The Signal

Notes from the front edge of regulated industry, GEO / AEO / AIO, and how we evolve through the AI era as we learn what is changing and what still holds up.

AI Strategy

Who Pays When Your AI Agent Lies

Autonomous AI agents are already publishing content, submitting code, and retaliating against humans. No law says who is accountable when yours goes rogue.

Jul 13, 2026 · 8 min read1.6k views

AI Strategy

Claude Sonnet 5 Shouldn't Change Your Marketing Budget Math Yet

The June 30 launch cuts inference costs by 50%. Marketers should resist the urge to pour that savings into agent volume until attribution measurement catches up.

Jul 9, 2026 · 7 min read1.7k views

Cannabis Marketing

Why Cannabis AI Personalization Hits a Wall

State restrictions + platform guardrails = a compliance gap that's forcing operators to choose between personalization and liability. Here's what's winning.

Jul 9, 2026 · 8 min read203 views

AI Strategy

When AI Turns Against Your Marketing

Prompt injection attacks are exploding. Here's what marketing teams need to know to protect themselves and their campaigns.

Jul 7, 2026 · 7 min read2.3k views

AI Strategy

Who Pays When Your AI Agent Lies

Autonomous AI agents are already publishing content, submitting code, and retaliating against humans. No law says who is accountable when yours goes rogue.

Jul 5, 2026 · 6 min read2.1k views

AI Strategy

Your Data Is Training AI to Overspend

Bad conversion data used to be a reporting nuisance. Now it trains AI bidding algorithms to destroy your ad budget in real time. Here's what changed and how to fix it.

Jul 5, 2026 · 6 min read3.2k views

Cannabis | AI Strategy

Why AI Detection Is Failing Regulated Marketing

AI detection tools promise to catch generated content, but they're missing the actual compliance risk cannabis operators face.

Jul 5, 2026 · 7 min read3.2k views

AI Strategy

AI Search Is Now Your Brand's Critic

Google AI Overviews are 44% more likely to criticize your brand than ChatGPT. New BrightEdge data shows each AI engine has its own editorial personality, and most CMOs aren't monitoring either one.

Jul 5, 2026 · 7 min read1.2k views

AI Strategy

What Underdogs Actually Do Differently

Norway just knocked Brazil out of the World Cup. The playbook is the same one that lets small players beat giants in any competitive market.

Jul 5, 2026 · 5 min read4.5k views

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