Pooja Rani

Users can significantly reduce energy consumption in LLM chatbots simply by switching to an energy-efficient mode, even without altering their interaction length.

LLMs push their own company's tech stack *harder* than you think: agentic workflows can amplify this "vertical integration bias" by nearly 40 percentage points, and early choices persist downstream 90% of the time.