Show HN: Meru OS – 首个主权 AI 栈（<2MB，原生 CPU）
1 分•作者: akulasairohit•21 天前
Hi HN，大家好，我花了过去几周的时间构建了一个实验性的 AI 操作系统，名为 Meru OS，其理念是智能应该可验证，而不是概率性的。
大多数 LLM 都是“黑盒”。我想构建一个“玻璃盒”，其中每个输出都能追溯到一个经过认证的来源。
架构：
内核：状态用整数表示，而不是向量。我们使用算术基本定理（唯一素数分解）来编码概念。
例如：如果时间 = 3，空间 = 5，那么时空 = 15。这允许通过简单地除以整数来实现可逆的“时间旅行调试”。
管理程序 (Bija)：它不仅仅运行周期，它运行“频率调制”。
内核本身用特定的素数频率 (Hz) 编码。
执行实际上是指令和数据之间的“共振”状态，而不是一个取指-解码-执行的流水线。
数据（< 2MB）：我们使用基于自定义模式的压缩（Pingala）将整个印度宪法、印度刑法典和印欧语源词典压缩成一个 <2MB 的包。
为什么？
主权：逻辑和数据归本地所有。没有 API 调用。
绿色 AI：它在我的 MacBook 的 CPU 上运行，发热量/功耗可以忽略不计。
吠陀逻辑：它将帕尼尼的语法规则（Ashtadhyayi）实现为图遍历算法，而不仅仅是统计注意力。
这绝对是实验性的，但它质疑“规模就是一切”的教条。很希望收到关于可逆素数状态机逻辑的反馈。
链接：
代码：[https://github.com/akulasairohit/meru-os](https://github.com/akulasairohit/meru-os)
实时演示：[https://huggingface.co/spaces/akulasairohit/panini-demo](https://huggingface.co/spaces/akulasairohit/panini-demo)
宣言：[https://www.linkedin.com/pulse/introducing-meru-os-worlds-first-sovereign-ai-stack-akula-pf68e](https://www.linkedin.com/pulse/introducing-meru-os-worlds-first-sovereign-ai-stack-akula-pf68e)
谢谢，Rohit
查看原文
Hi HN, I've spent the last few weeks building an experimental AI Operating System called Meru OS, based on the idea that intelligence should be verifiable, not probabilistic.<p>Most LLMs are "Black Boxes". I wanted to build a "Glass Box" where every output traces back to a certified source.<p>The Architecture:<p>The Kernel: Instead of vectors, state is represented as Integers. We use the Fundamental Theorem of Arithmetic (Unique Prime Factorization) to encode concepts.
Example: If Time = 3 and Space = 5, then Spacetime = 15. This allows for reversible "time-travel debugging" by just dividing integers.
The Hypervisor (Bija): It doesn't just run cycles; it runs "Frequency Modulations".
The kernel itself is coded in specific Prime Frequencies (Hz).
Execution is effectively a "Resonance" state between the Instruction and the Data, rather than a fetch-decode-execute pipeline.
The Data (< 2MB): We compressed the entire Constitution of India, the IPC, and an Indo-European Etymology Dictionary into a <2MB bundle using a custom schema-based compression (Pingala).
Why?<p>Sovereignty: The logic and data are locally owned. No API calls.
Green AI: It runs on my MacBook's CPU with negligible heat/power.
Vedic Logic: It implements Panini's Grammar rules (Ashtadhyayi) as a graph traversal algorithm rather than just statistical attention.
It's definitely experimental, but it questions the "Scale is All You Need" dogma. Would love feedback on the reversible prime state machine logic.<p>Links:<p>Code: <a href="https://github.com/akulasairohit/meru-os" rel="nofollow">https://github.com/akulasairohit/meru-os</a>
Live Demo: <a href="https://huggingface.co/spaces/akulasairohit/panini-demo" rel="nofollow">https://huggingface.co/spaces/akulasairohit/panini-demo</a>
The Manifesto: <a href="https://www.linkedin.com/pulse/introducing-meru-os-worlds-first-sovereign-ai-stack-akula-pf68e" rel="nofollow">https://www.linkedin.com/pulse/introducing-meru-os-worlds-fi...</a><p>Thanks, Rohit