52 points campervans 2 hours ago 5 comments

campervans 2 hours ago | parent

Game changer for entreprise (technical) debt

grey-area 1 hour ago | parent

Fixing unreliable agents by adding more unreliable agents. It's a shame we can't do something about the tendency of LLMs to give more weight to their weights than to the data they're analysing.

I guess it all comes back to the fact that they don't have a clear division between data they have learned about the world, instructions and data under analysis.

You can ask them only to consider the 5 facts in front of them, but they won't do that, and cannot do that.

podocarp 1 hour ago | parent

I don't understand this ontology thing. What's the difference between this and a memory system plus skills to collect your enterprise's APIs and CLIs etc?

whatshisface 45 minutes ago | parent

A memory system is managed by the RL trained behavior, these systems use specific prompts and ordinary software to hardcode a policy. The RL version is usually more efficient, but it can't be improved or made more repeatable.