[ethbr1]

The technical difference between agents then and agents now are the fuzzy parameter mapping capabilities of LLMs, if used.

Scaling agent capability requires agents that are able to auto-map various tools.

If every different tool is a new, custom integration, that must be written by a person, then we end up where we are today -- specialized agents where there exists enough demand and stability to write and maintain those integrations, but no general purpose agents.

Ultimately, parameter mapping in a sane, consistent, globally-applicable way is the key that unlocks an agentic future, or a failure that leads to its demise.