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Marketing Al in 2026 took a left turn.
Everyone and their dog is shipping "Al agents." Half of them are held together with API calls and hopium.
But underneath, something actually interesting is happening. Hermes builds memory across every task. The ICP gets sharper every month because it remembers what closed. Competitor surveillance runs on a schedule and nobody has to check manually.
The teams building this now won't just be faster. They'll have institutional knowledge their competitors can't replicate.
We mapped the full stack on the research page.
circlstdio.io/blog/ai-market…
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