1on1 tutoring is the gold standard of learning.
Decades of research show large learning gains from one-to-one tutoring through structure, feedback, and sustained momentum. The problem was always access and cost.
Arioso makes great tutoring accessible. At scale.
Starting with academic papers.
You don't prompt Arioso.
Arioso prompts you.
Zero prompting skills required.
Upload any paper
We find the hard parts.
Set your starting point
Four quick questions. We adapt to your knowledge.
Get tutored through the paper
10 steps designed to build real understanding.
What makes this different from ChatGPT?
ChatGPT gives answers when you ask the right questions. Arioso asks you questions, building understanding through Socratic dialogue, without requiring you to know what to ask.
What kinds of papers work best?
Any academic PDF: journal articles, preprints, technical reports. Especially useful for papers outside your core expertise.
How long does a session take?
About 30-60 minutes of active engagement across 10 structured steps. Pause and resume anytime.
Is it really free?
Yes, completely free during beta. We're happy about feedback and learn from your experience. We might introduce pricing later, but beta users will always get special treatment.
Do I need AI experience?
No. Zero prompting required. Arioso leads the conversation. You just respond naturally.
What happens to my uploaded papers and learning sessions?
Stored securely, used only to generate your learning journey. Never used for AI training. You can delete your data at any time.