We just hit 1,000 GitHub stars🌟，2 weeks!
Let's go, RSI-Anything!
Gen-Verse/RSI-Anything t.co
10 likes · 3 reposts · 383 views
别再让你的 Agent 在真实环境里“裸奔”试错了，这套世界模型驱动的自进化源码值得立刻拉下来研究：
GitHub 仓库: Gen-Verse/RSI-Anything
论文详情: arxiv.org
你目前在跑的 Agent 工作流里，最让你头疼的是“推理步数太多太慢”，还是“多次重试依然在同一个地方翻车”？评论区聊聊 👇
1 like · 234 views
"RSI-Anything is a domain-general framework that turns world-model predictions and interaction feedback into recursive self-improvement. Built on JEPA-Anything, it connects candidate generation, prediction-guided selection, external evaluation and learning in a shared process." ➡️ any interest?
Gen-Verse/RSI-Anything
Community Overview: lifehubber.com
Resources are shared for discovery and are not independently vetted—please do your own due diligence.
New resources are added regularly — feel free to join the sub for updates.
Full searchable archive of all resources posted so far on our community site, LifeHubber: lifehubber.com 300+ open-ish AI models, agents, tools, datasets, and related resources, with filtering and sorting.
7 points
"RSI-Anything is a domain-general framework that turns world-model predictions and interaction feedback into recursive self-improvement. Built on JEPA-Anything, it connects candidate generation, prediction-guided selection, external evaluation and learning in a shared process." ➡️ any interest?
Gen-Verse/RSI-Anything
Community Overview: lifehubber.com
Resources are shared for discovery and are not independently vetted—please do your own due diligence.
New resources are added regularly — feel free to join the sub for updates.
Full searchable archive of all resources posted so far on our community site, LifeHubber: lifehubber.com 300+ open-ish AI models, agents, tools, datasets, and related resources, with filtering and sorting.
16 points
The AI Agent that trains itself on code and GUIs 🤖
⭐ GitHub Repository: Gen-Verse/RSI-Anything
In this video, we explore RSI-Anything, an open-source project that rSI-Anything is a domain-general framework that leverages world-model predictions and interaction feedback to drive recursive self-improvement across code repair, GUI agents, and scientific planning..
#github #coding #opensource #programming #developer
2 likes · 2 comments · 155 views
Show HN: RSI-Anything – JEPA world models for self-improving agents
Discussion
Show HN: RSI-Anything – JEPA world models for self-improving agents
8 points
RSI-Anything!
One RSI model that works across coding, GUI, planning, or even Science tasks.
📄 Paper: arxiv.org
💻 Code: Gen-Verse/RSI-Anything
18 likes
📄Full Paper: arxiv.org
💻Full Code: Gen-Verse/RSI-Anything
#RSI #AI4S #AI #JEPA t.co
80 likes · 16 reposts · 11,616 views
RSI-Anything一个新的RSI项目刚刚开源
RSI-Anything是基于基于 JEPA-Anything 构建的，来完成RSI过程，从State-> Action -> Prediction（基于JEPA-Anything） -> Feedback -> Improvement 的自我改进循环。
项目论文和github：
Gen-Verse/RSI-Anything
arxiv.org
这里简单解释下JEPA-Anything，是9月中下旬才出来的一个项目，当时正好研究过，大概思路是这样的。JEPA-Anything（一个基于JEPA的世界预测模型），他的核心看图可以理解思路，传统的JEPA预测器是单一的，这里存在一个问题是可能存在这些预测的因子模式有差异，导致部分因子学习不充分或冲突，梯度互相打架等问题。而JEPA-Anything则像一个多分类器一样，把一类模式放到一起做单独预测期，然后最后在汇总处理。
具体看：
arxiv.org
Gen-Verse/JEPA-Anything
16 likes · 1,181 views
Mentions
We just hit 1,000 GitHub stars🌟，2 weeks! Let's go, RSI-Anything! Gen-Verse/RSI-Anything t.co
别再让你的 Agent 在真实环境里“裸奔”试错了，这套世界模型驱动的自进化源码值得立刻拉下来研究： GitHub 仓库: Gen-Verse/RSI-Anything 论文详情: arxiv.org 你目前在跑的 Agent 工作流里，最让你头疼的是“推理步数太多太慢”，还是“多次重试依然在同一个地方翻车”？评论区聊聊 👇
"RSI-Anything is a domain-general framework that turns world-model predictions and interaction feedback into recursive self-improvement. Built on JEPA-Anything, it connects candidate generation, prediction-guided selection, external evaluation and learning in a shared process." ➡️ any interest? Gen-Verse/RSI-Anything Community Overview: lifehubber.com Resources are shared for discovery and are not independently vetted—please do your own due diligence. New resources are added regularly — feel free to join the sub for updates. Full searchable archive of all resources posted so far on our community site, LifeHubber: lifehubber.com 300+ open-ish AI models, agents, tools, datasets, and related resources, with filtering and sorting.
"RSI-Anything is a domain-general framework that turns world-model predictions and interaction feedback into recursive self-improvement. Built on JEPA-Anything, it connects candidate generation, prediction-guided selection, external evaluation and learning in a shared process." ➡️ any interest? Gen-Verse/RSI-Anything Community Overview: lifehubber.com Resources are shared for discovery and are not independently vetted—please do your own due diligence. New resources are added regularly — feel free to join the sub for updates. Full searchable archive of all resources posted so far on our community site, LifeHubber: lifehubber.com 300+ open-ish AI models, agents, tools, datasets, and related resources, with filtering and sorting.
The AI Agent that trains itself on code and GUIs 🤖 ⭐ GitHub Repository: Gen-Verse/RSI-Anything In this video, we explore RSI-Anything, an open-source project that rSI-Anything is a domain-general framework that leverages world-model predictions and interaction feedback to drive recursive self-improvement across code repair, GUI agents, and scientific planning.. #github #coding #opensource #programming #developer
Show HN: RSI-Anything – JEPA world models for self-improving agents Discussion
Show HN: RSI-Anything – JEPA world models for self-improving agents
RSI-Anything! One RSI model that works across coding, GUI, planning, or even Science tasks. 📄 Paper: arxiv.org 💻 Code: Gen-Verse/RSI-Anything
📄Full Paper: arxiv.org 💻Full Code: Gen-Verse/RSI-Anything #RSI #AI4S #AI #JEPA t.co
RSI-Anything一个新的RSI项目刚刚开源 RSI-Anything是基于基于 JEPA-Anything 构建的，来完成RSI过程，从State-> Action -> Prediction（基于JEPA-Anything） -> Feedback -> Improvement 的自我改进循环。 项目论文和github： Gen-Verse/RSI-Anything arxiv.org 这里简单解释下JEPA-Anything，是9月中下旬才出来的一个项目，当时正好研究过，大概思路是这样的。JEPA-Anything（一个基于JEPA的世界预测模型），他的核心看图可以理解思路，传统的JEPA预测器是单一的，这里存在一个问题是可能存在这些预测的因子模式有差异，导致部分因子学习不充分或冲突，梯度互相打架等问题。而JEPA-Anything则像一个多分类器一样，把一类模式放到一起做单独预测期，然后最后在汇总处理。 具体看： arxiv.org Gen-Verse/JEPA-Anything