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AI that acts, read against the sources.
Short notes on what analysts, investors and platforms are publishing about AI that does the work, and what it means for a small brand’s social content. Every claim names its source. Our own reading is labelled as ours.
Not just execution: the next step is learning that compounds
Gartner, Sequoia and OpenAI describe a shift from AI that assists to AI that executes. What makes execution improve is the part that is left open.
Analyst report
Gartner: the AI that gets paid will be the one you can audit
Gartner expects more than half of enterprises to stop paying for assistive AI by 2028. What it says, and why auditability is the part that matters.
Investor essay
Sequoia says sell the work. For social content, the owner keeps the judgement
Sequoia partner Julien Bek says the next trillion-dollar company will sell finished work. Where that holds for social content, and where the owner stays in charge.
Industry data
Adobe: the visitors arrive through AI, and the content is written by agents
Adobe reports AI-referred retail traffic up 693% in the 2025 US holiday season, and calls itself an agentic layer. What each claim is, and what it means.
Cerevia is not affiliated with, or endorsed by, Gartner, Sequoia Capital, Adobe or OpenAI. Names and logos belong to their owners and appear only to identify each source. Figures are the source’s own.
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