
AI literacy·9 分鐘閱讀
The AWARE Framework
Safeguarding human agency in LLM interactions
A user-side framework for noticing — and resisting — the conversational feedback loops that quietly shape how we think with language models.
閱讀文章
March 12, 2025
文章
長文形式的文章,記錄我持續觀察到的模式——我們如何與語言模型對話、當我們把思考交給它們時失去了什麼,以及在工作中什麼仍然屬於人。

Safeguarding human agency in LLM interactions
A user-side framework for noticing — and resisting — the conversational feedback loops that quietly shape how we think with language models.
March 12, 2025

Humanity's last moat in the age of AI
We are racing to build superintelligence without consensus on what we're aligning it toward. A case for preserving human meaning-making as foundational infrastructure.
February 4, 2025

A note on identity drift in agentic AI
Over long interactions, an LLM may drift into a self-consistent character assembled from its own outputs. A safety-relevant pattern worth naming.
January 21, 2025