Thu.Oct 17, 2024

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Evolution of Agentic RAG: From Long-context, RAG to Agentic RAG

Analytics Vidhya

So far, various models have served distinct purposes in artificial intelligence. These models have significantly impacted human life, from understanding and generating text based on input to significantly striding in natural language processing. However, while these models set benchmarks for linguistic tasks, they fall short when it comes to adding real-world action and interactions.

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Using Amazon Q Business with AWS HealthScribe to gain insights from patient consultations

AWS Machine Learning Blog

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation.

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A Comprehensive Guide to RAG-to-SQL on Google Cloud

Analytics Vidhya

Text-to-SQL technologies frequently struggle to capture the complete context and meaning of a user’s request, resulting in queries that do not exactly match the intended. While developers work hard to enhance these systems, it is worth questioning if there is a better method. Enter RAG-to-SQL—a new approach that combines natural language understanding with powerful data […] The post A Comprehensive Guide to RAG-to-SQL on Google Cloud appeared first on Analytics Vidhya.

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Adapt or fall behind: The strategic role of AI for forward-thinking CFOs

IBM Journey to AI blog

Chief financial officers (CFOs) are no longer just number crunchers; they are strategic leaders responsible for driving innovation and growth. With advancements in new technologies such as generative AI, finance leaders have remarkable tools to reshape how they operate, innovate and provide value across their organizations. As economic volatility continues to rise, CFOs face increasing pressure to ensure operational efficiency while also spearheading digital transformation.

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The Ultimate Blueprint for an AI-First Contact Center

Start building the AI workforce of the future with our comprehensive guide to creating an AI-first contact center. Learn how Conversational and Generative AI can transform traditional operations into scalable, efficient, and customer-centric experiences. What is AI-First? Transition from outdated, human-first strategies to an AI-driven approach that enhances customer engagement and operational efficiency.

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CrewAI Multi-Agent System for Writing Article from YouTube Videos

Analytics Vidhya

Introduction In the era of an evolving digital world, automation redefines how humans approach everyday tasks, including research, content creation and much more. A new and exciting tool emerging in this field is CrewAI, which enables multiple AI agents to work together, solving complex problems with enhanced creativity and decision-making by prioritising collaborative intelligence.

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Zero-shot Object Detection Using Grounding DINO Base

Analytics Vidhya

Detecting objects in an image requires some accuracy, especially when the image does not only take a box-like shape for easy detection. However, numerous models have provided solutions with state-of-the-art performance in object detection. Zero-shot object detection with the Grounding DINO base is another efficient model that allows you to scan through out-of-box images.

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Revolutionary AI Model Predicts Physical Systems Without Predefined Knowledge

Unite.AI

A recent study by researchers from Archetype AI has unveiled a pioneering AI model capable of generalizing across diverse physical signals and phenomena, marking a significant leap forward in the field of artificial intelligence. The paper, titled “ A Phenomenological AI Foundation Model for Physical Signals, “ proposes a novel approach to building a unified AI model that can predict and interpret physical processes from various domains, all without prior knowledge of the underlying

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The next generation of BI: Powered by IBM Granite foundation models

IBM Journey to AI blog

IBM® Cognos® Analytics has long been recognized as the gold standard in business intelligence (BI). Renowned for its superior reporting capabilities, IBM Cognos offers an unparalleled level of depth and flexibility for organizations looking to extract valuable insights from their data. But what many might not know is how Cognos Analytics has seamlessly integrated artificial intelligence (AI) to revolutionize users’ BI experience.

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DeepMind’s Michelangelo Benchmark: Revealing the Limits of Long-Context LLMs

Unite.AI

As Artificial Intelligence (AI) continues to advance, the ability to process and understand long sequences of information is becoming more vital. AI systems are now used for complex tasks like analyzing long documents, keeping up with extended conversations, and processing large amounts of data. However, many current models struggle with long-context reasoning.

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The Intersection of AI and Sales: Personalization Without Compromise

Speaker: Jesse Hunter and Brynn Chadwick

Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.

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Get Ready to Slay: ‘Dragon Age: The Veilguard’ to Soar Into GeForce NOW at Launch

NVIDIA

Bundle up this fall with GeForce NOW and Dragon Age: The Veilguard with a special, limited-time promotion just for members. The highly anticipated role-playing game (RPG) leads 10 titles joining the ever-growing GeForce NOW library of over 2,000 games. A Heroic Bundle The mother of dragon bundles. Fight for Thedas’ future at Ultimate quality this fall as new and existing members who purchase six months of GeForce NOW Ultimate can get BioWare and Electronic Arts’ epic RPG Dragon Age: The Veilguar

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Babak Hodjat, CTO of AI at Cognizant – Interview Series

Unite.AI

Babak Hodjat is Vice President of Evolutionary AI at Cognizant , and former co-founder and CEO of Sentient. He is responsible for the core technology behind the world’s largest distributed artificial intelligence system. Babak was also the founder of the world's first AI-driven hedge fund, Sentient Investment Management. He is a serial entrepreneur, having started a number of Silicon Valley companies as main inventor and technologist.

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Waterways Wonder: Clearbot Autonomously Cleans Waters With Energy-Efficient AI

NVIDIA

What started as two classmates seeking a free graduation trip to Bali subsidized by a university project ended up as an AI-driven sea-cleaning boat prototype built of empty water bottles, hobbyist helicopter blades and a GoPro camera. University of Hong Kong grads Sidhant Gupta and Utkarsh Goel have since then made a splash with their Clearbot autonomous trash collection boats enabled by NVIDIA Jetson.

