Distilling Human Intelligence
What makes a good writer? What makes a good essay?
Large language models can produce an endless stream of words. But fluency is not the same as quality. Too often, clear ideas give way to repetition, familiar rhythms, and more words than the thought requires.
What if we trained models not just to produce words but to write with clarity, originality, and purpose?
At Likert, we believe the future of artificial intelligence lies in learning from the best of human intelligence.
If you share that ambition, join us.
Domain Expertise
How does a model distinguish a good patent, line of code, or presentation from a great one?
Each demands more than technical correctness. It takes judgment: knowing what matters, what to leave out, and how to make an idea clear.
Much of that expertise is difficult to put into rules. A writer can recognize the sentence that works without fully explaining why. An artist can capture an emotion that words cannot quite express. Their judgment is shaped by years of practice, not a checklist.
To advance artificial intelligence, we need to learn from that judgment: not just from what experts know but from the choices they make.
Beauty will save the world.
— Fyodor Dostoevsky