Over the last eighteen months, the concept of an agent has evolved in real time. Early on, it was largely a rebranding of workflow automation: deterministic pipelines with a language model somewhere in the loop. Useful, but not qualitatively different from what came before.
Bespoke Labs is a venture funded startup creating AI tools for data curation and post-training LLMs.