Signal
Notes from the edge of AI & marketing.
20 articles
Your Website Is Your Ad Feed
On Oct 12 Google Ads starts pulling promotions from your website into your ads, opted in by default. The ad account is no longer where your ad gets written.
October 7, 2026
Meta's Superintelligence Playbook: Glasses, Muse, Memory
Meta's AI glasses ladder runs $249 to $799 with Muse on every rung. I read the strategy, then lay out 16 useful, out-of-the-box ways to put it to work.
September 29, 2026
When AI Recommendations Carry Ads
AI shopping ads put sponsored products beside advice. Learn how product fit, disclosure, feed accuracy, and sales measurement change the retail media brief.
August 5, 2026
Retail AI Shopping Ads Reshape Product Consideration
AI shopping ads are moving into retailer assistants, changing product discovery, paid search measurement, and what brands must optimize before the click.
August 4, 2026
Google Is Taking Local Lead Gen Away From Marketers
Google's Local Services Ads migration changes budgets, bidding, reporting, and control. Here's what local marketers should save and rethink before the move.
August 1, 2026
The Ad Revenue Fantasy Killing OpenAI's Credibility
OpenAI projects $100 billion in ChatGPT ads by 2030. The market ceiling is $5.4 billion. What happens when a trillion-dollar company's math doesn't add up?
July 22, 2026
The Prompt Injection Crisis Marketing Teams Aren't Ready For
Adversarial prompts are poisoning marketing automation data pipelines. Your CDP, attribution model, and ad scoring system are vulnerable to injection attacks right now.
July 22, 2026
OpenAI's Ad Revenue Story Hits Reality
OpenAI projects $2.5B in ad revenue by 2026 while burning $14B annually. The gap reveals the fundamental problem with ad-based AI monetization.
July 21, 2026
Building America's Interactive Fireworks Map From Scratch
The full build story behind a 121-show interactive fireworks map. Data collection, real venue photos, mobile UX, and what AI actually got right.
July 4, 2026
28,000 Jobs Gone Every Month
Tech and finance sectors are losing nearly 28,000 jobs monthly to AI adoption in 2026. This is not speculation, it's happening now.
July 1, 2026
Why Your AI Model Is Quietly Failing Mid-Campaign
A 2022 study found 91% of ML models degrade in production. Marketing rarely monitors for it. Here is why, and what to actually do about it.
June 20, 2026
AI Recommendation Poisoning: The Silent Data Killer
Anthropic showed 250 malicious documents can backdoor models in its setup. Here is how poisoning reaches marketing recommendation systems and how to defend the model diet.
June 11, 2026
AI Hallucinations Are Sabotaging Your Marketing Data
Marketers are making million-dollar budget decisions based on AI-generated analytics that don't exist. Here's what's really happening.
May 27, 2026
AI Digital Twins Are Cannibalizing Market Research
Traditional focus groups are being replaced by 60,000+ AI personas. The problem? Validation, bias, and the fact that most brands have no idea how to trust synthetic consumer feedback.
May 13, 2026
Reasoning Models Are Becoming the Real Competitive Edge in AI
OpenAI's o1, Claude's thinking mode, and the broader shift from prediction to reasoning is reshaping which AI companies actually win. It's not about speed anymore, it's about depth.
May 13, 2026
Zero-Party Data Is the New Moat
Third-party cookies are gone. iOS privacy walls are real. But the brands winning in 2026 are not scrambling for replacements. They are asking customers directly what they want.
May 8, 2026
Google Is Automating Away Search Advertisers
Dynamic Search Ads are gone. AI Max is here. Google is not just upgrading a feature. It is taking advertiser control and shifting it to agents that work for Google's revenue, not yours.
May 6, 2026
The AI Scaling Trap: Why Bigger Isn't Better Anymore
A neuro-symbolic AI breakthrough just cut energy use by 100x while improving accuracy. Pure scaling has hit a wall. Hybrid reasoning is taking over.
April 11, 2026
Claude AI is Revolutionizing Your Career Hunt
The modern job market is evolving into an AI arms race. Here's how Claude AI gives job seekers a serious edge and what to watch out for.
October 15, 2025
The Efficiency Paradox
More efficient AI hardware can lead to bigger models and greater energy demand. The efficiency paradox behind the race to scale artificial intelligence.