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Minimum Viable Autonomy: A Framework for Building Agents that Do Their Jobs
When you're building an agent, your first hurdle isn't market fit – it's proving that your AI thinks and acts autonomously.

David Golub
Feb 25, 20256 min read


Complex Adaptation Meets AI: Six Lessons for Navigating the Agentic Revolution
Complexity theory provides a cogent framework for understanding how agentic AI can drive corporate reinvention.

Nancy Wang
Feb 20, 20255 min read


The Catalog Learns the Customer: How Agentic AI is Reinventing Online Shopping
Agentic ecommerce moves beyond recommendation algorithms to focus on what the buyer is actually looking for.

David Golub & Francois Silvain
Feb 13, 20255 min read


How AI Makes Sense of Human Language: A Deep Dive into Tokens and Embeddings
When people interact with AI models it often feels like magic. The reality, if mundane, is deeply fascinating.

Julien Coche
Feb 12, 20255 min read


Dynamic Capabilities as Agentic KPIs: Is Your Organization Ready?
Organizations adopting agentic tools need to reinvent themselves according to the KPIs of tomorrow.

David Golub
Feb 3, 20255 min read


The Speed Advantage: How AI Agents Are Transforming Decision-Making
Remember when strategic decisions followed a neat quarterly cycle? That traditional model has become an existential liability.

Nancy Wang
Jan 31, 20255 min read


When Computers Learn their Users: Preparing for the Rise of Agentic Interface Design
As AI agents become mainstream, leaders need to prepare for a profound shift in human-machine collaboration.

David Golub
Jan 27, 20254 min read


Learning from Mistakes: A New Training Approach for Agentic AI
Realizing the full potential of AI agents presents a curious challenge: learning from mistakes.

Julien Coche
Jan 16, 20254 min read


Beyond ROAI Guesswork: The Case for Stochastic Business Modeling
Stochastic modeling is the secret weapon of AI success, showing leaders where AI can deliver on its promise.

Nancy Wang
Jan 13, 20255 min read


Future-Proof, 2025: Start Creating an AI-Enhanced Organization
The AI revolution demands a fundamental reimagining of organizational structure and operation, argues Nancy Wang.

Nancy Wang
Jan 8, 20254 min read


The Agentic Revolution Will Not Be Linear: Predicting the Rise of Hybrid Value Delivery
In this season of tech predictions, Human+Machine has proven prescient about the nonlinear roots of AI superpowers, writes David Golub.

David Golub
Jan 6, 20258 min read


The Critical Role of Preprocessing in RAGs: Start With a Curated Knowledge Base
AI hallucination is frustrating, but the problem often stems from how the underlying information was processed and stored.

Julien Coche
Jan 3, 20255 min read


Prompt as Prototype: Envisioning Agentic Products Through Conversational Design
Agentic AI is transforming product development, and it starts by using familiar tools like ChatGPT and Claude to create testable prototypes.

David Golub
Dec 17, 20244 min read


The New Market Sensing: How AI Agents Are Redefining Business Intelligence
Does the morning briefing at your company probably look a lot like it did five years ago? Teams gather (virtually or physically), discuss market trends, share insights and make decisions. But here's the uncomfortable truth: if you're not already using AI agents to make your company smarter, you're falling behind the market. Goodbye, Human-Only Market Intel The shift to AI-powered market sensing isn't just another technological trend – it's a fundamental reimagining of how or

Nancy Wang
Dec 16, 20243 min read


Rethinking AI Progress: Dario Amodei's Useful Theory of Marginal Returns
Anthropic CEO Dario Amodei’s thought-provoking essay Machines of Loving Grace offers a nuanced vision of techno-utopian progress.

David Golub
Dec 3, 20245 min read


Human-in-the-Loop Design: The Real Promise of the AI Revolution
The AI revolution isn't about machines replacing humans — it's about forging partnerships that amplify human capabilities.

David Golub
Nov 25, 20244 min read


What No One Tells You About AI Readiness: A Field Guide to the Five Critical Pillars
In the spring of 2023, I found myself sitting across from "Kathy" (not her real first name), a brilliant technologist who had just witnessed her AI project implode at a Fortune 500 company. "The funny thing is," she said, stirring her coffee thoughtfully, "we thought we were ready. We had ticked all the obvious boxes. But when we dug deeper, we discovered gaps in places we never thought to look." That conversation sparked a realization that would reshape my understanding of
Jeff Mignon
Nov 25, 20244 min read


The Evolution of RAG: Introducing Our Technical Deep Dive Ongoing Series
RAG represents a significant architectural advancement in LLM deployment.

Julien Coche
Nov 25, 20245 min read


AI Agents Get 3X Faster with DroidSpeak: A Breakthrough for Enterprise Apps
Exciting research is transforming how AI agents communicate, bringing dramatic speed mprovements to enterprise AI solutions.
Jeff Mignon
Nov 25, 20242 min read


The New Corporate Nervous System: How AI is Rewiring Business Intelligence
Welcome to the future of enterprise, where artificial intelligence isn't just a tool – it's becoming the organization's sixth sense.

Nancy Wang
Nov 24, 20243 min read
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