BART is an encoder-decoder model that is particularly effective for sequence-to-sequence tasks like summarization, translation, and text generation. Florence-2 is a vision-language model from ...

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。

Not bad for limited hardware ...

Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory ...

Google says that Gemma 4 12B is "designed to bring agentic, multimodal intelligence directly to your laptop", further noting that the new model can be combined with Google AI Edge to "build and ...

On June 3, 2026, Google DeepMind released Gemma 4 12B (where 12B = 12G = 12 billion parameters). It is a model capable of handling images, audio, and video, making it an AI that can process multiple ...

Gemma 4 12B is a 12-billion-parameter decoder-only transformer. It handles text, images, audio, and video natively. There are no separate vision or audio encoders. The decoder uses the same structure ...

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 ...

Apple's researchers continue to focus on multimodal LLMs, with studies exploring their use for image generation, understanding, and multi-turn web searches with cropped images. Now, the company is ...

Abstract: Reconstructing prompts in text generation systems is a significant challenge in natural language processing (NLP). This study presents a novel Siamese encoder-decoder framework augmented ...

A new technical paper “Mitigating hallucinations and omissions in LLMs for invertible problems: An application to hardware logic design automation” was published by researchers at IBM Research. “We ...