This AI paper examines test time scaling of English-centered RLMS for improved multilingual reasoning and domain generalization

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This AI paper examines test time scaling of English-centered RLMS for improved multilingual reasoning and domain generalization

Reasoning language models or RLMs are increasingly used to simulate step-by-step problem solving by generating long, structured reasoning chains. These models break down complex questions into simpler parts and build logical steps to reach answers. This chain-of-thought (COT) approach has been shown to be effective in improving output quality, especially in mathematical and logical tasks. … Read more

Openai Release Healthbench: An Open Source-Benchmark to measure the benefit and security of large language models in health care

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Openai has released HealthbenchAn open source evaluation framework designed to measure the performance and security of large language models (LLMs) in realistic health scenarios. Healthbench, in collaboration with 262 doctors in 60 countries and 26 medical specialties, develops, and deals with the limitations of existing benchmarks by focusing on the real world’s applicability, expert validation … Read more

The new cover letter

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The new cover letter

By Jeff Altman, Big Game Hunter I detest cover letter. They arrive as an E -Mail -attached file and require me to open another file that rarely tells me anything interesting or useful for my decision making about the sender. I always recommend that people use their actual message to include the information they would … Read more

Metallica Crowd detects seismic activity during Virginia Show

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Metallica Crowd detects seismic activity during Virginia Show

When Metallica hit the stage at Lane Stadium on May 7, it wasn’t just another stadium show, it was a scientifically confirmed less seismic event. When the opening sheds of “Enter Sandman” rang out on the show, more than 60,000 fans jumped together and created enough power to detect soil movement. Virginia Tech Seismological Observatory, … Read more

NVIDIA AI introduces Audio-SDS: A unified diffusion-based framework for quick controlled sound synthesis and source separation without specialized data sets

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NVIDIA AI introduces Audio-SDS: A unified diffusion-based framework for quick controlled sound synthesis and source separation without specialized data sets

Audio Diffusion Models have achieved speech, music and foley sound synthesis of high quality, yet they are predominantly distinguished by testing rather than parameter optimization. Tasks such as physically informed impact sounding or quick-driven source separation require models that can adjust explicit, interpretable parameters under structural limitations. Performance Distribution (SDS)-which has driven text-to-3D and image … Read more

Tencent Released Primitivive Anything: A new AI framework that reconstructs 3D forms using auto-gressive primitive generation

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Tencent Released Primitivive Anything: A new AI framework that reconstructs 3D forms using auto-gressive primitive generation

Form primitive abstraction that breaks down complex 3D forms into simple, interpretable geometric devices is fundamental to human visual perception and has important consequences for computer vision and graphics. While recent methods in 3D generation-by help of representations such as masks, point clouds and neural fields-have created the creation of high credibility content, they often … Read more