Signal: AI Literacy Is Knowing What You Are Allowed To Do At Work

AI Literacy Is Knowing What You Are Allowed To Do At Work: A course can explain AI. Work still needs rules people can actually use on Tuesday.

Guide: Role-Based AI Literacy Evidence Log

Role-Based AI Literacy Evidence Log: A light evidence log for showing that people understand the AI rules for the work they actually do, not just the training slide they once saw.

Chaos: The Blue Blob and the Three AI Help Desks

The Blue blob sees worker trying to decide between multiple AI help desks. The help desks are willing to respond to any question.

Guide: AI Tool Duplication Check

AI Tool Duplication Check: A simple check for spotting when your AI toolkit is helping the work, and when the same question is just touring the building.

Signal: The Toggle Tax Is Real

The Toggle Tax Is Real: When people ask the same question in three AI tools, the work has not disappeared. It has started travelling.

Chaos: The Blue Blob and the Agent Traffic Jam

The Blue Blob found an agent traffic jam with lots of robots moving around. They appear to be very busy with various tasks.

Guide: Agent-to-Agent Interaction Checklist

Agent-to-Agent Interaction Checklist - Before agents talk to each other: List every agent; Define actions; Map conversations; Set stop points; Check loops; Name human owner

Signal: Agent Traffic Is Still Traffic

Agent Traffic Is Still Traffic: Agent traffic is still traffic. If many agents can move work, someone still needs the map.

Chaos: The Blue Blob and the Prompt Practice Desk

The Blue Blob found a trainee desk with the human trainee waiting for work while the AI is being trained.

Guide: Apprenticeship Preservation Check

Apprenticeship Preservation Check - Before automating beginner work: Name the learning task; Decide assist or replace; Create practice loops; Protect low-stakes mistakes; Update entry expectations

Signal: Automation Can Remove The Practice Ground

Automation Can Remove The Practice Ground: A task can be boring for an expert and essential for a beginner.

Chaos: The Blue Blob and the Expert Button

The Blue Blob found a small question pressing the biggest AI Expert button. It appears the most expert in the room is now the default for all questions.