Tue.Apr 30, 2024

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Med-Gemini : A New AI Model Reaching 91.1% Accuracy in Medical Diagnostics

Analytics Vidhya

Researchers from Google and DeepMind have introduced Med-Gemini, a new generation of AI models specifically tailored for medical applications. Building on the strengths of the 2023 Gemini models renowned for language processing, multimodal understanding, and long-context reasoning, Med-Gemini significantly enhances these capabilities for healthcare applications.

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Securing Digital Content: Mitigating Cybersecurity Risks in AI Content Marketing

Aiiot Talk

Content marketers increasingly use artificial intelligence (AI) tools. What are some of the biggest cybersecurity risks of this approach and how can you manage them? Data Leaks “A December 2023 study found 31% of people who use generative AI tools had put sensitive information into them. Such behaviours could compromise clients’ data, making it more difficult to maintain trust and retain their business.

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From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs

Analytics Vidhya

Introduction Every week, new and more advanced Large Language Models (LLMs) are released, each claiming to be better than the last. But how can we keep up with all these new developments? The answer is the LMSYS Chatbot Arena. The LMSYS Chatbot Arena is an innovative platform created by the Large Model Systems Organization, a […] The post From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs appeared first on Analytics Vidhya.

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AI’s Inner Dialogue: How Self-Reflection Enhances Chatbots and Virtual Assistants

Unite.AI

Recently, Artificial Intelligence (AI) chatbots and virtual assistants have become indispensable, transforming our interactions with digital platforms and services. These intelligent systems can understand natural language and adapt to context. They are ubiquitous in our daily lives, whether as customer service bots on websites or voice-activated assistants on our smartphones.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Best Python Tricks in Jupyter Notebook

Analytics Vidhya

Introduction Python is a popular programming language for its simplicity and readability. When it is combined with Jupyter Notebook, it offers interactive experimentation, documentation of code and data. This article discusses Python tricks in Jupyter Notebook to enhance coding experience, productivity, and understanding. Keyboard shortcuts, magic commands, interactive widgets, and visualization tools can streamline workflow […] The post Best Python Tricks in Jupyter Notebook appeared firs

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ChatGPT’s New ‘Memory’ Feature Enhances Personalized Interactions

Analytics Vidhya

OpenAI has added a new ‘Memory’ feature for ChatGPT Plus subscribers. It allows the AI-powered chatbot to remember and utilize personalized information shared during conversations. This enhancement aims to streamline personalized interactions and improve the overall experience of using ChatGPT. Also Read: Open AI’s ChatGPT Announced a New Feature: Image Editing Understanding ChatGPT’s Memory Feature […] The post ChatGPT’s New ‘Memory’ Feature Enhances Personalized Interac

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Beyond the Human Eye: Enhancing Nondestructive Testing with AI Insights

Aiiot Talk

Nondestructive Testing (NDT) has long been a crucial aspect of quality assurance in structures and materials across various industries. Traditionally, NDT relied heavily on manual inspection techniques and human expertise, but the process has undergone a transformative evolution with the advent of AI and machine learning (ML). These advancements have ushered in a paradigm shift in the effectiveness of non-invasive inspections.

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Build Custom Retriever using LLamaIndex and Gemini

Analytics Vidhya

Introduction Retriever is the most important part of the RAG(Retrieval Augmented Generation) pipeline. In this article, you will implement a custom retriever combining Keyword and Vector search retriever using LlamaIndex. Chat with Multiple Documents using Gemini LLM is the project use case on which we will build this RAG pipeline. To begin with the project, […] The post Build Custom Retriever using LLamaIndex and Gemini appeared first on Analytics Vidhya.

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ScrapeGraphAI: A Web Scraping Python Library that Uses LLMs to Create Scraping Pipelines for Websites, Documents, and XML Files

Marktechpost

Extracting information quickly and efficiently from websites and digital documents is crucial for businesses, researchers, and developers. They require specific data from various online sources to analyze trends, monitor competitors, or gather insights for strategic decisions. Collecting this data can be time-consuming and prone to errors, presenting a significant challenge in data-driven industries.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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GPT2-chatbot: Is it Better than GPT4 and Claude Opus?

Analytics Vidhya

Introduction Have you heard about GPT2-chatbot? It has set the whole town abuzz! This new artificial intelligence (AI) model has recently emerged and is causing quite a stir in the tech community. This enigmatic model has been released without official documentation, leading to speculation about its origins and capabilities. However, with its impeccable performance compared […] The post GPT2-chatbot: Is it Better than GPT4 and Claude Opus?

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Gradformer: A Machine Learning Method that Integrates Graph Transformers (GTs) with the Intrinsic Inductive Bias by Applying an Exponential Decay Mask to the Attention Matrix

Marktechpost

Graph Transformers (GTs) have successfully achieved state-of-the-art performance on various platforms. GTs can capture long-range information from nodes that are at large distances, unlike the local message-passing in graph neural networks (GNNs). In addition, the self-attention mechanism in GTs permits each node to look at other nodes in a graph directly, helping collect information from arbitrary nodes.

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Let the Prompt Battle Begin #12

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #12 appeared first on Analytics Vidhya.

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REBEL: A Reinforcement Learning RL Algorithm that Reduces the Problem of RL to Solving a Sequence of Relative Reward Regression Problems on Iteratively Collected Datasets

Marktechpost

Initially designed for continuous control tasks, Proximal Policy Optimization (PPO) has become widely used in reinforcement learning (RL) applications, including fine-tuning generative models. However, PPO’s effectiveness relies on multiple heuristics for stable convergence, such as value networks and clipping, making its implementation sensitive and complex.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Top 6 AI Logo Generators for Small Businesses in 2024

Analytics Vidhya

Introduction With the development of AI in 2024, small businesses can now affordably and quickly produce logos of superior quality. Customized logos are created by these technologies based on user preferences and brand identity using AI and machine learning algorithms. Small companies may now design distinctive and polished logos that make an impression on their […] The post Top 6 AI Logo Generators for Small Businesses in 2024 appeared first on Analytics Vidhya.

