01
What business professionals can build with agentic AI
From a website to a dashboard to an interactive workshop: a show-and-tell with CSU colleagues.
Read the noteField notes / Short reads
What I’m learning, questioning, and trying.
Short reflections from Dr. Amber N. Yoo on research, teaching, tools, and what happens when AI meets real work.
02
Beyond Fear: What Meaningful AI Integration Requires
Reflections from the K-16 Regional AI Convening.
Read the note03
RoboHarm
Will the safety guardrails we've come to expect with chatbots carry over when they are given physical ability?
Read the note04
OpenAI says AI solved a famous math problem. Now mathematicians are fighting over how it happened.
A potential Navier–Stokes breakthrough has become a dispute over research credit, private data, and the power of large AI agent swarms.
Read the note05
A practical use for agentic AI: receipt processing
I used agentic AI to turn 22 scanned receipts into consistently named digital records.
Read the note06
The future of information sharing is personal
I gave an agent access to a dense conference agenda and directions about what mattered to me. What came back was not a summary. It was an interface built around my decisions.
Read the note07
The day agentic AI finally gave me hours back
I have always raised an eyebrow at the hype. Then, one very ordinary workday, I looked at the clock at 3:00 p.m. and realized I was done.
Read the note08
Why language models hallucinate
Hallucinations are partly a consequence of how language models learn—and partly a consequence of evaluation systems that reward them for guessing.
Read the note09
Support, not substitution
When my students developed their own rules for responsible AI use, their answers were more practical—and more demanding—than a simple ban or permission slip.
Read the noteEditorial premise