An evolving catalog. #taxonomies

generating end-use# content

e.g. Marketing copy, sales pitches

parsing unstructured data

Documents to data e.g. invoices, receipts

(Vision models for getting text out of pdfs and images )

Classifying

Sentiment analysis
Poor man’s switch statement

Summarizing

Emails, meeting transcripts, customer feedback, long documents,

RAG - fact retrieval

• Knowledge base look up
• Look up data in other systems (order status, travel itinerary, customer record), but this is borderline AI Agents

Deep Research

This is actually agenting and summarizing.

Data analysis (uses python)

Writing assistant

Brainstorming / [rubber-ducking](RubberDuck)

Meta:

agenting

(loop of reasoning, tool calls, or completion)

• orchestration of sub-agents
• single-purpose LLM calls as tool call (“agents as tools?”)

Non-deterministic general purpose compute unit

• Poorly-specified integration orchestration

See also:
Kinds of AI
Image use cases

diffusion model use cases
Multimodal:
STT / TTS