Independent thinking about artificial intelligenceBy Adrian Dunkley
AI BOSS

The daily AI fluency newspaper

Am I only worth 2.2 million AI tokens?

Treating people’s worth as a token cost is a serious business mistake. The comparison misses human capital and the long-term value people create.

A cream paper fingerprint stands above small blue and yellow tokens on a dark tabletop.
Beyond the Meter · AI-generated artwork by AI Boss Ltd

A business that treats a person’s worth as a quantity of AI tokens is making a serious mistake. The price of generating text cannot tell you what an employee contributes, whether their role can be replaced, or what the organisation stands to lose if they leave. Using that comparison to cut staff gives an incomplete cost estimate authority it has not earned.

Companies should examine where AI can improve work and reduce costs. They should also demand evidence before treating a tool’s output as equivalent to the human capability behind a service.

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An abstract black tower casts thread-like lines towards small gateways across orange paper dunes.
The Architecture of Control · AI-generated artwork by AI Boss Ltd

What Dune predicted about AI

The warning I take from Dune concerns humans using machines to control other humans.

The warning concerns who controls the machine. Reading an early exchange in Frank Herbert’s novel, Adrian asks what happens when a useful assistant becomes an authority people cannot challenge. The practical test: can someone inspect the evidence, disagree and obtain a correction?

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How well do you know your AI?

Practise AI vocabulary and judgement through workplace clues. Choose the crossword, or fill the grid by answering questions in Quiz Mode.

Preview of the AI vocabulary crossword; open the puzzle to see its clues.

The 4Ds framework was developed by Rick Dakan and Joseph Feller in partnership with Anthropic. Framework source.