Discover / External signals
Signals worth exploring, with sources you can trace.
Building an autonomous agent requires a model, a harness, and domain-specific tools. To deploy an agent more securely, developers need a runtime that enforces... Building an aut…
OpenAI will honor a shared robots.txt signal to help website operators communicate their AI training preferences to participating providers.
Cursor 发现通过其 IDE 扩展市场分发的 Claude Code VS Code 扩展被修改并植入恶意软件，最多影响 5000 用户，恶意版本并非 Anthropic 开发。Cursor 已于当日下午下线扩展市场，与相关提供方合作清除恶意软件并确认无进一步风险后重新上线，建议受影响用户参考博客说明排查，并升级到 Claude Code for …
As large language models (LLMs) become more widespread in Africa, their safety in low-resource languages remains largely untested since most red-teaming work focuses on English.…
Large Language Models (LLMs) rely on Multi-Head Attention (MHA) for sequence modeling, but scaling to long contexts is constrained by the quadratic cost of attention, motivating…
Modern robot learning systems feed on high-quality demonstration data, and their performance hinges on coverage. Without good coverage, small errors compound and the policy can …
Musculoskeletal robots combine compliant actuators with articulated skeletons, but exploring alternative configurations often requires repeated fabrication. We present MUSBRIC, …
Figma 介绍其为 agent 自研 Figma 编辑模型的训练方法，先用超过 25 万条合成样本做 SFT，让早期 Llama 3.3 70B 在编辑任务上接近当时顶级模型，后转向 RL 并结合确定性校验器与视觉评委做评测。
How I Built the Most AI-Pilled Company in the World Don't be put off by the clickbait headline, this piece by Jacob Sansbury describing how they are building Spawn is a fascinat…
腾讯混元发布 Hy-Nomas 开源交互式视频世界模型的技术报告（arXiv:2610.36729），并开源 Hy-Nomas-Bench 数据集用于可复现研究。官方还用 Hy-Nomas 重现 Genie 4 示例并放出对比视频，演示无需排队即可试用，地址为 https://hy-nomas.hy.tencent.com/。
vLLM 团队宣布对 Mistral 新旗舰模型 Mistral Large 4 提供 Day 0 支持，该模型为 1T 参数、每 token 激活 49B 的原生多模态 MoE 模型，采用 MLA 稀疏注意力加 DSA top-k 索引器、跨层 KV 共享、NoPE、SSMax 和 LeRoPE 等新架构，并内置 DSpark 推测解码草稿器与 Pi…
OpenRouter 发布教程，讲解如何把 PDF 以文件形式连同严格 JSON schema 发给能读文件的模型，让表格以带类型的行返回，括号亏损、千分位和脚注标记等清理都写进字段描述。
