Sara Peoples
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Everyone’s worried AI is plotting to take over the internet on its own. I think that’s the wrong villain. The… Read more.
7–10 minutes -
The last post in the series: why we didn’t cover agents, what winning actually looks like, the Wild West problem… Read more.
6–9 minutes -
There’s no industry standard for how to measure AI ROI at work. Here’s the three-tier framework for proving your time… Read more.
11–16 minutes -
The honest answer on AI replacing jobs at work: some tasks really are going away, but the job and the… Read more.
8–12 minutes -
How to schedule AI workflows at work: what to automate, how notifications differ between Claude and Copilot, and why the… Read more.
8–11 minutes -
How to make AI remember you at work: three files, instructions, memory, and voice, so you stop re-explaining yourself every… Read more.
8–11 minutes -
Automating something is the easy part. Building it so it does not quietly drift is the part most people skip.… Read more.
8–12 minutes -
What to Automate With AI at Work Most teams are not understaffed. They are under-automated. There is a difference. ChurnZero… Read more.
13–20 minutes -
How to Get Started With AI at Work The setup is done. You have your instructions in. Memory is on.… Read more.
9–14 minutes -
I used an AI chatbot to brainstorm an idea once. No instructions. No memory. Every thought I had was brilliant.… Read more.
4–6 minutes
Methods
- Weekly field observations along fixed routes.
- Short interviews using a consistent guide.
- Sensor readings checked at the start of each session.
- Cleaning decisions documented as a changelog.
- Processing: normalized timestamps; flagged gaps; spot-checked outliers.
- Limits: some missing intervals during battery replacement.
Data & Ethics
Data
Upon request, sensitive locations have been removed from the public files. License: CC BY 4.0 for shared materials.
Ethics
Consent protocols used where applicable.
Contact
fieldnoteslab@ucc.ie