# Keta’s Field Notes

> Bilingual posts on making, attention, technology, and quiet systems by keta.

## Posts

- [Jev: A System One Decision Model, Researched and Tested with a Live Call](https://keta1930.github.io/blog/posts/jev-system-one-decision-model): Inside the TypeSafe System One decision model Jev: how it is trained, the Noul / Choice / Score primitives, and the full response from a real API call. ([Markdown](https://keta1930.github.io/blog/llms.mdx/posts/en/jev-system-one-decision-model/content.md))
- [ICML Paper Search MCP](https://keta1930.github.io/blog/posts/icml-paper-search-mcp): An open-source MCP service that lets AI agents search 6,341 ICML 2026 papers. ([Markdown](https://keta1930.github.io/blog/llms.mdx/posts/en/icml-paper-search-mcp/content.md))
- [Autonomous Learning: Helping AI Understand You Better Over Time](https://keta1930.github.io/blog/posts/autonomous-learning-understanding-you): An exploration of autonomous learning through the lens of continuously improving individual experiences, memory compression, user manuals, layered memory, and the distinct paths for B2B and consumer AI. ([Markdown](https://keta1930.github.io/blog/llms.mdx/posts/en/autonomous-learning-understanding-you/content.md))

## 中文文章

- [Jev：System One 决策模型调研与真实调用实测](https://keta1930.github.io/blog/zh/posts/jev-system-one-decision-model): TypeSafe 的 System One 决策模型 Jev：训练方式、Noul / Choice / Score 三种原语解析，以及一次真实 API 调用的完整响应。 ([Markdown](https://keta1930.github.io/blog/llms.mdx/posts/zh/jev-system-one-decision-model/content.md))
- [ICML Paper Search MCP](https://keta1930.github.io/blog/zh/posts/icml-paper-search-mcp): 一个开源 MCP 服务，让 AI Agent 可以检索 6,341 篇 ICML 2026 论文。 ([Markdown](https://keta1930.github.io/blog/llms.mdx/posts/zh/icml-paper-search-mcp/content.md))
- [自主学习：让 AI 越来越懂「你」](https://keta1930.github.io/blog/zh/posts/autonomous-learning-understanding-you): 从个体体验持续改善的角度，讨论自主学习、记忆压缩、用户说明书、分层记忆，以及 ToB 与 ToC 的不同路径。 ([Markdown](https://keta1930.github.io/blog/llms.mdx/posts/zh/autonomous-learning-understanding-you/content.md))