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1496 stories tagged AI · page 27 of 63

Nemotron 3 Ultra: A Breakthrough in AI Efficiency and Power
research

Nemotron 3 Ultra: A Breakthrough in AI Efficiency and Power

Researchers introduced Nemotron 3 Ultra, a massive AI model with 550 billion total parameters and 55 billion active parameters. It uses advanced techniques like a hybrid Mamba-Transformer architecture, Mixture-of-Experts, and Multi Token Prediction to handle long texts and complex reasoning tasks more efficiently than ever before.

via ArXiv cs.CL#ai#research#models
New Study Compares AI Refusal Steering Techniques for Safer Chat Models
research

New Study Compares AI Refusal Steering Techniques for Safer Chat Models

Researchers compared two methods for steering refusal in AI chat models: Diff-in-Means (DiM) and Iterative Nullspace Projection (INLP). The study examined five open-weight models to see if INLP can match DiM effectiveness in controlling refusal behavior, using interventions like activation addition, directional ablation, nullspace projection, and counterfactual flipping. This could lead to more robust and steerable safety mechanisms in future AI assistants.

via ArXiv cs.AI#ai#safety#research
Cartesia AI releases SOTA TTS and ASR models
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Cartesia AI releases SOTA TTS and ASR models

Cartesia AI has released new state-of-the-art models for text-to-speech (TTS) and automatic speech recognition (ASR), setting new benchmarks in accuracy and efficiency. These models could make voice technology more reliable and accessible for everyday users.

via Hacker News AI#ai#speech#tts
AI Training Flaw: How Data Sampling Can Ruin Models
research

AI Training Flaw: How Data Sampling Can Ruin Models

Researchers found that selecting training data can accidentally bias AI models, making them less accurate. This happens when the data used to verify the model is itself incomplete or skewed, leading to a breakdown in performance. This affects how AI systems learn and could impact everything from chatbots to medical diagnostics.

via ArXiv cs.AI#ai#research#data