How Tokenmaxxing Became Enterprise AI's Biggest Unforced Error

Goodhart's Law ("When a measure becomes a target, it ceases to be a good measure.") has been around long enough that it ...
GitHub

EvolvingLMMs-Lab/agent-rl

We highly recommend using uv to install verl-tool. The AgentActorManager handles the multi-turn interaction between the model and the tool server, where the model can call tools and receive ...

Small Language Models Outperform Frontier AI On Cost, Speed And Accuracy

Bigger has defined AI from day one. New data says task-specific small models beat frontier LLMs on accuracy, cost and speed — and save money.

Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most

Xiaomi's HarnessX autonomously rewrites AI agent harnesses mid-execution, delivering +14.5% avg performance gains — and +44% ...
The New York Times

The Best AI Scheduling App Makes You Do the Hard Work

Still looking? See more results on Wirecutter. We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› By Matthew Guay See all of the ...
Interesting Engineering

Bumble bees spontaneously solve object-manipulation tasks without prior training

A century ago, a psychologist named Wolfgang Köhler proved that chimpanzees could solve complex problems. He hung a banana high out of reach. The chimps sat, thought, and suddenly stacked wooden boxes ...