With the advent of AI-mediated APIs, the era of manually hard-coding every integration between every microservice may be ...

Generating structured JSON from language models is a challenging task. The generated JSON must be syntactically correct, and it must conform to a schema that specifies the structure of the JSON.

VS Code can use LLM models other than GitHub Copilot’s built-in providers for AI-assisted development, including local and ...

Ongoing research into AI agent framework security identified an exploit chain in AutoGen Studio (AutoGen’s open-source prototyping user interface) that allows untrusted web content rendered by a ...

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JFrog found malicious npm packages that deploy a Windows RAT to steal Chrome credentials, run commands, and transfer files.

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在大模型兴起后，本地模型运行缓慢、难以使用是常态，而且对于大多数编程任务来说准确率不高。本地模型严重落后的观点在很大程度上是正确的，直到 2025 年 8 月 OpenAI GPT-OSS 的发布才让我们改变了这种看法。我没有确凿的科学证据 —— ...

在人工智能的蛮荒时代，我们习惯于将大模型视为一个黑箱。我们往里面投入语料、算力和电力，然后期待它吐出智能。然而，随着OpenAI从非营利实验室蜕变为估值数万亿美元的科技巨兽，其内部运转的逻辑早已超越了简单的“训练-推理”模型。如今，驱动这个庞然大物的，是一种更为隐秘、更为暴烈的力量——Token的重新分配。 Token，这个在自然语言处理中微不足道的计量单位，此刻正扮演着“数字石油”的角色。谁掌握 ...

如果你正在跑 Agent，今天至少做一件事：加一个最大步数限制。五分钟的改动，省下的可能是下个月某天凌晨的一笔意外 token 账单。然后开始写 JSONL——等你攒了 50 条 trace，HALO 这类工具也差不多成熟到能用了。 6 月 23 日到 24 日，Hacker News 首页在 24 小时内出现 ...

Datalab 正式发布 lift，一款拥有 90 亿参数的开源权重视觉模型，专攻结构化数据提取。该模型允许用户通过提供 JSON Schema，直接从 PDF 和图像中读取信息，并返回符合该模式的 JSON 对象。 作为 Datalab 首款纯粹为提取任务构建的模型，lift 将其此前推出的 chandra、marker 和 surya 等开源 OCR 工具的能力，进一步扩展至基于模式的字段提取 ...

RGA Investment Advisors details how AI is transforming its investment process and highlights AWS as a key beneficiary. Read ...