Vanity Metrics
Our AI system handled 10,000 tasks last month!" Sounds impressive. But how many of those tasks would've required a human? What's your cost per task now versus before AI? Avoid getting lost in numbers that don't matter.
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INSIGHTS
Practical perspectives on emerging technology.
No hype. No jargon. Just honest analysis from 20+ years of deploying technology inside Fortune 500 and high-growth organizations. Curated and commented on for executives who want signal, not noise.
The Collaboration Bottleneck
“Interaction Models: A Scalable Approach to Human-AI Collaboration” reframes AI from tool to teammate. The future isn’t just smarter models, but better interaction patterns that scale trust, context, and decision-making between humans and AI.
AI Is Not Creative
A fascinating question: can AI be truly creative without some form of feeling or subjective experience? The future debate around AI may become as philosophical and ethical as it is technical.
In-House AI Teams
Should we build an internal AI team or work with vendors?" This is one of the most common questions I get from CEOs and CFOs evaluating AI investments. The answer isn't always "build" or "buy"—it depends on where AI fits in your competitive advantage.
Frontier AI For Cyber Defenders
OpenAI Daybreak feels like a glimpse into how AI can become more proactive, contextual, and deeply integrated into everyday work. The shift is no longer just smarter models—it’s AI evolving into a true operating layer for productivity.
Hackers Used AI
Google’s report that hackers used AI to uncover a major software flaw is a wake-up call. AI is accelerating both defense and offense, forcing cybersecurity into a new era where speed, automation, and adaptability matter more than ever.
Change Management
Your AI system works perfectly. Nobody's using it. This is the most common failure mode I see in enterprise AI implementations—and it's never a technology problem. Change management is 70%. What actually works to drive adoption.
AI Governance
White House discussions around vetting AI models before release highlight how quickly AI is moving into regulated territory. My Harvard Business School class on model governance foresaw this shift from optional best practice to potential pre-deployment requirement.
Moving Past The Chatbot
Image AI models are now outperforming chatbot upgrades in driving app growth. Visual generation is becoming the real engagement engine—more intuitive, more viral, more sticky than text-only AI. We’re shifting from talking to creating.
Offshore Data Centers
Data centers moving offshore with Panthalassa’s $140M raise signals a fascinating shift—AI infrastructure powered by ocean waves and rethinking energy constraints. The next compute frontier may be as much about location as silicon.
Biology AI Context
A sharp and insightful read on why biological systems don’t map cleanly to clean software interfaces. My takeaway? The real challenge isn’t model power, it’s ambiguity, context, and messy data boundaries.
Pilot Programs
Not all AI pilots are created equal. Some test real assumptions and save companies millions. Others are just expensive justifications for decisions already made. In this video, I break down the difference between real pilot programs and "theater pilots".
Machines + Marketers
“When machines make marketers more human” is a refreshing take on AI’s role in marketing. Instead of replacing creativity, it amplifies empathy, personalization, and connection. A smart reminder that tech can elevate the human side of storytelling.
Knowledge Agents
Scroll is building B2C Knowledge Agents that turn scattered user data into usable insight. Instead of digging through tools, the AI works across sources to deliver answers that actually matter.
Autonomous Decision-making
Andon Labs just gave an AI a 3-year retail lease in San Francisco and told it to turn a profit. A bold real-world test of autonomous decision-making, pricing, and operations. Fun to see AI moving from theory to business reality.
When AI Pays
Not every operation is a good fit for AI. I've worked with national companies where predictive ML delivered 40%+ ROI in year one. And I've walked away from deals where the math didn't work. Here's how to know the difference.
Last-mile Delivery
Alphabet’s Wing is expanding drone delivery to the Bay Area, powered by AI for routing, navigation, and real-time logistics. Smarter systems, faster drops, and fewer road miles. A clear look at how AI is reshaping last-mile delivery.
AI Note Taking
Granola’s AI note taking app feels like a smarter way to capture meetings without the noise. It organizes thoughts, surfaces key points, and keeps everything actionable. A clean, focused approach to AI productivity.
What We Do
"What does a Fractional Chief AI Officer actually do?" I get this question constantly from CFOs and boards. Here's what the first 30 days look like. If you're evaluating fractional executive support vs. full-time hire for AI strategy, let's talk.
ChatGPT Library
OpenAI is rolling out the ChatGPT Library, making it easier to store and manage your personal files right inside ChatGPT. A big step toward more personalized, context-aware AI workflows. Excited to see how this evolves.
Leading with Purpose
The Harvard Business Review’s video with Walmart CEO Doug McMillon—packed with insight on AI, leadership, and purpose. His take on integrating tech while staying human-centered is spot on.
MCP Guide
Descope’s guide on the Modern Context Profile (MCP)—super educational. It breaks down identity, security, and UX in a way that’s clear and actionable. A must-read if you’re building user-first digital experiences. It goes beyond surface-level theory, showing how context-aware authentication can transform onboarding, reduce friction, and strengthen trust.
Hugging Face
Yes late to the game, but just started diving into Hugging Face and it’s more than awesome. From models to datasets, everything is open and easy to use. It’s not just a platform—it’s a community pushing AI forward together. If you’re building with AI, you need to be there.
Read Vendor Proposals
You're a CEO. You don't have an ML background. Your team just handed you a $750K AI vendor proposal. Here's how to evaluate it without getting sold. CEOs and COOs: What's your process for evaluating enterprise AI investments?
WebGPU
WebGPU is now supported in all major browsers—a huge leap for web compute. This unlocks next-level performance for AI, Machine Learning, games, and more right in the browser. Big win for developers and users alike.
NotebookLM App
NotebookLM is now on mobile, finally bringing AI-powered research on-the-go. Pretty awesome to pull from docs, ask questions, and get citations instantly. It’s like having a research assistant in your pocket—summarizing complex topics, connecting ideas across sources, and saving hours of manual work.
Firebase Studio
Firebase Studio’s integration with Firebase services and the AI assistance from Gemini make development smoother. However, it’s still in preview, so there is expected hiccups. For some projects, it’s a game-changer; for complex ones, might need to get the hands a bit more dirty.
Implementation ROI
I've watched three Fortune 500 companies spend $500K+ on AI implementations that delivered zero ROI. The problem wasn't the technology. It was the buying process. Here's the conversation I now have with every CEO before we start: What's your experience been with enterprise AI investments?
Dive Deep Into AI & ML
Apple’s latest Hello Developer is out, and the session on “Dive deep into Apple Intelligence and Machine Learning” looks like a must-watch. Working with Siri, App Intents, or just curious about AI in Apple’s ecosystem? This is one to check out.
Humane AI Pin
HP acquiring Humane is probably a smart move. With AI becoming more integrated into devices, this could mean big improvements for HP’s products. Bringing in Humane’s team to their new AI lab shows they might be serious about innovation. Excited to see where this goes.