princeton's Queen reached 2697 Elo after climbing 900-plus points in seven training rounds, while Gemini 3.1 Pro Preview sits ...

YASKAWA Electric Corporation engages in motion control, robotics, and system engineering businesses worldwide. It offers rotary servo motors, direct drive motors, linear motors/linear sliders, machine ...

In the custom PC market, the long-standing choice between the two giants, "GeForce (NVIDIA) or Radeon (AMD)," has seen a ...

China’s dexterous hand industry is developing rapidly as local suppliers pursue lower-cost, scalable solutions for humanoid ...

The ambidextrous, 49 g Razer Viper V4 Pro debuts the latest Focus Pro 50K Gen-3 sensor along with Razer's improved HyperSpeed Wireless Gen-2, lowering latency and improving reliability, and providing ...

India-based gaming company Arc has introduced its first gaming handheld, the Arc X1. The device is powered by Qualcomm’s Snapdragon G2 Gen 2 chipset and runs OwlOS, a custom Android based operating ...

WLMouse has officially revealed its Beast X2 wireless gaming mouse, which was designed in collaboration with notable League of Legends Invictus e-sports team member, TheShy. The new Beast X2 will come ...

Yes, and the quantized checkpoint is why. Per the model card, the BF16 checkpoint needs at least 600 GB of aggregated VRAM. That is met by 4x NVIDIA B300 or 8x NVIDIA H200. The NVFP4 checkpoint drops ...

本文针对大语言模型（LLMs）处理长上下文时存在的计算成本高、信息稀释及上下文窗口受限等问题，提出了一种自适应文本表示压缩器（ARC-Encoder）。该编码器通过将文本上下文压缩为连续表示 ...

Why it matters: Not for the first time, Intel has emphasized that despite rumors to the contrary, its Arc desktop graphics cards will not be killed off as the company shifts its graphics priorities.