Judge an AI workflow by the work the next person can accept
A team can send more AI messages without completing more useful work.
THE NOESIS JOURNAL
AI & Machine Learning
Read the article: Judge an AI workflow by the work the next person can accept
Part 2: Follow-the-Sun — The Limits of the Chosen Solution
Why can’t an AI request simply travel to whichever server is quiet? Part two explores the trade-offs behind that appealing idea.
Part 3: The Night-Shift Tier — A Masterclass in Flexible Pricing
Could flexible pricing make better use of quiet computing hours? The final part of this series explores a proposed ‘night-shift’ model for AI work.
Part 1: The Silicon Paradox — Inside the AI Compute Dilemma
Expensive hardware and an uneven workload make an interesting business problem. This opening essay asks what that tension means for AI pricing.
Long-running AI work needs a handover that survives the session
An AI assistant can spend a long time researching, drafting and revising a piece of work.
Better AI coding makes the brief more valuable, not less
A booking form can be built quickly and still solve the wrong problem.
GPT-5 brings a better question: which parts of your AI feature deserve more thinking?
A customer asking for your opening hours should not wait through an elaborate analysis.
Let an AI agent prepare the comparison you would actually use
A supplier comparison is only useful if the rows mean the same thing.
An AI agent needs a finish line your operations team can recognise
The sales inbox has a familiar problem: an enquiry arrives with an attachment, someone checks the catalogue, another person looks for a delivery note,…