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% ...

AI Can Crush Complex Projects—but It Fails at This Basic Task

For decades, psychologists have used the Stroop task to measure executive control, which determines our ability to regulate ...

A.I.’s First Big Math Breakthrough Is Not What It Seems

Last month, OpenAI announced that its latest version of ChatGPT had solved a major math problem, one that had stumped experts ...
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 ...