4 stories tagged token-efficiency, newest first.
103 points by armcat | 19 comments
BottleCap AI blog post announcing ThinkingCap-Gemma-4-26B-A4B, a fine-tune cutting thinking tokens by 39% on average with near-unchanged benchmark accuracy.
46 points by ccgibson | 23 comments
A Neuralwatt news post arguing that the design of AI agent harnesses affects the energy use and token consumption of LLM workloads.
79 points by Theory42 | 51 comments
Blog post introducing the Telegraph Test benchmark, showing that instructing LLMs to answer in telegraph-style cablese cuts output tokens by 40–49% while preserving information.
439 points by killme2008 | 155 comments
GitHub repository offering a drop-in universal CLAUDE.md file that claims to cut Claude output tokens by 63% without code changes.