🧹 MICRO-DECK 10: Mixed Deck

Question 1

What does “tool generation with AI” mean?

Answer 1

Using generative AI to create software tools, code, and automated workflows that solve business problems.

Question 2

How does generative AI enable tool creation?

Answer 2

By generating code, logic, integrations, and automation based on requirements.

Question 3

Why is OCR well-suited to printed text?

Answer 3

Printed text has consistent visual patterns that algorithms can reliably recognize.

Question 4

Common applications of OCR

Answer 4

Digitizing documents, extracting text from photos, automated form entry.

Question 5

What is Optical Character Recognition (OCR)?

Answer 5

Converts images of text into editable digital text.

Question 6

Examples of errors AI can detect

Answer 6

Missing values, format inconsistencies and outliers

Question 7

What is fixing a missing value?

Answer 7

Detecting gaps and imputing reasonable replacements.

Question 8

What is fixing a format inconsistency?

Answer 8

Standardizing mismatched formats (e.g., date formats).

Question 9

What is fixing an outlier?

Answer 9

Flagging statistically unusual values that may be errors.

Question 10

What is cross-field validation?

Answer 10

Detecting contradictions across fields (e.g., death before birth).