ThinkBeyondAI
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14 Posts
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Future Skills

How to validate what AI gives you

Habits for checking what a model gives you: classify the claim, compare models, make the model attack its answer, verify every citation.

by Carl Erhard, Sep 18, 2026

Outsourcing the start of thought

A team at the MIT Media Lab recorded brain activity in 54 people writing essays. The group using ChatGPT showed the weakest connectivity of the three.

by Carl Erhard, Sep 18, 2026

Prompt literacy is a thinking discipline

A model rarely says it has no good answer. Prompt literacy is the discipline of asking in a way that makes a weak answer visible.

by Carl Erhard, Sep 18, 2026

Trust is a communication problem

A field study of a service robot in a campus store found that perceived usefulness and the robot's way of speaking shaped acceptance. That transfers to prompting.

by Carl Erhard, Sep 18, 2026

What separates a good prompt from a bad one

An AI researcher on what her students' best prompts had in common: tool choice, context down to the detail, and treating output as a draft.

by Carl Erhard, Sep 18, 2026

When you reach for AI decides everything

An experiment with 758 BCG consultants showed a 25 percent speed gain. When in the work you reach for the model decides whether you get it.

by Carl Erhard, Sep 18, 2026

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