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​[[{“value”:” The development of TTS systems has been pivotal in converting written content into spoken language, enabling users to interact with text audibly. This technology is particularly beneficial for understanding documents containing complex information, such as scientific papers and technical manuals, which often present significant… Read More »This AI Paper Introduces MathReader: An Advanced TTS System for Accurate and Accessible Mathematical Document Vocalization Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Tokenization, the process of breaking text into smaller units, has long been a fundamental step in natural language processing (NLP). However, it presents several challenges. Tokenizer-based language models (LMs) often struggle with multilingual text, out-of-vocabulary (OOV) words, and inputs like typos, emojis, or mixed-code… Read More »Meet EvaByte: An Open-Source 6.5B State-of-the-Art Tokenizer-Free Language Model Powered by EVA Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” It can significantly enhance LLMs’ problem-solving capabilities by guiding them to think more deeply about complex problems and effectively utilize inference-time computation. Prior research has explored various strategies, including chain-of-thought reasoning, self-consistency, sequential revision with feedback, and search mechanisms guided by auxiliary verifiers or… Read More »Google DeepMind Introduces Mind Evolution: Enhancing Natural Language Planning with Evolutionary Search in Large Language Models Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” This is a guest post authored by Asaf Fried, Daniel Pienica, Sergey Volkovich from Cato Networks. Cato Networks is a leading provider of secure access service edge (SASE), an enterprise networking and security unified cloud-centered service that converges SD-WAN, a cloud network, and security… Read More »How Cato Networks uses Amazon Bedrock to transform free text search into structured GraphQL queries Asaf Fried AWS Machine Learning Blog

​Language models have quickly become cornerstones of many business applications in recent years. Language models have quickly become cornerstones of many business applications in recent years.  Read More  

​[[{“value”:” Artificial Intelligence has made significant strides, yet some challenges persist in advancing multimodal reasoning and planning capabilities. Tasks that demand abstract reasoning, scientific understanding, and precise mathematical computations often expose the limitations of current systems. Even leading AI models face difficulties integrating diverse types… Read More »Google AI Releases Gemini 2.0 Flash Thinking model (gemini-2.0-flash-thinking-exp-01-21): Scoring 73.3% on AIME (Math) and 74.2% on GPQA Diamond (Science) Benchmarks Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Modern NLP applications often demand multi-step reasoning, interaction with external tools, and the ability to adapt dynamically to user queries. Haystack Agents, an innovative feature of the Haystack NLP framework by deepset, exemplifies this new wave of advanced NLP capabilities. Haystack Agents are built… Read More »What are Haystack Agents? A Comprehensive Guide to Tool-Driven NLP with Code Implementation Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have become pivotal in artificial intelligence, powering a variety of applications from chatbots to content generation tools. However, their deployment at scale presents notable challenges. High computational costs, latency, and energy consumption often limit their wider use. Organizations face the… Read More »Snowflake AI Research Open-Sources SwiftKV: A Novel AI Approach that Reduces Inference Costs of Meta Llama LLMs up to 75% on Cortex AI Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Businesses today deal with a reality that is increasingly complex and volatile. Companies across retail, manufacturing, healthcare, and other sectors face pressing challenges in accurate planning and forecasting. Predicting future inventory needs, setting achievable strategic goals, and budgeting effectively involve grappling with ever-changing consumer… Read More »Solve forecasting challenges for the retail and CPG industry using Amazon SageMaker Canvas Aditya Pendyala AWS Machine Learning Blog