as someone who works on making LLMs run faster and cheaper every day, i can confidently say the question of whether theyre conscious has exactly zero impact on whether theyre useful. we dont need our inference stack to be conscious, we need it to be correct, fast, and affordable. the consciousness debate is fascinating philosophy but its a distraction from the actual engineering problems that determine whether AI creates value. the gravity formula doesnt need to exert weight to help you build a bridge @Hesamation

NVIDIA's Nemotron 3 Super can be found here: https://t.co/VXMrQHxXLS Fully open AI btw

Hermes 一丢 Agent，全网又卷出 5 个新进化体！ Nous Research 的 hermes-agent（96k+ stars）底层太能打了：持久记忆 + 自动提炼技能 + 跨会话成长，社区直接当 DNA 疯狂 remix。 Atlas 上已经 90+ 项目，这次我挑了5 个最新最炸的进化体（全避开老面孔），AI 玩家看了会沉默，Agent 爱好者看了会原地 fork： 1️⃣ hermes-webui（https://t.co/EYpeGa1g4w） 浏览器/Web + 手机端 UI，把 Hermes 进化成“随时随地指挥”的 Web 版。暗黑风响应式，X 上直呼“手机党终于翻身了！” 2️⃣ hermes-dashboard（https://t.co/Y3insgftNF） 实时 Web 监控台 + 自动 Wiki：多 Agent 并行、工具调用、灵魂状态一屏看尽，还把 memory 自动转知识库。生产环境标配，Atlas 安全审查通过！ 3️⃣ hermesclaw（https://t.co/WJzA56oSjv） 官方主 repo 重点推的 WeChat 桥接器，让 Hermes 和 OpenClaw 共用一个微信号，双向无缝。中文玩家狂喜：“微信生态直接被 Hermes 入侵！” 4️⃣ hermes-hudui（https://t.co/V3AZcUQCVK） 原 TUI HUD 的 Web 进化版，浏览器里实时看 Agent “在想啥”、持久记忆流动。灵魂监控 2.0，推特名场面：“终于看到 Agent 的内心戏了”。 5️⃣ awesome-hermes-agent（https://t.co/2QVFSb4Dlb） 社区维护的“进化树索引”：技能、插件、集成、教程全收录（已近 900 stars）。Atlas 列为 Guides 头牌，想 fork 就从这里抄作业。 🟢 为什么这些新项目这么爆？ Hermes 从不给你黑箱，它给的是可 hack、可扩展、可自我改进的底层循环。你 fork 它，不是在用工具，而是在和 Agent 一起递归长大。 2026 年开源 Agent 的正确姿势，就是把 Hermes 当骨架，自己长肉！

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在 Ollama 运行 hermes https://t.co/yU4ywysy5Z

Look ma new Codex Updates! 0.119.0 and 0.120.0 are here. And with it, a HUGE number of quality of life updates and bug fixes! > Hooks now render in a dedicated live area above the composer. They only persist when they have output, so your terminal stays clean. If you're running PreToolUse or PostToolUse hooks, this is a huge readability win. > Hooks are now available again on Windows > CTRL+O copies the last agent output. Small but clutch when you're pulling a code block into another file or chat. > New statusline option: context usage as a graphical bar instead of a percentage. Easier to glance at mid-session when you're trying to gauge how much runway you have left. > Zellij support is here with no scrollback bugs. If you've been stuck on tmux just because Codex was broken in Zellij, you're free now (shout out @fcoury) > Memory extensions just landed. The consolidation agent can now discover plugin folders under memories_extensions/ and read their instructions.md to learn how to interpret new memory sources. Drop a folder in, give it guidance, and the agent picks it up automatically during summarization. No core code changes needed. This is the first real extension point for Codex's memory system, and it opens the door for third-party memory plugins. > Did you know, you can /rename a thread? But what's really cool about that is, after you rename it, you can resume it with the same name, no more UUIDs. codex resume mynewapp or directly from the TUI: /resume mynewapp > Multi agents v2 got an update to tool descriptions More reliable multi agent environments and inter agent communication > You can now enable TUI notifications whether Codex is in focus or not. Modify this in your config: [tui] notification_condition = "always" > MAJOR overhaul to Codex MCP functionality: 1. Codex Tool Search now works with custom MCP servers, so tools can be searched and deferred instead of all being exposed up front. 2. Custom MCP servers can now trigger elicitations, meaning they can stop and ask for user approval or input mid-flow. 3. MCP tool results now preserve richer metadata, which improves app/UI handoff behavior. 4. Codex can now read MCP resources directly, letting apps return resource URIs that the client can actually open. 5. File params for Codex Apps are smoother: local file paths can be uploaded and remapped automatically. 6. Plugin cache refresh and fallback sync behavior are more reliable, especially for custom and curated plugins. > Composer and chat behavior smoother overall, resize bugs remain though. > Realtime v2 got several significant improvements as well. > You're still reading? What a legend. 🫶 npm i -g @openai/codex to update

Building an iPhone app directly in Codex desktop with iOS simulator https://t.co/jZSOouHDur

Meta is putting its superintelligence push to the test. Its new model Muse Spark shows competitive performance in language against OpenAI, Google and Anthropic, but still trails in coding. It highlights the reality of the race. Progress is visible, but leadership is uneven across capabilities. https://t.co/7DVVnha7Gg

Alibaba is betting on what comes after LLMs. With a major investment into new models focused on simulation and video generation, the goal is to move beyond text and toward real-world applications like robotics. It signals a shift. The next phase of AI may be less about language and more about understanding and interacting with reality. https://t.co/Zp6DUg2fur @cnbc @chengevelyn

I’ve been using the free trial of Xiaomi MiMo-V2-Pro in my Hermes agent for the last week. I’m honestly kind of speechless. Insanely good model, and honestly a pleasure to communicate with. Once I got my Hermes agent fully setup, got the soul.md dialed in Hermes is an absolute joy to interact with and use. Insanely smart and intuitive. Huge thanks to @NousResearch and @Teknium for all their work!

Introducing Latent Briefing, a way for agents to quickly share their relevant memory directly. Result: 31% fewer tokens used, same accuracy. Multi-agent systems are powerful, but can be wildly inefficient. They pass context as tokens, so costs explode and signal gets lost. We built an algorithm that allows agents to communicate KV cache to KV cache.