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AI Where the Drag Is Obvious by Scott Sumner on Sumner.ai

AI Where the Drag Is Obvious

by Scott Sumner | Jul 1, 2026 | AI at Work

AI works best for small businesses when it removes obvious workflow drag: missed follow-ups, reports, onboarding, inboxes, proposals, and meeting recaps.

Sumner.ai graphic titled AI jargon, the 10 terms business owners should actually understand.

10 AI Terms Business Owners Need to Know

by Scott Sumner | Jun 29, 2026 | AI at Work

AI has its own insider language now. Here are 10 AI terms business owners should understand before buying AI tools, automation, or strategy.

AI Is Not the Internet Again by Scott Sumner on Sumner.ai

AI Is Not the Internet Again

by Scott Sumner | Jun 26, 2026 | AI at Work

AI is not just another internet moment. The adoption curve is faster, the workflow impact is quieter, and the business advantage comes from removing friction every week.

Sumner.ai blog hero showing loop engineering: Goal, Work, Check, Improve, Repeat.

Stop Prompting AI Like a Search Box. Start Building Loops.

by Scott Sumner | Jun 24, 2026 | AI at Work

Loop engineering is the shift from one-off prompting to goal-driven AI workflows with context, verification, and iteration.

Sumner.ai blog hero explaining the doorman fallacy: AI can open the door, but human judgment watches the lobby.

AI Can Open the Door. But Who Watches the Lobby?

by Scott Sumner | Jun 22, 2026 | AI at Work

AI can automate visible tasks, but businesses risk losing judgment, trust, and context when they replace people without understanding the hidden value inside a role.

Sumner.ai blog hero with the headline ChatGPT ads are coming. Trust still decides, showing a ChatGPT-style answer interface with a sponsored placement and trust signals.

ChatGPT Ads Are Coming. Trust Still Matters.

by Scott Sumner | Jun 19, 2026 | AI Search

OpenAI has opened a ChatGPT Ads Manager beta in the UK. The bigger issue is trust: paid visibility may enter AI answers, but businesses still have to earn credibility.

Sumner.ai blog hero with the headline The AI talent war is really about leverage, showing an AI lab connected to model talent, policy power, access control, and capital markets.

The AI Talent War Is Really About Leverage

by Scott Sumner | Jun 18, 2026 | AI at Work

OpenAI hiring Noam Shazeer and Dean Ball shows that the AI talent war is about model talent, policy power, access, and operational leverage.

Sumner.ai blog hero with the headline When ads look organic, trust gets blurry, showing sponsored results mixed into a Google Image Search-style visual grid.

When Ads Look Organic, Trust Gets Blurry

by Scott Sumner | Jun 18, 2026 | AI Search

Google Image Search has been spotted mixing sponsored ads into organic image results. The real issue is trust: paid and organic visibility are getting harder for normal users to separate.

The AI Skill Gap Is a Context Gap by Scott Sumner on Sumner.ai

The AI Skill Gap Is a Context Gap

by Scott Sumner | Jun 15, 2026 | AI at Work

The AI skill gap is often a context gap. Better results come from giving AI the business background, constraints, examples, and definition of done.

AI at Work Is Becoming a Values Problem by Scott Sumner on Sumner.ai

AI at Work Is Becoming a Values Problem

by Scott Sumner | Jun 12, 2026 | AI at Work

AI adoption at work is no longer just a tooling issue. It is becoming a values, policy, governance, and trust issue for employees and business owners.

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