Topic 03

AI Capabilities and Trust

How managers verify outputs, set controls, and work with the limits of AI.

3 essays · 3 decision cards

Explore this topic in Chinese

Start from the question you have

The numbers are essay numbers; they do not indicate a reading order.

02The AI answer looks complete. Can you use its numbers and citations directly?Start withThe More Fluent AI Sounds, the More Cautious You Should Be Decision Card 02
03You supplied plenty of material, yet AI still misses the point?Start withThe More You Give AI to Read, the More It May Miss What Matters Decision Card 03
06When AI screens submitted material, can the submitter influence it?Start withWhen You Let AI Screen Résumés, People Start Writing Résumés for AI Decision Card 06

How to keep reading

Follow a question onward, or read a related essay side by side.

The AI result looks credible. What should you check?

02The More Fluent AI Sounds, the More Cautious You Should BeNumbers and sourcesRead alongside06For manipulated input, seeWhen You Let AI Screen Résumés, People Start Writing Résumés for AI

Check the numbers and sources in Essay 02; check whether the input was manipulated in Essay 06. These are parallel concerns; neither is the other’s first step.

Across topics

Before AI takes on a formal task, what do you need to specify first?
This relation starts from essay 08; the full explanation is inOrganization and Management in the AI Era.
The requirements are clear. Why does the proposal keep going in circles?
This relation starts from essay 10; the full explanation is inOrganization and Management in the AI Era.

Everything in this topic

3 essays · 3 decision cards

Essays

06When You Let AI Screen Résumés, People Start Writing Résumés for AIAugust 14, 20267 min read
03The More You Give AI to Read, the More It May Miss What MattersJune 29, 20266 min read
02The More Fluent AI Sounds, the More Cautious You Should BeJune 5, 20267 min read

Cards

06Decision Card 06Defend the input side: the material is the same, but its role has changed.Related essay
03Decision Card 03Before handing over the material, define three things.Related essay
02Decision Card 02A convincing answer is not the same as a verified answer. Review the same AI output at three layers.Related essay