Subscribe • Previous Issues Why Your AI Agents Fail in Production (And How to Actually Test Them) In a previous post, I argued that deploying autonomous AI agents reliably is not primarily a model problem. It is an environment problem. The gap between a capable foundation model and a production-ready system is bridged by harness engineering: theContinue reading “Your AI agent looks capable. But can it actually finish the job?”
Category Archives: Uncategorized
Quantum’s Weak Link: Why Supply Chains Will Determine Who Wins
Quantum technologies are entering an industrialization phase. A recent CNAS report argues that over the next three to five years, quantum sensors and computers will begin moving from laboratories into deployable systems with real economic and national-security value. But the United States’ ability to benefit will depend less on science alone and more on whetherContinue reading “Quantum’s Weak Link: Why Supply Chains Will Determine Who Wins”
What mathematicians figured out about AI that most enterprises haven’t
Recent results suggest that research mathematics is no longer a purely speculative test case for AI. A growing set of examples shows AI contributing not just to short contest puzzles, but to open-ended mathematical work that requires literature search, cross-domain connection-making, revision, and verification. The important lesson for enterprise AI teams is not that AIContinue reading “What mathematicians figured out about AI that most enterprises haven’t”
Generation is cheap. Evaluation is everything.
Subscribe • Previous Issues What mathematicians figured out about AI that most enterprises haven’t Recent results suggest that research mathematics is no longer a purely speculative test case for AI. A growing set of examples shows AI contributing not just to short contest puzzles, but to open-ended mathematical work that requires literature search, cross-domain connection-making, revision, andContinue reading “Generation is cheap. Evaluation is everything.”
China’s AI Strengths Are Real. So Are the Structural Drags Behind Them.
China is not out of the frontier AI race. Its open-weight models (models whose parameters are publicly released, allowing anyone to run or adapt them) remain genuinely competitive, and the overall capability lead has changed hands more than once since early 2025. But the more consequential story for anyone building on top of these modelsContinue reading “China’s AI Strengths Are Real. So Are the Structural Drags Behind Them.”
The Missing Layer: Why Your AI Agent Fails — and What Actually Fixes It
As organizations move autonomous AI agents from experimental sandboxes into live production, a critical bottleneck has emerged. Foundation models are remarkably capable but structurally unsuited to complex, multi-step work on their own. They have no persistent memory, no built-in sense of what is allowed, and no reliable way to stay on track across a longContinue reading “The Missing Layer: Why Your AI Agent Fails — and What Actually Fixes It”
Stop tweaking your AI models. Do this instead.
Subscribe • Previous Issues The Missing Layer: Why Your AI Agent Fails — and What Actually Fixes It As organizations move autonomous AI agents from experimental sandboxes into live production, a critical bottleneck has emerged. Foundation models are remarkably capable but structurally unsuited to complex, multi-step work on their own. They have no persistent memory, no built-inContinue reading “Stop tweaking your AI models. Do this instead.”
What Is An AI Delegate?
OpenClaw arrived with little fanfare and quickly became the fastest growing open source AI project on record. At its core, OpenClaw is a personal autonomous agent framework. It is software that connects a large language model to your email, calendar, file system, messaging apps, and external APIs, then acts on your behalf across all ofContinue reading “What Is An AI Delegate?”
Shadow IT is back, and this time it has admin access
Subscribe • Previous Issues What Is An AI Delegate? OpenClaw arrived with little fanfare and quickly became the fastest growing open source AI project on record. At its core, OpenClaw is a personal autonomous agent framework. It is software that connects a large language model to your email, calendar, file system, messaging apps, and external APIs, thenContinue reading “Shadow IT is back, and this time it has admin access”
The AI Visibility Playbook: Surviving the Shift from Search to Synthesis
More people are turning to AI chatbots instead of traditional search engines to find information online. Even Google now displays an AI Overview at the top of many search results to summarize answers directly. When search engines ruled the internet, search engine optimization (SEO) served as the primary tool for companies to manage their brandContinue reading “The AI Visibility Playbook: Surviving the Shift from Search to Synthesis”