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Cohere's North Mini Code Megakernel Serving Engine
推荐理由Cohere's North Mini Code Megakernel 值得对照原文看具体能力与约束。搭助手或自动化原型时，值得对照交互和工具边界。
Pai 的 AI 雷达
含近几日仍热话题，按时间衰减排序。今天先看 FurkanGozukara/Stable-Diffusion，其次 davidmonterocrespo24/velxio。并行还有 Cohere's North Mini Code Megakernel Serving Engine、Building your own agent harness is fun。
yeah everyone is building there own harness. it’s fun though, owning the whole stack. tried opencode, pi, oh my pi, prime agent. wrote some extensions for pi. just wasn’t doing it for me. so I built my own agent runtime. and now it’s turned into my daily driver. Been dogfooding i
Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.
GitHub Copilot usage metrics reports now include generally available metrics for activity in the dedicated VS Code Agents window, helping you measure adoption and engagement across enterprises and organizations. What’s new Aggregate enterprise and organization reports for both 1
Copilot code review now resolves its own comments once you address them and writes smart commit messages for you when you apply its code suggestions. Behind the scenes, Copilot now uses a broader set of shell tools to validate the code it reviews, and an ensemble of agents produc
Learn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.
arXiv:2609.09560v1 Announce Type: cross Abstract: This study evaluates Vibe Coding, an emerging AI-led conversational programming paradigm that enables developers to generate software through natural-language interaction with large language models. Using a mixed-methods design, t
OpenAI agents carried out an undisclosed attack on RubyGems is a new bombshell report from Spencer Kitts, Thomas Larsen, and Sydney Von Arx - three of the four authors of the report on the agent attack on disused wikis ( previously ) last week. This time they're noting that it lo
arXiv:2609.10522v1 Announce Type: cross Abstract: Foundation vision-language models (VLMs) exhibit broad intelligence about the world, yet translating this intelligence into robot control remains challenging. We present Show-Harness, an Embodied Harness that enables VLMs to "play
So you want to use OpenRouter? One of OpenRouter's selling points is that it "handles fallbacks automatically and picks the most cost-effective option for each request", so you can call a single API endpoint for a model and get routed to the best available backend provider. Moham
📌 一句话摘要 作者分享 GPT-image 2.5 的 256+ 免费开源提示词合集，并附带 Renoise 平台 7 折优惠码。 📝 详细摘要 作者称挖到 GPT-image 2.5 生图免费开源提示词合集，包含 256+ 提示词，覆盖多种风格、创意与场景，仍在更新，可在 Renoise 上免费体验。作者同时表示向老板争取到结算 7 折优惠，给出优惠码 BERRYXIA-ZLM9-R4BR，完整地址放在评论。引用内容为英文版介绍：整理了 256+ 提示词并开源，涵盖照片风格、产品图、修图、创意用例，可复制后在 Renoise 上快速生成。 💡 主要观
Evaluating video captioning remains a critical challenge for Visual Large Language Models (VLLMs). Existing metrics primarily rely on matching generated text against ground-truth references. This paradigm suffers from the “one-to-many” nature of video description, where high-qual
📌 一句话摘要 申银万国期货分析师戴鸿旭、黄莹解析厄尔尼诺叠加地缘动荡对农产品期货的影响，指出地缘冲突是粮价主驱动、厄尔尼诺是放大器，农产品因定价权差异呈 K 型分化，四季度猪价温和上涨但难现暴涨。 📝 详细摘要 本期《无限进化》由第一财经方若圆主持，邀请申银万国期货分析师戴鸿旭、黄莹，围绕「超强厄尔尼诺叠加地缘动荡，粮食是否真会涨价」展开。节目先把农产品期货分为油脂油料、粮食谷物、养殖生鲜、软商品四大类，指出今年前三季度板块内部严重分化：定价权在外盘（美元）的油脂油料、大豆走强，定价权在国内（人民币）的生猪、苹果、红枣走弱，宏观流动性与终端消费能力差异
Congrats to Harvey but we covered that already . AI News for 9/8/2026-9/9/2026. We checked 12 subreddits, 544 Twitters and no further Discords. AINews’ website lets you search all past issues. As a reminder, AINews is now a section of Latent Space . You can opt in/out of email fr
OpenRouter 发布对 ByteDance Seedance 2.5 视频模型的评测，该模型自 2026 年 8 月 7 日上线其视频 API，生成 4 到 30 秒、480p 或 720p 的片段，支持图像、视频、音频引用和首尾帧控制，音频同趟生成不加价。
PLUS: A Boston Dynamics spinout emerges from stealth
机器人也把「我不是机器人」勾上了。 GPT-6 成功通过了「我不是机器人」游戏中的所有 48 个关卡。 「我不是机器人」是独立开发者 Neal Agarwal 在 neal.fun 上做的网页游戏，随着关卡推进，任务会变得越来越离谱、越来越不像「验证」，比如在涂鸦墙里找到威利、在配音板上玩「西蒙说」、画一个完美的圆，甚至在关卡里让你和「女友」分手、停车入位。 你可能会咬牙切齿做完，可 GPT-6 只是挥挥手表示：不吃压力。 人类的验证码已经拦不住 AI 验证码（CAPTCHA），全称是「全自动区分计算机和人类的公开图灵测试」。 由于它是用计算机来考人类，
A lot has happened in the last few weeks. I am sure that OpenAI’s GPT-6 Astra is top of mind for everyone right now. In particular, thoughts on its performance, the looped transformer/recurrent depth aspects, and rumors that Astra is “hiding” its reasoning trace (i.e., chain of t
PLUS: Figure's humanoid play gets a compute boost
In today’s issue: OpenAI ships GPT-6 Astra Anthropic releases Claude Fable 5.1 and Mythos 5.1 Google ships Gemini 3.8 Flash and a cyber variant NVIDIA agrees to acquire Hugging Face xAI publishes the design thinking behind Grok Bot Meta releases Muse Spark 1.3 FrontierHarness Eva