登上Nature子刊！Meta脑机接口重大阶段性进展，超高实时解码准确率

非侵入式路线通过头皮外的传感器采集大脑活动，无需动刀。安全性高、理论上可大规模部署。然而信号穿过颅骨和脑脊液后严重衰减，空间分辨率远逊于皮层内电极。但正是由于外置采集，解码能力就非常弱，目前仍然处于基本不可用的状态。
XDA Developers on MSN

I tested Google's new Gemma 4 12B on my 8GB GPU, and now I don't want to go back to smaller ...

Not bad for limited hardware ...
VentureBeat

Google's new open source Gemma 4 12B analyzes audio, video — and runs entirely locally on ...

Credit: VentureBeat made with OpenAI ChatGPT-Images-2.0 While many AI open source model providers are pursuing larger and more powerful models, Google is still giving attention to the smaller, more ...
Microsoft

Beyond Prediction: Tail-Aware Scheduling for LLM Inference

LLM serving exhibits extreme length variability, making size-based scheduling difficult in practice. Recent LLM schedulers approximate SJF/SRPT using predicted decode lengths or ranks and primarily ...
Geeky Gadgets

Why Prompt Caching is the Secret to Slashing Your AI Costs By 90%

Prompt caching has become a vital strategy for managing the rising costs of large language model (LLM) operations. By reusing previously computed data, this approach minimizes redundant computations, ...
GSM Arena

MediaTek unveils Dimensity 8550 with LLM Booster and support for Gemini Nano V3

Earlier this year, MediaTek unveiled the Dimensity 8500, a 4nm (TSMC N4P) chipset with all-big CPU cores (eight Cortex-A725) and a Mali-G720 MC8 GPU. Now the company is refreshing that chip as the ...
Forbes

The Rise Of The Multimodal LLM

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. Illustration of abstract stream. Artificial intelligence. Big data, technology, AI, data ...
IEEE

ECM: Enhancing Compressibility of Quantized Vision Encoder and LLM for Large Vision ...

Abstract: Quantizing the large language model (LLM) in vision-language models (VLMs) is an effective approach to reducing memory size. However, quantizing only the LLM shifts the memory bottleneck to ...
Semiconductor Engineering

Microarchitecture Tailored to 3D-Stacked Near-Memory Processing LLM Decoding (U. of ...

A new technical paper, “Rethinking Compute Substrates for 3D-Stacked Near-Memory LLM Decoding: Microarchitecture-Scheduling Co-Design,” was published by researchers at University of Edinburgh, Peking ...
marktechpost

How to Build a Fully Searchable AI Knowledge Base with OpenKB, OpenRouter, and Llama

In this tutorial, we explore how to build and query a local knowledge base with OpenKB using a free, open model via OpenRouter. We securely retrieve the API key with getpass, set up the environment ...
Hacker

When to Use an AI Agent vs a Simple LLM Call

A software engineer, data science graduate, writer, and researcher passionate about creating impactful solutions and exp There is a pattern I keep seeing; Every product that touches AI somehow ends up ...
TMCnet

Skymizer Taiwan Inc. Unveils Breakthrough Architecture Enabling Ultra-Large LLM Inference ...

Deploying ultra-large models on-premise has historically required massive GPU clusters, high-speed interconnects like NVLink/NVSwitch, and intensive cooling systems — resulting in prohibitive cost and ...