KarLex AI is the company behind CIEL. Our work spans agent memory, machine learning, quantum computing, and verifiable computation.
CIEL is our main development project. Alongside it, our papers investigate specific questions about how machines learn, compute, and verify an answer.
We’re developing an experimental memory system for agents working across long conversations, code, tools, and documents. The current focus is evaluating continuity over long histories.
Meet CIELOur current submissions cover Transformer training on CPUs, quantum attention sampling, quantum hardware benchmarks, and proofs for optimal finite identification.
Explore the papersWe are looking for a team with a long-running coding, research, support, or operations agent to test CIEL on a real workflow.