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Exploring Parameter-Efficient Fine-Tuning Strategies for Large Language Models

Marktechpost

Large Language Models (LLMs) signify a revolutionary leap in numerous application domains, facilitating impressive accomplishments in diverse tasks. Yet, their immense size incurs substantial computational expenses. With billions of parameters, these models demand extensive computational resources for operation. Adapting them to specific downstream tasks becomes particularly challenging due to their vast scale and computational requirements, especially on hardware platforms limited by computatio

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RAG and Streamlit Chatbot: Chat with Documents Using LLM

Analytics Vidhya

Introduction This article aims to create an AI-powered RAG and Streamlit chatbot that can answer users questions based on custom documents. Users can upload documents, and the chatbot can answer questions by referring to those documents. The interface will be generated using Streamlit, and the chatbot will use open-source Large Language Model (LLM) models, making […] The post RAG and Streamlit Chatbot: Chat with Documents Using LLM appeared first on Analytics Vidhya.

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InternVL 1.5 Advances Multimodal AI with High-Resolution and Bilingual Capabilities in Open-Source Models

Marktechpost

Multimodal large language models (MLLMs) integrate text and visual data processing to enhance how artificial intelligence understands and interacts with the world. This area of research focuses on creating systems that can comprehend and respond to a combination of visual cues and linguistic information, mimicking human-like interactions more closely.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Amazon Q Business and Amazon Q in QuickSight empowers employees to be more data-driven and make better, faster decisions using company knowledge

AWS Machine Learning Blog

Today, we announced the General Availability of Amazon Q, the most capable generative AI powered assistant for accelerating software development and leveraging companies’ internal data. “During the preview, early indications signaled Amazon Q could help our customers’ employees become more than 80% more productive at their jobs; and with the new features we’re planning on introducing in the future, we think this will only continue to grow,” shared Dr.

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GPT-4.5 or GPT-5? Unveiling the Mystery Behind the ‘gpt2-chatbot’: The New X Trend for AI

Marktechpost

Artificial intelligence is constantly advancing, and there’s always something new to be excited about. A few moments ago, a cutting-edge AI model called “gpt2-chatbot” was making waves in X’s AI community (Twitter). This new large language model (LLM) has generated a lot of discussion and curiosity among AI experts and enthusiasts, who are eager to know more about it, constantly trying to find its full potential and speculating about its capabilities.

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To keep fish and shrimp healthy, farmers in Indonesia now have a copilot to help

Microsoft AI

Indonesia's eFishery built an AI copilot on Azure OpenAI Service to help fish and shrimp farmers achieve higher yields, more sustainably.

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Build private and secure enterprise generative AI apps with Amazon Q Business and AWS IAM Identity Center

AWS Machine Learning Blog

As of April 30, 2024 Amazon Q Business is generally available. Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems. Your employees can access enterprise content securely and privately using web applications built with Amazon Q Business.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Edge AI and It’s Advantages over Traditional AI

Marktechpost

Edge artificial intelligence (Edge AI) involves implementing AI algorithms and models on local devices like sensors or IoT devices at the network’s periphery. This setup allows for immediate data processing and analysis, reducing dependence on cloud infrastructure. Consequently, it empowers devices to make intelligent decisions quickly and autonomously without the need for data from distant servers or cloud systems.

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Human Activity Is Affecting How Fluids Move Under Earth's Surface

Extreme Tech

The 'out of sight, out of mind' effects of lithium extraction, oil and natural gas drilling, and other subsurface activities are taking place about 500 meters beneath our feet.

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This AI Research from Cohere Discusses Model Evaluation Using a Panel of Large Language Models Evaluators (PoLL)

Marktechpost

Large Language Models (LLMs) are advancing at a very fast pace in recent times. However, the lack of adequate data to thoroughly verify particular features of these models is one of the main obstacles. An additional layer of complication arises when evaluating the precision and caliber of a model’s free-form text production on its own. In order to address these issues, a lot of evaluations now use LLMs as judges to score the caliber of results produced by other LLMs.

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Samsung to Introduce 3rd Generation Gate-All-Around 2nm Transistors in 2025

Extreme Tech

The company is already the industry leader when it comes to gate-all-around transistors, but so far it's yet to really make a dent in TSMC's market share.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Enhance customer service efficiency with AI-powered summarization using Amazon Transcribe Call Analytics

AWS Machine Learning Blog

In the fast-paced world of customer service, efficiency and accuracy are paramount. After each call, contact center agents often spend up to a third of the total call time summarizing the customer conversation. Additionally, manual summarization can lead to inconsistencies in the style and level of detail due to varying interpretations of note-taking guidelines.

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Calibrating the Mosaic Evaluation Gauntlet

databricks

A good benchmark is one that clearly shows which models are better and which are worse. The Databricks Mosaic Research team is dedicated.

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Meet Electric Atlas: A New Era of Robotics by Boston Dynamics

Marktechpost

Boston Dynamics has been at the forefront of robotics innovation for decades, and its latest offering— the fully electric Atlas robot —marks a significant milestone in the field. As it announces the retirement of its hydraulic Atlas, a new era begins with an electric version poised to transform real-world applications across various industries. Image Source A Decade of Groundbreaking Work Atlas’s journey started over a decade ago when Boston Dynamics was among the few companies investing h

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