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Attribute serverless costs to departments and users with budget policies

databricks

We are excited to announce the Public Preview of Databricks serverless budget policies. Administrators can use budget policies to ensure that the correct.

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The New CX: Your Guide to AI Agents

The guide for revolutionizing the customer experience and operational efficiency This eBook serves as your comprehensive guide to: AI Agents for your Business: Discover how AI Agents can handle high-volume, low-complexity tasks, reducing the workload on human agents while providing 24/7 multilingual support. Enhanced Customer Interaction: Learn how the combination of Conversational AI and Generative AI enables AI Agents to offer natural, contextually relevant interactions to improve customer exp

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New Day, New Windows 11 24H2 Issue: BSODs With Certain SSDs

Extreme Tech

If you use Western Digital (WD) SSDs, we suggest you update your drivers before installing 24H2.

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IoT-LLM: An AI Framework that Integrates IoT Sensor Data with LLMs to Enhance their Perception and Reasoning Abilities in the Physical World

Marktechpost

Widely growing sectors, like Healthcare, logistics, and smart cities, are interconnected on devices that require task reasoning capabilities in the Internet of Things (IoT) systems. This requirement has prompted researchers to find effective ways to integrate real-time data and contextual understanding into Large Language Models (LLMs), which have difficulty interpreting real-world tasks.

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AL NIBs: Thomson Reuters, Legatics, Opus 2 + More

Artificial Lawyer

This site has been experimenting with various approaches to news digests. Here’s a more traditional one, News In Brief, or in journo-speak ‘NIBs’, which is.

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PyTorch 2.5 Released: Advancing Machine Learning Efficiency and Scalability

Marktechpost

The PyTorch community has continuously been at the forefront of advancing machine learning frameworks to meet the growing needs of researchers, data scientists, and AI engineers worldwide. With the latest PyTorch 2.5 release, the team aims to address several challenges faced by the ML community, focusing primarily on improving computational efficiency, reducing start up times, and enhancing performance scalability for newer hardware.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Lawyer Beats AI In Mock Trial Experiment

Artificial Lawyer

Given advances in generative AI, would a person in court assisted primarily by AI be able to outperform a regular human lawyer? Australian law firm, Lander & Rogers, decided to find out.

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Samsung: 42.5Gb/s GDDR7 VRAM Is Coming in 2025

Extreme Tech

The company says it has the highest-capacity, highest-bandwidth GDDR7 memory for next-gen GPUs.

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Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes

Marktechpost

There is a need for flexible and efficient adaptation of large language models (LLMs) to various tasks. Existing approaches, such as mixture-of-experts (MoE) and model arithmetic, struggle with requiring substantial tuning data, inflexible model composition, or strong assumptions about how models should be used. These limitations call for a methodology that can adapt LLMs efficiently without extensive tuning or restrictive assumptions, especially in low-data settings.

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Intel and AMD Are Reportedly Testing 12V-2x6 GPU Power Cables

Extreme Tech

Neither company has joined Nvidia on the single-cable bandwagon, yet.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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#45 Is Prompting a Future-Proof Skill?

Towards AI

Last Updated on October 19, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Over the past few months, we have discussed the AI engineer’s toolkit for building reliable LLM products multiple times. We believe that combining RAG, prompting, and fine-tuning will be key to developing scalable solutions with generative AI.

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Microsoft Raises Alarm About Nation-State Hackers

Extreme Tech

A new report reveals that IT, government, and education organizations are most at risk.

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Katanemo Open Sources Arch-Function: A Set of Large Language Models (LLMs) Promising Ultra-Fast Speeds at Function-Calling Tasks for Agentic Workflows

Marktechpost

One of the biggest hurdles organizations face is implementing Large Language Models (LLMs) to handle intricate workflows effectively. Issues of speed, flexibility, and scalability often hinder the automation of complex workflows requiring coordination across multiple systems. Enterprises struggle with the cumbersome nature of configuring LLMs for seamless collaboration across data sources, making it challenging to adopt them for operational efficiency.

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A Humanoid Robot's Painting Will Be Auctioned Off Via Sotheby's in World First

Extreme Tech

The painting—a commemoration of the late computer scientist Alan Turing—is expected to go for at least $120k.

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Relevance, Reach, Revenue: How to Turn Marketing Trends From Hype to High-Impact

Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader

Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.

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How Large Language Models (LLMs) can Perform Multiple, Computationally Distinct In-Context Learning (ICL) Tasks Simultaneously

Marktechpost

Large Language Models (LLMs) have demonstrated remarkable proficiency in In-Context Learning (ICL), which is a technique that teaches them to complete tasks using just a few examples included in the input prompt and no further training. One of the primary features of ICL is that these models can manage several computationally different ICL tasks simultaneously in a single inference session; the phenomenon is called superposition.

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Surface Laptop With Intel Lunar Lake Spotted Online

Extreme Tech

The machine will reportedly launch in 2025 at about $2,600.

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Sustainable Manufacturing and Design: How Digital Twins Are Driving Efficiency and Cutting Emissions

NVIDIA

Improving the sustainability of manufacturing involves optimizing entire product lifecycles — from material sourcing and transportation to design, production, distribution and end-of-life disposal. According to the International Energy Agency, reducing the carbon footprint of industrial production by just 1% could save 90 million tons of CO₂ emissions annually.

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