Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

AI reasoning does not necessarily require spending huge amounts on frontier models. Instead, smaller models can yield ...
VentureBeat

Hugging Face shows how test-time scaling helps small language models punch above their weight

In a new case study, Hugging Face researchers have demonstrated how small language models (SLMs) can be configured to outperform much larger models. Their findings show that a Llama 3 model with 3B ...
CIO

Why AI systems fail at scale and what you should measure instead of model accuracy

A model can be 95% accurate and still be a disaster if it’s too slow or drifts. Don't just watch the model — watch the ...
eWeek

AI Scaling Laws Face Diminishing Returns, Pushing Labs Toward New AI Model Training Strategies

In this episode of eSpeaks, Jennifer Margles, Director of Product Management at BMC Software, discusses the transition from traditional job scheduling to the era of the autonomous enterprise. eSpeaks’ ...
TechCrunch

OpenAI’s o3 suggests AI models are scaling in new ways — but so are the costs

Last month, AI founders and investors told TechCrunch that we’re now in the “second era of scaling laws,” noting how established methods of improving AI models were showing diminishing returns. One ...