AI for academic thinking, not answer generation

Find the questionworth researching.

ATHENA helps you examine your assumptions, uncertainties, and relevant literature.

  • 20–30-minute guided session
  • No account required
Your argumentation map
Read-only

Research direction

Which storage approach can make offshore wind reliable at grid scale?

Settled

Offshore wind output is intermittent.

Contested

Batteries are the right storage class.

Hidden assumption

“Smoothing” means hours—not seasonal firming.

Built from your answers before literature search

Your thinking stays central

ATHENA questions and structures your thinking; it does not write the thesis for you.

Sources, not model memory

Paper records come from Semantic Scholar or a labeled demo set.

More than one point of view

AI-generated expert and stakeholder lenses test rigor and relevance.

How it works

From a broad topic to a question the literature can inform.

State your position before seeing the AI-generated argumentation map. The comparison may reveal assumptions you missed.

Walk through the offshore-wind example
  1. 01

    Set the territory

    Describe your field, the decision your work must inform, and who needs the answer.

  2. 02

    Separate belief from uncertainty

    List what you consider established, what remains uncertain, and what you may be overlooking.

  3. 03

    Put the reasoning under pressure

    Compare your view with an AI-generated argumentation map, expert lens, and stakeholder lens.

  4. 04

    Search from a sharper question

    Source records

    Search Semantic Scholar and see how the results change your argumentation map.

Choose your mode

Start where the thinking is stuck.

Avi Pandit outdoors, smiling, with green foliage behind
Avi Pandit

The idea behind ATHENA

AI should make your thinking more visible—not make the thinking disappear.

ATHENA explores how AI can surface assumptions and disagreement while students retain responsibility for the work.

Talk about the researchIndustrial Ecology · Psychology · AI in education

Ready when you are

Bring the question you are not yet sure how to ask.

Start a literature review