Agentic Tasks

Agents

Agentic tasks and tool use

Agentic behavior of reasoning models

Make a list of Oxford museums and galleries that are within 10-15 minute walking distance of Jesus College for conference attendees. Create a table with opening times, description and a link to a google maps with walking directions from Jesus College.

Deep Research / Agentic Search Prompt 1 - Established field

What are the effects of culture shock on international students' experience of their studies and in particular learning outcomes? Are there any differences between the source and target cultures? What cultures have been most studied and what dimensions of culture have been addressed?

There is no one right way to answer it but an expert in the field can review the results and see whether they are broadly consonant with what is known.

We can evaluate the choice of sources - research vs shallow guidance vs personal accounts.

Deep Research / Agentic Search Prompt 2 - Developing field with uncertain sources

Create a list of open language models I can run on a Mac today. Which ones would be best for which configuration and how to best run them. I'm thinking about what is the best I can do for budgets from £500 to £10,000. Which models should I choose for different configurations and what sort of things can I do with them

The correct answer will vary with time but the judgement of quality