Tag
#AppWorld
3 stories taggedAppWorld.

Explained
Your AI Agent Scored 77%. It Only Nails the Same Task Every Time on 53% of Them
A new study puts hard numbers on the gap between 'usually works' and 'always works', then builds a tool to close it.
3 min read

Explained
More Memory Does Not Always Mean a Smarter AI Agent
A study across eight AI models found that feeding an agent more of its own past experience can hurt as much as help. The right amount of memory depends entirely on how capable the model already is.
4 min read

Explained
Same AI Memory, Fewer Tokens: How a New Approach Beats a Leading Agent System at a Fraction of the Cost
Two AI systems both teach agents to learn from their own mistakes. One sends every lesson every time. The other sends only what each model can actually use. The difference shows up in the bill.
4 min read