The Chaos
Chaos: The Blue Blob and the Meeting AI Secretary
Discovery: The meeting stayed, the notes got better, smoother to record, and the Blue Blob found the AI secretary sitting beside the calendar.
Modern Work
Guides
Guide: Meeting Necessity Check
Before every meeting gets an AI secretary, ask whether the meeting still deserves to be on the calendar. Before adding AI notes to everything, ask what the meeting is actually doing.
Signals
Signal: AI Can Make Unnecessary Work Easier To Preserve
AI can make unnecessary work easier to preserve. Better notes are useful, but they do not automatically make the meeting necessary. Pattern is ensuring not more work is being added reviewing AI transcripts.
The Chaos
Chaos: The Blue Blob and the Very Tall First Chair
Discovery: The Blue Blob found an entry-level desk with a senior-sized chair, the role title stayed small but the checklist did not. Where will this discovery lead us?
Guides
Guide: Entry-Level Role Stress Test
This guide helps managers, HR teams, universities, early-career workers and team leads check whether a junior role is still designed for learning because AI may have changed the task mix.
Signals
Signal: Entry-Level Is Being 'Seniorised'
Entry-Level job role requirement is now expected to supervise AI outputs. The first job is still called entry-level, but the role checklist is starting to look very experienced senior level.
The Chaos
Chaos: The Blue Blob and the Robot Babysitter
Discovery: The Blue Blob found a robot at a desk, beside it, a person feeds it information while correcting the outputs. A new job it appears.
Guides
Guide: Botsitting Time Tracker
If humans are babysitting the AI, that time belongs in the AI cost story. AI is now common enough that a lot of hidden work is becoming the new normal.
Signals
Signal: The Hidden Work Is Making AI Usable
The AI saves work dashboard often misses the human beside it is also working. AI outputs are getting faster, but people are spending time feeding context, checking answers, correcting mistakes, rerunning prompts and cleaning up results.
The Chaos
Chaos: The Blue Blob and the Labelled Picture
Discovery: The final content has a sticker, the prompts, edits, approvals and screenshots behind it do not. The Blue Blob has found the labelling gap.
Guides
Guide: AI-Generated Content Labelling Workflow Check
A practical guide for content teams, comms, HR, legal and publishing workflows using AI. This guide helps teams define simple labelling rules for AI-generated and AI-assisted content. It is not legal advice.
Signals
Signal: AI Labelling Is A Workflow Problem
Labelling becomes a workflow problem: it needs memory, ownership and simple rules before the final document gets shipped or implemented. AI labelling is not just about putting a sticker on the finished thing.