Drop in a PDF, a textbook chapter or just a topic. Felt writes short lessons and drills, and checks each answer with a real validator, not a guess.
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Why −1.0: the midpoint method divides by the averages. ΔQ/Q̄ = 10/45 and ΔP/P̄ = −2/9, so elasticity = (10/45) ÷ (−2/9) = −1.0. Your −0.8 is the same ratio upside down. The validator computed the key symbolically; the author's draft key was wrong and never reached you.
Every answer checked
Every exercise in Felt goes through a validator before you ever see it. Maths is evaluated symbolically, code is run, structured answers are matched against rules. When the validator can't be sure, the exercise is flagged, not shown to you as fact.
| Subject | How the answer is checked |
|---|---|
| Maths, physics, chemistry | Numeric and symbolic evaluation, units and tolerances, step-by-step problems scored by method |
| Programming | Your code is run against test cases |
| Economics, graphs | Diagrams you move are read back as data: shifts, intercepts, equilibria |
| Definitions, structure, labels | Matched against rules and accepted variants, not a single string |
| Anything the validator can't verify | Flagged as unverified, never shown as fact |
How it works
A PDF, a chapter, your own notes, a syllabus, or just a topic name.
Short lessons and drills in minutes, each exercise checked before it reaches you.
Spaced repetition, an explanation on every exercise, and a Coach when you're stuck.
Subjects
Shift a demand curve and the validator reads the new equilibrium. Work a multi-step problem and get method marks for the steps you got right, like a real examiner.
Pricing
or $59.99 a year
Built in public
Felt is built solo, from the EU. Real numbers go out every Friday, including the bad ones. The validator's accuracy report will be public from the first beta.
FAQ
Yes. Practising, spaced repetition and every course you already have cost nothing. You pay only when Felt's AI writes a course for you or coaches you, and even that is free with your own API key.
An exercise is only shown to you after a validator has confirmed the answer by a rule: evaluating the maths, running the code, matching the structure. The model that wrote the exercise does not get to grade it.
The exercise is flagged as unverified and kept out of your drills. It is never presented as a fact.
Maths, physics, chemistry, programming and economics, plus exam-style practice for A-level, GCSE, AP, SAT and IB. Subjects with open-ended answers come later.
Yes. Paste an Anthropic key in settings and every AI feature is free. The key stays on your device.
Mac ships first in December 2026. iPhone follows in January 2027, then Android and Windows, then a web player for shared courses.
Your courses and progress live on your device and sync through Felt's EU servers when you sign in. Nothing is sold or used to train models.
Yes, in one click, and your courses stay with you on the free plan.