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NVIDIA Just Released Audio Flamingo 3: An Open-Source Model Advancing Audio General Intelligence

100% Right coverage: 1 sources

Heard about Artificial General Intelligence (AGI)? Meet its auditory counterpart—Audio General Intelligence. With Audio Flamingo 3 (AF3), NVIDIA introduces a major leap in how machines understand and reason about sound. While past models could transcribe speech or classify audio clips, they lacked the ability to interpret audio in a context-rich, human-like way—across speech, ambient sound, and music, and over extended durations. AF3 changes tha…Startups · Chile See the Story

Getting Started with Mirascope: Removing Semantic Duplicates using an LLM

Mirascope is a powerful and user-friendly library that provides a unified interface for working with a wide range of Large Language Model (LLM) providers, including OpenAI, Anthropic, Mistral, Google (Gemini and Vertex AI), Groq, Cohere, LiteLLM, Azure AI, and Amazon Bedrock. It simplifies everything from text generation and structured data extraction to building complex AI-powered workflows and agent systems. In this guide, we’ll focus on using…Google · San Francisco Read Article

A Coding Implementation to Build a Multi-Agent Research and Content Pipeline with CrewAI and Gemini

In this tutorial, we set up an end-to-end AI agent system powered by CrewAI and Google’s Gemini models. We start by installing all required packages, configuring the Gemini key securely, and then building a suite of specialized agents, including research, data analysis, content creation, and quality assurance, each optimized for rapid, sequential collaboration. With clear […]Google Read Article

This AI Paper Introduces TableRAG: A Hybrid SQL and Text Retrieval Framework for Multi-Hop Question Answering over Heterogeneous Documents

Handling questions that involve both natural language and structured tables has become an essential task in building more intelligent and useful AI systems. These systems are often expected to process content that includes diverse data types, such as text mixed with numerical tables, which are commonly found in business documents, research papers, and public reports. Understanding such documents requires the AI to perform reasoning that spans bo…Artificial Intelligence Read Article

Efficient and Adaptable Speech Enhancement via Pre-trained Generative Audioencoders and Vocoders

Recent advances in speech enhancement (SE) have moved beyond traditional mask or signal prediction methods, turning instead to pre-trained audio models for richer, more transferable features. These models, such as WavLM, extract meaningful audio embeddings that enhance the performance of SE. Some approaches use these embeddings to predict masks or combine them with spectral data for better accuracy. Others explore generative techniques, using ne…Read Article

Fractional Reasoning in LLMs: A New Way to Control Inference Depth

What is included in this article:The limitations of current test-time compute strategies in LLMs.Introduction of Fractional Reasoning (FR) as a training-free, model-agnostic framework.Techniques for latent state manipulation using reasoning prompts and adjustable scaling.Breadth- and depth-based scaling benefits demonstrated across GSM8K, MATH500, and GPQA.Evaluation results showing FR’s superiority over Best-of-N and Majority Vote.Analysis of F…Stanford · Stanford Read Article

Akka strives to create more certainty over AI agent's behavior and decision-making - SiliconANGLE

Distributed application development platform Akka, officially known as Lightbend Inc., is launching new tools for artificial intelligence developers that it says will reduce the risks associated with agentic AI systems. The company believes that one of the biggest challenges of building AI agents is the complex nature of the distributed systems that power them. To […] The post Akka strives to create more certainty over AI agent’s behavior and de…Artificial Intelligence See the Story

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NVIDIA Just Released Audio Flamingo 3: An Open-Source Model Advancing Audio General Intelligence

Getting Started with Mirascope: Removing Semantic Duplicates using an LLM

A Coding Implementation to Build a Multi-Agent Research and Content Pipeline with CrewAI and Gemini

This AI Paper Introduces TableRAG: A Hybrid SQL and Text Retrieval Framework for Multi-Hop Question Answering over Heterogeneous Documents

Efficient and Adaptable Speech Enhancement via Pre-trained Generative Audioencoders and Vocoders

Fractional Reasoning in LLMs: A New Way to Control Inference Depth

Akka strives to create more certainty over AI agent's behavior and decision-making - SiliconANGLE

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