David Vs. Goliath: Why Small Language Models Are Quietly Winning Where It Matters Most

In enterprise AI, the models that win won't be the largest. They'll be the ones that know exactly what they're built for.​​ ...
Geeky Gadgets

AI Benchmarks Are Broken : The Leaderboard Illusion

What if the tools we trust to measure progress are actually holding us back? In the rapidly evolving world of large language models (LLMs), AI benchmarks and leaderboards have become the gold standard ...
EurekAlert!

MathEval: a comprehensive benchmark for evaluating large language models on mathematical reasoning capabilities

This study introduces MathEval, a comprehensive benchmarking framework designed to systematically evaluate the mathematical reasoning capabilities of large language models (LLMs). Addressing key ...

Workato Contributes Real-World Agentic Workflows to the First MLPerf® Agentic Inference Benchmark

Workato, the leading Control and Execution Platform for Enterprise AI, today announced its contribution to the MLPerf Agentic Inference Benchmark, the industry-standard AI benchmark suite from ...

Z.ai’s open-weights GLM-5.2 beats GPT-5.5 on multiple long-horizon coding benchmarks for 1/6th the cost

It allows engineering teams to host frontier-level AI on their own sovereign infrastructure, entirely eliminating vendor lock ...
ascopubs.org

RadOncRAG: A Novel Retrieval-Augmented Generation Framework Improves Large Language Model Benchmark Performance in Radiation Oncology

Large language models (LLMs) show promise in assisting knowledge-intensive fields such as oncology, where up-to-date information and multidisciplinary expertise are critical. Traditional LLMs risk ...
Tech Times

Tencent’s Hy3 Tests Whether Smaller AI Models Can Rival Larger Flagships

Tencent has released Hy3, the official version of its latest Hunyuan large language model, with a launch pitch built around a ...

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 — ...