What I mean by AI topics (sample)
AI topics vs AI tools: process, ethics, and how marketing work is changing. Sample — no model worship, no fake productivity stats.
This is a sample post under AI Topics: the broader AI topics for marketers, not a tool roundup. Tool trials live in AI Tools.
Two shelves on purpose
AI Tools is “should I keep this login?” AI Topics is “what is happening to the work?” Mixing them makes every post a launch recap. I would rather keep the messy questions here: process, ethics, and what still needs a human.
What belongs on this shelf
- How a team should brief a model without dumping other people’s data into it.
- What “good enough” output means when the reader is a customer, not a demo.
- Where SEO and affiliate pages still need original observation, even if an outline came from a tool.
None of that needs a fake “10x” chart. When this sample is replaced, I will argue a specific claim and show the tradeoff.
What I will not do here
I will not treat a model as a coworker with a personality. I will not paste secrets. I will not pretend a generated first draft is a published page.
If you want the calmer trial method, start with the AI tool trial sample.
FAQ
- Is this the same as AI Tools?
- No. AI Tools is what to try in a workflow. AI Topics is the broader conversation: process, ethics, and how the job is changing.
- Will you argue that AI replaces marketers?
- No. The useful question is which steps get cheaper, which still need a person, and what you should not paste into a model.
If this was useful, get the next one
Confirm once. I send occasional notes on SEO, affiliate marketing, and AI tools — not a daily drip.