导读｜RSI（递归自我改进）不应只发生在模型参数层：类比人类大脑的不是 LLM，而是整个 Agent。EverMind 开源的 Raven V0.2.0 为此提供了两个核心设计：为 RSI 而设计的 Harness 框架，以及统一编排专业 Agent ...
2026年春天，机器人界突然‘抖’了一下——不是因为某家科技巨头又砸了百亿美金，而是一支来自香港大学MMLAB实验室的团队，用一套名字拗口、逻辑却极简的系统PhysicalRSI1.0，在全球最硬核的具身智能竞技场RoboDojo上，直接把‘精密操作’这个老大难问题，从4%的成功率，一把拉到了32.50%！更魔幻的是：它干这事，只花了GPT-6Astra一次全量测试成本的1%——也就是不到2000 ...
从硅谷一路烧到国内，「让模型参与训练下一版自己」几乎一夜之间成了AI圈最热的叙事。 不过热闹归热闹，目前真正拿模型交卷的还屈指可数。 而就在这一当口，「港股AGI第一股」云知声正式发布U2-Flash，率先交出一份国产RSI早期答卷。 从生成训练数据、分析执行轨迹，到巡检和修复训练系统。 然后，反常识的部分来了。 按行业惯例，Flash一般默认是「旗舰平替」，通常更快、更便宜，但能力相对打折。 结 ...
AI makes itself better.When I see the term "recursive self-improvement," I imagine a future where AI gets smarter and smarter ...
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Stop using grep, these 5 modern replacements do everything better
See how modern search utilities add fuzzy matching, context highlights, and configurable result pipelines for speed.
AI Agents learn from failure and avoid the same mistakes in the next session. This is attractive, but in commercial ...
Middleware as an architecture pattern: the same idea in Express, FastAPI and Redux, how it relates to Chain of Responsibility ...
Researchers have introduced four OLAP-inspired operations, drill-down, roll-up, unfold and fold, that let analysts ...
Empowering individuals with hands-on model training skills delivers far greater long-term value than merely offering ...
MIT’s Alex Zhang reveals why OpenAI and Anthropic coding agents are basically the same, sparking debate in AI development ...
The all-in-one AI agent living in your terminal. Build landing, mobile apps, backends, manages files, deep research, schedule tasks and events. Self-improving, self-healing, fully autonomous. TUI, CLI ...
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