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DeepSeek pitches new route to scale AI, but researchers call for more testing

DeepSeek's proposed "mHC" design could change how AI models are trained, but experts caution it still needs to prove itself at scale DeepSeek's proposed "mHC" architecture could transform the training ...
JD Supra

Stress-Testing AI Models: A Modern Imperative for Model Risk Management

Artificial intelligence (AI) and machine learning (ML) are now embedded in the core of banking — powering decisions in credit, fraud, anti-money laundering (AML), and more. These systems bring scale ...
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 ...
Frontiers

Brain-inspired learning and adaptation in large models

Recent advances in large-scale AI models, including large language and vision-language-action models, have significantly expanded the capabilities of ...