Interactive — sequence rigidity
Click any token to see what happens when you swap it out.
Natural language — BERT
← click a word
Protein — ESM (Ubiquitin 1–15)
← click a residue
Language
Some positions are flexible, some are locked — but a bad swap just produces a weird sentence. A human on the other end recovers the meaning.
Proteins
Same pattern, completely different stakes. A bad swap doesn't produce something weird — it produces something that physically doesn't work. No one recovers it.