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Introducing ‘Algorithm of Thoughts’ – How Microsoft’s human-like reasoning algorithm could make AI smarter

Data Science Dojo

Virginia Tech and Microsoft unveil the Algorithm of Thoughts, a breakthrough AI method supercharging idea exploration and reasoning prowess in Large Language Models (LLMs). Accelerated Problem-Solving with Reduced Resource Dependency The outcome of this paradigm shift in AI?

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Streaming Langchain: Real-time Data Processing with AI

Data Science Dojo

Artificial intelligence (AI) and natural language processing (NLP) technologies are evolving rapidly to manage live data streams. Moreover, LangChain is a robust framework that simplifies the development of advanced, real-time AI applications. What is Streaming Langchain? Why does Streaming Matter in Langchain?

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Local Search Algorithms in AI: A Comprehensive Guide

Analytics Vidhya

This is where local search algorithms come in. Hill climbing […] The post Local Search Algorithms in AI: A Comprehensive Guide appeared first on Analytics Vidhya. You attempt a couple of approaches but find yourself getting stuck and are unable to move forward.

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Understanding Algorithmic Bias: Types, Causes and Case Studies

Analytics Vidhya

Introduction Have you ever wondered why your social media feed seems to predict your interests with uncanny accuracy, or why certain individuals face discrimination when interacting with AI systems? The answer often lies in algorithmic bias, a complex and pervasive issue within artificial intelligence.

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LLM Benchmarks for Comprehensive Model Evaluation 

Data Science Dojo

This blog delves into the significance of popular benchmarks for LLM and explores some of the most influential LLM benchmarks shaping the future of AI. Beyond ranking, MMLU checks if a model can transfer knowledge between areas, crucial for adaptable AI. What is LLM Benchmarking?

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New Advancements in GenAI are Warding Off an AI Winter

insideBIGDATA

In this analyst piece, Isabel Al-Dhahir, Principal Analyst at GlobalData shares that while delivering on AI is not a straightforward endeavor, advancements in AI algorithms, continued diversification of revenue streams and the rise of SLMs will all see AI and particularly GenAI continue its growth through Q4 and into 2025.

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UVA Researchers Built an AI Algorithm That Understands Physics

insideBIGDATA

However, with a deep learning algorithm created by Stephen Baek, Phong Nguyen and their research team, the process takes less than a second on a laptop.

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