Episode 13Matt Blumberg

Matt Blumberg

Content Is the Next Code: Inside the Rise of AI Guardian Agents.

Episode 13
About the Guest

Matt Blumberg.

CEO of Markup AI, building AI agents that keep enterprise content accurate and on-brand. A serial entrepreneur, he previously founded and led Return Path and co-founded Bolster, and is the author of Startup CEO.

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Key moments

5:01 Content is the next codeMatt argues enterprises are now turning to AI for content the way they did for coding, but the guardrails are still missing. 8:24 LLMs turned writers into editorsA client fired all writers, then found her remaining team spends 80% of time fixing LLM-generated content instead of writing. 14:05 Scanning 5 million pages after an acquisitionMarkup AI can scan millions of pages to flag or auto-fix brand inconsistencies after a company acquisition. 20:33 Bring healthy skepticism to all contentMatt says AI makes it more critical than ever to teach people—especially kids—to spot credibility signals, since teens can spot fakes better than adults.

Clips

Your company's style guide is hundreds of pages long, and nobody is checking content against it. Matt Blumberg of Markup AI breaks down how every content pass comes back scored: errors caught, errors fixed, and anything uncertain flagged for a human to review.TikTok

Your company's style guide is hundreds of pages long, and nobody is checking content against it. Matt Blumberg of Markup AI breaks down how every content pass comes back scored: errors caught, errors fixed, and anything uncertain flagged for a human to review.

466 views
Who checks the AI that's checking your content? Matt Blumberg of Markup AI says every agent scores its findings into low, medium, and high risk. High risk goes to a human, the rest gets fixed automatically, and they run agents that check their own agents.TikTok

Who checks the AI that's checking your content? Matt Blumberg of Markup AI says every agent scores its findings into low, medium, and high risk. High risk goes to a human, the rest gets fixed automatically, and they run agents that check their own agents.

192 views
One of Matt Blumberg's clients fired her entire writing team and went all in on AI. Now her remaining team spends 80% of its time fixing what the AI writes. Markup AI's CEO breaks down what that shift actually looks like.TikTok

One of Matt Blumberg's clients fired her entire writing team and went all in on AI. Now her remaining team spends 80% of its time fixing what the AI writes. Markup AI's CEO breaks down what that shift actually looks like.

640 views
Matt Blumberg, CEO of Markup AI, on the one thing he refuses to watch. Golf with his kids, hiking with his wife, and zero historical movies, because he doesn't want to be lied to. Full conversation on Pale Blue Nexus.TikTok

Matt Blumberg, CEO of Markup AI, on the one thing he refuses to watch. Golf with his kids, hiking with his wife, and zero historical movies, because he doesn't want to be lied to. Full conversation on Pale Blue Nexus.

668 views