Topic evidence page

AI agents / knowledge base

Source-backed creator statements and evidence excerpts related to AI agents / knowledge base.

1public insight cards
1source records
1creators

Top Creators

Public Insight Cards

These are deterministic, source-backed cards from the offline export. They are not live AI answers.

Fully autonomous agents will need maintainable, instruction-rich knowledge bases beyond simple memory files; brand ambassadors may require hundreds of pages of context.

@@tjrobertson52 · asserts

to be able to communicate with them where we communicate with our team. This feels like another step towards fully integrating them into our communication channels like email and Slack. But to get fully autonomous agents, there's another essential feature that none of the model makers have implemented yet. It's part of what makes open class so magical. It...

Open

Related Source Records

We're 3 steps from fully autonomous AI agents. Two just dropped. One doesn't exist yet 👀 #AIA...

@@tjrobertson52 · 2026-03-04

Every week this year, we're getting one step closer to having fully autonomous agents. Not just agents that can do discrete tasks, but agents that are fully autonomous members of your team. Agents working 24 hours a day with no human in the loop. Earlier this year, OpenAI showed us that we already have the technology to fully close that loop. Now we just...

Open

Evidence Passages

Every week this year, we're getting one step closer to having fully autonomous agents. Not just agents that can do discrete tasks, but agents that are fully autonomous members of your team. Agents working 24 hours a day with no human in the loop. Earlier this year, OpenAI showed us that we already have the technology to fully close that loop. Now we just need to figure out how to make them reliable, secure, and convenient. And the open source community are doing some great things. But my guess is that the fully...
to be able to communicate with them where we communicate with our team. This feels like another step towards fully integrating them into our communication channels like email and Slack. But to get fully autonomous agents, there's another essential feature that none of the model makers have implemented yet. It's part of what makes open class so magical. It's the ability to update its own instructions and knowledge base. And yes, I know all the major AI models already have memory. However, at least in its current...