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Thoughts & Insights

All about digital marketing strategy, AI workflows, SEO, ecommerce, and what's actually working in the wild.

May 13, 2026·7 min

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.

AIMarket ResearchDigital Twins
May 13, 2026·4 min read

Google's Hidden Ad Consolidation Play

Dynamic Search Ads aren't getting phased out. They're being absorbed into Google's AI Max infrastructure, forcing advertisers to hand over campaign control.

Google AdsAI MarketingMartech
May 13, 2026·7 min read

Jagged AI Capabilities: The Invisible Failures

Your AI model works perfectly in one context and fails quietly in another. Here's how to spot invisible failures before they cost you.

AIML OpsStrategy
May 13, 2026·8

The Jagged AI Problem: Why Better Models Make Marketing Worse

Upgrading to better LLMs doesn't guarantee better marketing results. Here's why routing matters more than model choice.

AI StrategyLLM RoutingMarketing Technology
May 13, 2026·8 min read

Predictive Personalization Is Eating Reactive Marketing

Most brands wait for customers to signal intent. The winners predict it first. Here's the shift happening now in customer decisioning.

AIPersonalizationMarketing Automation
May 13, 2026·7 min read

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.

AIReasoningOpenAI
May 13, 2026·7 min read

The Adoption Gap: Why Companies Are Losing to AI They Already Own

Goldman Sachs reports AI saves workers an hour a day. Microsoft's new AI Diffusion Report shows global adoption is rising. Yet 80% of companies still aren't actually using the tools they have. Here's why the gap between capability and deployment is the real competitive crisis.

AI StrategyEnterpriseDigital Transformation
May 12, 2026·7 min read

Why Reasoning Models Break Safety

Advanced reasoning capabilities in AI are making safety guardrails easier to bypass. The safer the model wants to be, the better adversaries get at jailbreaking it.

AI SafetyLLMsJailbreaking
May 12, 2026·9 min read

Voice AI Adoption: Why Most Deployments Fail

Sub-100ms latency looks great on a spec sheet. In real deployments, most voice AI projects are silently failing because teams are solving the wrong problem.

AIVoice AIEnterprise AI

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