Tachyon · ML Discovery Engine

Tachyon

LLM-guided, self-improving evolutionary search for post-transformer machine learning.

Transformers were found, not derived. The next frontier in ML is a better search for architectures, not a better architecture. Tachyon is the engine that runs that search — proposing, mutating, and selecting candidate designs under verifiable objectives.

Status · early research Partner · Covenance.ai Lead · Ilya Kamen