How ChatGPT helped draft our first acclimatisation lab setup

Written by Alec Fearon on 24 June 2025 in Anapoly Diary
Transparency label: AI-heavy
<--- No substitute for reading the paper
---> Use cases for NotebookLM

Our latest Lab Note records a quick experiment where I asked two ChatGPT models to draft the outline for an “acclimatisation” session – the starter lab we plan to run with newcomers to AI.

Highlights:

Model face‑off: I ran the same prompt in parallel on model o3 and model 4o. The reasoning‑focused o3 delivered a tight nine‑part outline. 4o wandered off‑piste.
Time cost: The branch test took three minutes and gave us a clear winner.
Transparency: The Lab Note carries an AI‑heavy label because most of the prose came straight from o3. I trimmed, corrected one hallucination, and signed off.

If you are curious about our process or want to see how structured prompting keeps the bot on track, read the full note here: First Acclimatisation Session Lab Note →