Examine data sources, hidden limits and the role of human judgment and why it would be prudent for businesses to pair AI with human review to manage risks and boost credulity.
Why Education Benefits Should Begin with the Employer
Organizations want employees to prepare for future roles and understand which skills are already well represented as well as what skills or knowledge gaps are emerging. Learning then becomes a tool that supports workforce planning.
Further Observations on Human and AI Domain Expertise
Is AI actually expanding what is defined as expertise or is it merely accelerating existing assumptions at an industrial scale?
A Practical Recipe for Building AI Agents and Their Orchestration Layer
Over the last several weeks, we’ve discussed AI agents and the crucial inclusion of orchestration layers to improve their performance. This week, we cook up a recipe to build both.
How to Build an Agent Orchestration Layer for System Stability
Orchestration should manage routing, limits, shared state and validation while agents should focus on reasoning and action within those constraints.
How to Create a Trustworthy AI Agent
Every effective agent begins with a single, specifically defined job. That job should have a clear outcome that can be described in one sentence.