From Models to Systems: The Next Evolution of AI Lies in Vertical Agentic Pipelines
9 min read
AI’s future lies in vertical agentic systems, multimodel pipelines that blend context, automation, and human expertise to amplify real business impact.
AI
Insights on AI from two decades of experience in tech, AI, and scalable systems
Signals: The Invisible Language of Search, Life, and Intelligence
6 min read
The AI we should develop is not just a mythical oracle but a choreography of signals: models that interpret data, systems that remember and share information, that inspire action.
The Hard Truth About AI and Production Code
3 min read
AI coding tools can generate functions in seconds, but production software needs consistency, maintainability, and human judgment that LLMs can’t provide.
The Evolution and History of AI Agents
9 min read
Uncover how AI agents work. This deep dive covers their shift from rule-based systems to reinforcement learning and the future of multi-agent collaboration.
Why Generative AI is Not the Silver Bullet for Tabular Data
7 min read
Generative AI and LLMs struggle with tabular data. Discover why traditional models excel and learn the best solutions for finance, healthcare, and forecasting.
Riding the AI Rollercoaster: Learning from AI's Seasons of Hype and Hibernation
6 min read
AI's journey is full of booms and busts. Learn from past winters, assess today’s breakthroughs, and build a future-ready mindset for responsible AI use.
A Business Leader's Guide to Strategic AI Evaluation
10 min read
Don't just chase AI trends. Learn to strategically evaluate AI's true potential for your business, identify real pain points & decide if it’s the optimal path.