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… ...

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 ...

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

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 ...

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

Real-world asset tokenization means ownership of many assets could move to the blockchain. It is early days, but we're already seeing rapid moves from regulators and industry players. Watch for shifts ...

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

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The new products offer indirect, regulated exposure to companies building stablecoin and real-world asset infrastructure as adoption accelerates. MarketVector Indexes has launched two new benchmarks ...

As Solana’s on chain activity continues to accelerate, a question is increasingly surfacing among investors. Can Solana eventually be valued alongside networks like Ethereum, or is the gap structural ...

让大模型轻松处理比自身上下文窗口长两个数量级的超长文本！ MIT CSAIL 研究团队提出了一种叫做递归语言模型 RLM的长文本处理新方法，来解决上下文腐烂问题。 不修改模型架构、不升级模块设计，但能让 GPT-5、Qwen-3 ...

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