计算范式本身也在走向多元—科学计算、量子-经典融合正在成为AI的新战场。多元本身不是问题，它是一种不断的演进，关键在于多元之上有没有统一的软件栈来兜底。这正是FlagOS下一步要做的事：不局限在今天的AI智算，也要为量子计算+AI打好基础。

最近Hermes Agent突然火了起来，开发者社区在大量地拿它和OpenClaw做对比。这个由Nous Research在2026年2月发布的开源智能体框架，GitHub星标已经超过4万。比较下来，OpenClaw在企业级功能和用户界面上更成熟，但Hermes Agent在两件事上明显占优：一是常驻自治运行，它不是聊天机器人的包装，而是一个常驻在用户自己服务器上的系统，可以同时接管Telegra ...

Abstract: In this article, a stochastic recurrent encoder decoder neural network (SREDNN), which considers latent random variables in its recurrent structures, is developed for the first time for the ...

High level API to define cell/nuclei instance segmentation models. 6 cell/nuclei instance segmentation model architectures Flexibility to modify the components of the model architectures. Sliding ...

Abstract: We study a streamable attention-based encoder-decoder model in which either the decoder, or both the encoder and decoder, operate on pre-defined, fixed-size windows called chunks. A special ...

Accurate reservoir inflow forecasting is vital for effective water resource management. Reliable forecasts enable operators to optimize storage and release strategies to meet competing sectoral ...

IRVINE, Calif.—Teradek will launch its new Prism 877 4K HEVC encoder/decoder cards at the IBC 2024, Sept. 13-16, at the RAI Amsterdam Convention Center. The cards allow users to switch between ...

Pre-trained models have achieved remarkable success in natural language processing (NLP). However, existing pre-training methods underutilize the benefits of language understanding for generation.

A PyTorch implementation of the hierarchical encoder-decoder architecture (HRED) introduced in Sordoni et al (2015). It is a hierarchical encoder-decoder architecture for modeling conversation triples ...

Teradek launches Prism Flex, the company’s flagship 4K HDR encoder/decoder system designed for mission-critical IP video transport workflows. A new encoder/decoder designed with low latency in mind, ...