Attention is Not All We Need: The Case for Meaning By Design
The title of the original Transformer paper was elegant marketing. It was also philosophically careless. Attention is a mechanism, and mechanisms don't yield meaning. You can't get semantics from syntax alone, no matter how much compute you throw at the problem.
Generative AI and Information Governance: A Practitioner's Guide
The information governance landscape is undergoing its most significant transformation since the advent of cloud computing. Generative AI—the same technology powering tools like ChatGPT and Claude—is rapidly moving from novelty to necessity in how organizations manage, classify, and protect their data assets. For those of us who haveLatest Articles
Attention is Not All We Need: The Case for Meaning By Design
The title of the original Transformer paper was elegant marketing. It was also philosophically careless. Attention is a mechanism, and mechanisms don't yield meaning. You can't get semantics from syntax alone, no matter how much compute you throw at the problem.
Generative AI and Information Governance: A Practitioner's Guide
The information governance landscape is undergoing its most significant transformation since the advent of cloud computing. Generative AI—the same technology powering tools like ChatGPT and Claude—is rapidly moving from novelty to necessity in how organizations manage, classify, and protect their data assets. For those of us who have
Teaching AI Agents to Color Inside the Lines
The challenge isn't that AI is stupid—it's that AI is like an overconfident intern who read the handbook once. The solution? Give AI a menu of approved actions instead of hoping it figures out your business. Structured semantic AI agents deliver predictability, compliance, and trust at scale.
Phase Transitions in AI: Context Windows and the Emergence of Something Like Awareness
Context window capacity is the order parameter. Below a critical threshold, you get pattern completion. Above it, something else emerges: coherent reasoning, consistent perspective, the ability to reference and refine. Not consciousness. But not nothing either.
Building Semantic AI Agents with Custom DSLs
The Problem: Lost in Translation Every interaction with an AI agent involves translation—from human intent to machine action. Today, most AI systems attempt this translation in one giant leap, interpreting natural language directly into system operations. It's like playing telephone tag with your entire business logic. ConsiderInformation Governance
The framework of policies, processes, and standards ensuring proper management, security, compliance, and quality of organizational information throughout its lifecycle.
Generative AI and Information Governance: A Practitioner's Guide
The information governance landscape is undergoing its most significant transformation since the advent of cloud computing. Generative AI—the same technology powering tools like ChatGPT and Claude—is rapidly moving from novelty to necessity in how organizations manage, classify, and protect their data assets. For those of us who have
Why AI Prompts Are Not Official Records: A Formal Logic Analysis for Compliance Professionals
The explosive adoption of AI tools across enterprises has created an urgent compliance question that keeps information governance professionals awake at night: When employees interact with AI systems, do their prompts constitute official records?
Building Semantic AI Agents with Custom DSLs
The Problem: Lost in Translation Every interaction with an AI agent involves translation—from human intent to machine action. Today, most AI systems attempt this translation in one giant leap, interpreting natural language directly into system operations. It's like playing telephone tag with your entire business logic. ConsiderAgentic AI
AI systems that can operate autonomously, making independent decisions and taking proactive actions to achieve goals without constant human direction—acting as intelligent agents with planning, tool-use, and reasoning capabilities.
Teaching AI Agents to Color Inside the Lines
The challenge isn't that AI is stupid—it's that AI is like an overconfident intern who read the handbook once. The solution? Give AI a menu of approved actions instead of hoping it figures out your business. Structured semantic AI agents deliver predictability, compliance, and trust at scale.
Phase Transitions in AI: Context Windows and the Emergence of Something Like Awareness
Context window capacity is the order parameter. Below a critical threshold, you get pattern completion. Above it, something else emerges: coherent reasoning, consistent perspective, the ability to reference and refine. Not consciousness. But not nothing either.Latest Articles
Attention is Not All We Need: The Case for Meaning By Design
The title of the original Transformer paper was elegant marketing. It was also philosophically careless. Attention is a mechanism, and mechanisms don't yield meaning. You can't get semantics from syntax alone, no matter how much compute you throw at the problem.
Generative AI and Information Governance: A Practitioner's Guide
The information governance landscape is undergoing its most significant transformation since the advent of cloud computing. Generative AI—the same technology powering tools like ChatGPT and Claude—is rapidly moving from novelty to necessity in how organizations manage, classify, and protect their data assets. For those of us who have
Teaching AI Agents to Color Inside the Lines
The challenge isn't that AI is stupid—it's that AI is like an overconfident intern who read the handbook once. The solution? Give AI a menu of approved actions instead of hoping it figures out your business. Structured semantic AI agents deliver predictability, compliance, and trust at scale.
Phase Transitions in AI: Context Windows and the Emergence of Something Like Awareness
Context window capacity is the order parameter. Below a critical threshold, you get pattern completion. Above it, something else emerges: coherent reasoning, consistent perspective, the ability to reference and refine. Not consciousness. But not nothing either.