Courses written for you
Existing AI services are not optimized for learning but for running tasks. Basis Lab fills that gap by offering the most optimized learning experience by leveraging AI to it's fullest potential. Simply tell Basis Lab what you want to learn. It writes an interactive course at your level, personalized for you, so you can learn at lightning speed.
To find a number in a sorted list, look at the middle, and .
One level in
Think of guessing a secret number from 1 to 16, told only “higher” or “lower”. Guess the middle and half the numbers are gone. After four guesses, only one is left.
So even a million items takes only 20 guesses, where checking one by one could take a million.
Every point in a lesson can be immedimately explored deeper. Ask the AI about it, dig into the answer, and keep going. It learns where you are strong and where you are shaky, and fills the gaps as you go.
Highlight any sentence and ask your own question. The answer is written right there, for that exact point, using everything you have read so far.
Every answer can be opened again, and again. Each level sits under the one that raised it, so you never lose your place.
Solve problems made on the spot for what you just read. The AI tracks what you have down and what you don't, then steers you to the parts that need work.
Every lesson comes with practice generated on demand, in whatever form fits the idea: problems, explanations, derivations, proofs, code and projects.
Which key gets the most weight?
Quick questions between paragraphs, checked the moment you answer.
“Big scores push the softmax toward one key, so the gradients get tiny…”
Explain the idea in your own words and see exactly which points you missed.
Line 3: the spread is the square root of d.
Each line is checked against the one before, so you see where it went wrong.
Step 3 does not follow: scaling is not a shift.
Build the argument yourself. Gaps and unjustified steps are pointed out.
def attend(Q, K, V): s = Q @ K.T / sqrt(d) return softmax(s) @ V
Write and run code in the lesson. It passes, or shows you the case that failed.
Project: a tiny transformer
A small project for each lesson, so you put the idea to real use.
A general AI chat answers whatever you type, then forgets how you did. Basis Lab keeps learning about you. Every answer shows it what you have down and where you are shaky, and your lessons and practice change to close those gaps.
| Feature | Basis Lab | General AI chat |
|---|---|---|
| Learns your strengths and weak spots from every answer adaptive | ||
| Reshapes your lessons around the gaps it finds adaptive | ||
| Extra practice aimed at what you got wrong adaptive | ||
| Skips what you already know adaptive | ||
| A course planned around your goal and level | partly | |
| Ask about any sentence, answered in place | partly | |
| Dig as deep as you want without losing your place | ||
| Figures drawn for each lesson | partly | |
| Practice problems made for each lesson | partly | |
| Math checked step by step, code run against tests | ||
| Progress kept across lessons and devices | partly | |
| Built for learning | 11 of 11 | 0 of 11 |
No trial clock. Finish your first course, and pay only if you want the next one.