Pai 的 AI 雷达
今天：[AINews] Kimi 3.1，AI Is Getting。并行还有 Build Your Own、少有的同时做过 Agent、多模态和具身的人 |、Kling 4.0 在。
2 months ago we covered Z.ai CEO Prof Jie Tang’s prediction that we’d get a Fable-class open weights model by year end . 2 weeks ago Meta achieved a Fable-class model in closed source , but, with 2.5 months left to go, we finally got it - a 2.8T open weights model beating Fable 5
In May, an internal model at OpenAI found a counterexample to Erdős's unit distance conjecture . Open since 1946. Many experts had tried to prove it. OpenAI found a counterexample instead. A month later, OpenAI published a proof of the Cycle Double Cover (CDC) problem , then solu
I have written a lot about reasoning models here over the last two years on Ahead of AI, including a recent article on mechanisms to control reasoning effort levels in contemporary LLMs . Reasoning models are still as relevant as ever. In fact, almost all current-generation LLMs
📌 一句话摘要 从 Agent 到多模态 RL Infra 再到具身，王淏楠给出三条技术主线的从业者判断：Agent 智力已够、缺场景与易用性，视频生成仍在半山腰，Astra 让具身第一次看到落地可能。 📝 详细摘要 42 章经曲凯对谈王淏楠——他先后在 MiroMind 做 Agent、在腾讯混元负责多模态 RL Infra 并主导开源框架 UniRL，现于一家具身智能公司负责基模预训练。节目沿他的三次转向展开：先谈 Agent 与多模态的取舍，认为 Agent 已是交互主线，智力足够，短板在场景覆盖与易用性，个人 AI 是长期终点；国内 RL 与海外
fal 宣布 Kling 4.0 正式向公众开放，所有客户均可通过 API 访问。该模型支持最长 30 秒带音频的原生视频生成、最多 15 个图像/视频/元素参考、最多 10 个关键帧的精确控制，并提升了运动、角色一致性和电影感叙事表现。 🔗 阅读原文 via AIHOT · https://aihot.news/items/dy6rkvc23lfrolo4y5hjg7evh
MiniMax 在 MiniMax Code 桌面应用（macOS / Windows）本地会话中推出 Mini App，一种带前端和后端的长运行应用，以插件形式安装并与 Agent 双向调用，让 Agent 的工作停留在常驻页面而非散落各对话中。
MiniMax 宣布 M3.1 Flash 权重公开，总参数 428B、每 token 激活 23B，提供 Hugging Face 和 ModelScope 下载。 🔗 阅读原文 via AIHOT · https://aihot.news/items/h0u2sgf6ve6eeu0hmswp2a314
Warm welcome to Basil Chatha , our newest cohost from the Forward Deployed side of the AI Engineering world! We’ll be ramping up a new show with him and couldn’t pass up an interview with Modal’s CEO Eric on the occasion of their monster Series D! Two years ago, we spoke with Eri
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OpenArt 宣布 Kling 4.0 上线，可用首、中、尾帧引导视频，最多使用 10 张参考图，并支持文本或帧生成与视频编辑，All-in-One Reference 用一个模型完成生成和编辑。11 月 20 日前 Pro 和 Wonder 套餐享 50% 折扣。 🔗 阅读原文 via AIHOT · https://aihot.news/items/uc21c65s4trz2ums8g8fgtb0v
可灵（Kling）宣布 Kling 4.0 已在 OnSolo 上线。该模型支持单次生成 30 秒原生视频，快速动作和大运镜下保持稳定，立体声配更准的口型同步，并提供 21:9 宽屏，单个任务可叠加最多 15 个参考图和 10 个关键帧以保持角色、镜头与剧情一致。 🔗 阅读原文 via AIHOT · https://aihot.news/items/rin0ab4vdu46hjoiyjcj5vih5
Almost 2 months ago, OpenAI introduced Daybreak for Frontline Defenders , a $1B subsidy for access to Daybreak cyber models and products. That funding came into use almost immediately, as major vulnerabilities in PHP were independently discovered by two parties: Ryan Austin, a re
Tickets and applications now live for AIE CODE - the last flagship AIE of the year. When Anekha Sokhal traded energy derivatives, staying on top of the market meant tracking more information than any person could read. Now, as CEO of Moshi, she is building the tool she wished she
Last year , Alex Lieberman and his cofounder joined us to explain Tenex’s unusual bet: pay AI engineers for the work they deliver, rather than the hours they spend at a keyboard. If AI makes an engineer faster, an hourly rate can make the engineer less money for the same job. Ten
My second book on AI, Co-Existence, is out today (and you can get it here ), 30 months after the release of Co-Intelligence in early 2024. Looking back across the gap between these books is a good way to get a sense of AI progress. And, thanks to AI, I can describe this progress
The full NotebookLM Video Overview creation skill, with a brief introduction to its context gathering, review cards, and video generation workflow.