[ankit219]

We did a research in this regard: https://arxiv.org/abs/2409.17171

The idea is to create bespoke models for org at 90% lower compute. (we cheat a little, where we use an underlying open source model and freeze the existing knowledge). Currently building a specialized model + agent for bioresearch labs. we hope to bring down the costs in long term so that these evolved into continuous learning systems that can be updated everyday. The idea is exactly this: model customization + infra gives you the advantages Prompting + tooling cannot.