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Orthrus-Qwen3 hits 7.8x tokens-per-forward on Qwen3-8B with identical output distribution
Orthrus is a dual-architecture framework that wraps a frozen Qwen3-8B base model with a lightweight trainable diffusion module. It delivers up to 7.8x more tokens per forward pass while producing the exact zero-shot accuracy of the base model — no sampling drift, no quality regression. ## How it works Most speculative decoding methods (EAGLE-3, DFlash)… Continue reading
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K-Dense ships 135 scientific agent skills for Claude Code, Cursor, and Codex
scientific-agent-skills hit GitHub trending at #3 today with 670+ stars in a single day. K-Dense AI bundles 135 ready-to-use Agent Skills covering scientific research workflows — and they plug directly into Claude Code, Cursor, Codex, and any agentic coding tool that reads `SKILL.md` files. ## What’s inside The repo covers cancer genomics, drug-target binding prediction,… Continue reading
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NVIDIA SANA-WM: 2.6B-parameter open-source world model generates one-minute 720p video on a single GPU
NVIDIA Labs has released SANA-WM, a 2.6B-parameter controllable world model that generates 720p, one-minute videos with 6-DoF camera control. The model is open source with weights on GitHub at NVlabs/Sana. ## The efficiency story SANA-WM trained on roughly 213K public video clips with metric-scale pose supervision. Total training run: 15 days on 64 H100 GPUs.… Continue reading
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Agentmemory：给 Claude Code 装持久记忆，token 用量砍 92%
Agentmemory 是个 MCP 服务器，给 Claude Code、Codex CLI、Cursor、Gemini CLI、Hermes 这些编码 agent 装上跨 session 的持久记忆。它在后台安静跑，自动捕获 agent 做过的事，用 AI 压缩，下次 session 启动时把相关上下文注入回去。不需要手动 save，不用折腾 CLAUDE.md。 ## 数据 GitHub 几天内涨到 5,800+ stars，5 月 13 日冲到日 trending 第 2。Apache 2.0 开源，0.9.9 版本 5 月 11 日发布，npx 一行命令装好。所有数据留在你本地机器上。 ## 内部结构 51 个 MCP tool、6 个生命周期 hook（SessionStart、UserPromptSubmit、PreToolUse、PostToolUse、PreCompact、Stop）、4 个 slash 命令（/recall、/remember、/session-history、/forget）。240 个 observation 的基准测试里，agentmemory… Continue reading
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Agentmemory hits #2 on GitHub trending: 92% token reduction for Claude Code
Agentmemory is an MCP server that gives Claude Code, Codex CLI, Cursor, Gemini CLI, and Hermes persistent memory across sessions. It runs silently in the background, captures what your agent does, compresses it with AI, and injects the relevant context when the next session starts. No manual save, no fiddling with CLAUDE.md. ## The numbers… Continue reading
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Picsart MCP puts 140+ image and video models behind one endpoint
Picsart shipped an MCP server and GenAI CLI on April 28, 2026. Plug it into Claude Code, Cursor, Codex, or Windsurf and one connection gives an agent access to 140+ models — Nano Banana, Flux, Sora, Kling, Veo, Runway, Recraft, ElevenLabs, GPT Image — across image, video, and audio. What you actually call It’s an… Continue reading
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Microsoft Word Legal Agent ships at $30/seat — Harvey charges $1,200
Microsoft shipped Legal Agent inside Word on April 30. Lawyers don’t need a new tab, new login, or new vendor contract. The agent reads the full contract, flags risky clauses, compares them to the firm’s playbook, and writes redlines as native Word tracked changes — same as a partner marking it up by hand. Every… Continue reading
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Claude for Microsoft 365 (GA + Outlook Beta): Anthropic puts one agent inside Word, Excel, PowerPoint, and Outlook
Anthropic made it official on May 7. The Excel, Word, and PowerPoint add-ins went GA, and Outlook entered public beta — all on existing paid Claude plans, no extra per-seat license like Copilot needs. What it actually is It’s an agent, not a chatbot widget. Claude runs as a sidebar across four Office apps with… Continue reading
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Richard Socher’s Recursive Superintelligence exits stealth with $650M from Nvidia, GV
Recursive Superintelligence came out of stealth on May 13 with $650M raised at a $4.65B valuation. Under 30 employees. Nvidia, AMD Ventures, GV, and Greycroft all wrote checks. That’s roughly $22M per head before they’ve shipped a thing. What they’re actually building Not a product yet — a San Francisco research lab with a thesis.… Continue reading
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Kimi WebBridge plugs Claude Code, Cursor, and Codex into your browser — no cloud relay
Moonshot AI shipped Kimi WebBridge on May 14. A Chrome and Edge extension plus a local service lets any AI agent click, scroll, type, and screenshot pages — but your cookies and logged-in sessions never leave your laptop. How the local pipe works The extension talks to a daemon on your machine over Chrome DevTools… Continue reading
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