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Ideas for sharper marketing systems.

Read third i articles on AI marketing operations, creative analysis, reporting, growth systems, and performance workflows.

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agentsMay 19, 2026

Winning With AI Agents Has Very Little To Do With The Model You Pick

If you run performance marketing today, you hear the same question every time AI agents come up: “So, which model are you using?” For real-world results, that is the least useful place to focus. The teams that are quietly getting better ROAS, lower waste, and fewer surprises from AI agents are not…

Abhinav Krishna

Abhinav Krishna

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agentsMay 8, 2026

AI Agents Under The Hood: How They Really Work

This post explains that AI agents are not magic robots, but tools built on one simple trick: predicting the next word very well, then wrapping that prediction engine with rules, tools, and memory so it can actually do jobs for you. It shows how this setup lets you talk to software in plain language…

Aravindhan

Aravindhan

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