这意味着在推理阶段，用户只需要提供问题描述，不需要任何关于简化规则的额外提示，模型就能自动生成既正确又简洁的代码。特别值得注意的是：ShortCoder的pass@100得分（0.967）超越了当前最先进的DeepSeek-Coder-6… ...

Securitize’s latest SEC filing showed that the company’s revenue increased nearly tenfold year-over-year as institutions experiment with tokenization.

USOR is a Solana-based crypto token, not a regulated commodity or oil-backed asset, despite marketing claims referencing U.S.

点击上方“Deephub Imba”,关注公众号,好文章不错过 !这篇文章从头实现 LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures。需要说明的是，这里写的是一个简洁的最小化训练脚本，目标是了解 JEPA 的本质：对同一文本创建两个视图，预测被遮蔽片段的嵌入，用表示对齐损失来训练。本文的目标是 ...

The popular open source AI assistant (aka ClawdBot, MoltBot) has taken off, raising security concerns over its privileged ...

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 characters). This works for prose, but it destroys the logic of technical ...

Entering text into the input field will update the search result below Entering text into the input field will update the search result below ...

An AI character from a UK anti-extremism game went viral as a politial meme, showing how generative tools can fuel influence, ...

On HMMT Feb 25, a rigorous reasoning benchmark, Qwen3-Max-Thinking scored 98.0, edging out Gemini 3 Pro (97.5) and ...

Perplexity was great—until my local LLM made it feel unnecessary ...

1月27日，DeepSeek刚刚发布了DeepSeek-OCR2，搭载核心黑科技 DeepEncoder V2 。它抛弃了传统的机械扫描，让AI学会了像人类一样「按逻辑顺序阅读」，仅用几百个Token就实现了对复杂排版和图表的完美理解。

【导读】 13.8和13.11哪个大？这个问题不光难倒了部分人类，还让一票大模型折戟。AI如今都能做AI奥数题了，但简单的常识问题对它们依然难如登天。其实，无论是比大小，还是卷心菜难题，都揭示了LLM在token预测上的一个重大缺陷。