Practical lens pack

AI-Assisted Work Lens Pack

A review for using AI without quietly outsourcing judgment, evidence checks or memory.

Use it when

A short review before a large conclusion.

Five lenses

Questions worth asking before you commit.

LensAutomation bias

Would I accept this answer if it came from an unknown junior colleague?

Open →
LensAnchoring effect

Did the model's first answer become the centre of my later reasoning?

Open →
LensAnthropomorphism

Am I reacting to fluent humanlike language instead of tested capability?

Open →
LensSource confusion

Can I still tell which claims came from me, the source material and the model?

Open →
LensConfirmation bias

Did I ask AI to test my view or mainly to make it sound stronger?

Open →

10-minute workflow

Turn awareness into an action.

1. Form a first view before asking AI when the decision is important.
2. Ask for assumptions, missing evidence and the strongest alternative explanation.
3. Keep source links next to important claims.
4. Separate generated text from verified facts.
5. Record the final human decision and why it differs from the model, if it does.

Use with AI

Ask the model to challenge the frame, not decorate it.

Prompt: “Review this decision without choosing for me. Restate my criteria, show the strongest case against my preferred option, identify missing evidence, flag possible anchors or sunk costs, and finish with the smallest next test that would reduce uncertainty.”

The goal is not forced disagreement. It is to make assumptions, alternatives and evidence visible before the recommendation feels inevitable.

Open Decision Audit All lens packs