Flagship course · For researchers

GenAI for Academic Researchflagship

Generative AI across the whole research workflow, from the first idea to the final presentation and publication. Bring it in thoughtfully at each step, with reflection and responsible use throughout.

What we cover

The full arc, step by step

The course follows three steps: Think, Prompt, Reflect. Move from understanding AI to working with it in research, weighing its consequences and shaping your own practice.

Think
Understand the system and the research context

AI foundations

How generative AI works and where it came from, its real-world costs, and how it is reshaping science.

Risks, policies & guidelines

The privacy, disclosure and policy questions to settle before AI touches your research.

AI across the research process

A map of where AI genuinely helps at each stage of the research workflow.

Prompt
Work with AI across the research workflow, from prompts to agents

General-purpose LLMs

Choosing and prompting AI assistants and open LLMs, from a single prompt to using them across your workflow.

Research-specific AI tools

The purpose-built tools for each research stage, and how to fit them into your work.

Agentic AI

Where AI shifts from assistant to agent, planning steps and using tools and memory to carry out multi-step work.

Reflect
Evaluate consequences, limits, and practice

The future of research

Where AI capability is heading, and what it could mean for how research gets done.

Responsible research practice

The epistemic risks and integrity questions that guide responsible AI use in research.

Personal framework

Clarifying your values and boundaries to shape a personal framework for working with AI.

For participants

Course resources

Course companion · Research

Course companion

Everything used in the course in one place: the AI tools by research stage, the custom GPTs and reflection framework, and a curated reading list. A live page participants can bookmark and return to whenever they need it.

Open the companion →
Bring it to your group

Run GenAI for Academic Research with your team

Tell me about your research group or doctoral programme, and I'll send you a tailored proposal.

Let's talk →