🧠 AI Tutoring Mode

A Tutor That Adapts
to How You Think

Hot Seat's Tutoring mode uses Socratic dialogue and real-time performance scoring to guide you from confusion to clarity — one question at a time. No passive reading. No rereading the same paragraph. Just active, pressured learning.

🚀 Coming Soon to the App Store View Pricing →
How It Works

Active Recall,
Not Passive Reading

Research consistently shows that active recall outperforms rereading by 2-3x for long-term retention. Hot Seat forces active recall through voice — the highest-friction, highest-retention learning format.

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Socratic Dialogue

The AI tutor doesn't just quiz you — it engages in genuine Socratic dialogue. When you partially understand something, it probes with follow-up questions that pull the full understanding out of you rather than feeding it to you.

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Adaptive Difficulty

Strong answers trigger harder follow-ups. Weak answers move the AI to foundational concepts, helping you build the base you're missing before returning to the harder material.

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Three Adaptive States

Push when you're excelling. Maintain when you're steady. Ease when you're struggling. The AI reads your score trajectory and shifts state automatically.

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Encouragement Without Coddling

Unlike the Oral Exam mode, the tutor acknowledges effort and partial credit — but still pushes you to complete your understanding. Warm tone, rigorous standards.

Control Interface
Configure Your Tutor

Set the Tone
Before You Start

Every learner is different. Hot Seat lets you configure exactly how the AI tutor communicates — so whether you need a gentle guide or a demanding mentor, you're in control.

🤔 Socratic

Guides with questions rather than statements. Lets you arrive at answers yourself.

📢 Direct

Asks clear, declarative questions without leading. Clean and efficient.

👏 Encouraging

Acknowledges progress and effort. Ideal for building confidence while learning.

🎯 Strict

No warmth, no filler. Pure academic rigour. Closest to the Oral Exam experience.

AI Knowledge Mode — no document needed
AI Knowledge Mode

No Document?
No Problem.

In Tutoring mode, you can skip the document upload entirely. Toggle on AI Knowledge Mode, type a topic — "Organic Chemistry," "The French Revolution," "JavaScript Promises" — and the AI draws from its own encyclopedic training knowledge to tutor you.

  • No PDF required — just name the subject
  • AI generates relevant, well-sequenced questions from scratch
  • Ideal for broad topic exploration before narrowing focus
  • Combine with a document for maximum precision
Coming Soon →
Who Uses Tutoring Mode

For Every Stage
of Learning

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Students at Any Level

From high school to doctoral programs — load your study material and let the AI surface what you don't actually understand yet.

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Professional Development

Learning a new regulatory framework, a new technical domain, or a new area of law? Tutoring mode accelerates comprehension through dialogue.

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Research Comprehension

Upload a dense academic paper or technical report. The AI tutors you through it — ensuring you don't just read the words but actually understand the content.

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Interview Preparation

Behavioral and technical interviews require verbal fluency. Practice articulating your knowledge under conversational pressure before the real thing.

Start Learning
the Hard Way

The most effective studying is the most uncomfortable studying. Hot Seat makes that discomfort productive.

🚀 Coming Soon to the App Store