Wed.Dec 13, 2023

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Did ChatGPT Just Crash? OpenAI’s AI Downtime and Swift Recovery!

Analytics Vidhya

The artificial intelligence community encountered a brief setback. ChatGPT, a popular OpenAI-developed chatbot, faced a ‘major outage.’ OpenAI, the creator, confirmed the incident through a website notice. Despite limited details about the problem, OpenAI assured users it was resolved. The unexpected disruption happened between 5:32 pm and 6:10 pm PST, leaving users intermittently unable to […] The post Did ChatGPT Just Crash?

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The three main types of cryptography

IBM Journey to AI blog

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that it may only be read by the intended recipient. The applications of cryptography are endless. From the quotidian end-to-end message authentication on WhatsApp to the practical digital signatures on legal forms or even the CPU-draining ciphers used for mining cryptocurrency , cryptography has become an essential aspect of our digital world and a critical cybersecu

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Phi-2 Unleashed: Language Models with Compact Brilliance

Analytics Vidhya

In a recent development, Microsoft Research’s Machine Learning Foundations team has unveiled Phi-2, the latest addition to their suite of small language models (SLMs). Clocking in at 2.7 billion parameters, Phi-2 defies expectations, showcasing unparalleled reasoning and language understanding capabilities within a surprisingly compact framework.

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Cybersecurity AI Trends to Watch in 2024

Unite.AI

AI transforms cybersecurity by boosting defense and offense. It excels in spotting threats, adapting defenses and ensuring robust data backups. However, challenges include the rise of AI-driven attacks and privacy issues. Responsible AI use is crucial. The future involves human-AI collaboration to tackle evolving trends and threats in 2024. Importance of Staying Updated on Trends Staying updated on AI trends is crucial because it keeps you informed about the latest advancements, ensuring you re

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4 HR Priorities for 2025 to Supercharge Your Employee Experience

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

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Solving Computer Vision Problems with Satya Mallick

Analytics Vidhya

In this episode of Leading with Data, we have Satya Mallick, CEO of OpenCV.org and founder of Big Vision LLC, with us. Satya shares his remarkable journey in computer vision, emphasizing the crucial distinction between image processing and computer vision. From transparency in AI consulting to strategic growth strategies and the transformative impact of Generative […] The post Solving Computer Vision Problems with Satya Mallick appeared first on Analytics Vidhya.

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Decoding vLLM: Strategies for Supercharging Your Language Model Inferences

Analytics Vidhya

Introduction Large Language Models (LLMs) have revolutionized how we interact with computers. However, deploying these models in production can be challenging due to their high memory consumption and computational cost. vLLM, an open-source library for fast LLM inference and serving, addresses these challenges by working with a novel attention algorithm called PagedAttention.

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What is Prompt Tuning?

Unite.AI

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. Unlike traditional model training, which requires retraining the model on a large dataset, prompt tuning only needs a small set of examples or even a well-constructed sentence to influence the model's behavior.

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Mistral AI Introduces Mixtral 8x7B: A Powerful Sparse Mixture-of-Experts Model

Analytics Vidhya

In a move towards advancing artificial intelligence, Mistral AI, a pioneer in delivering cutting-edge open models, has unveiled Mixtral 8x7B. This high-quality sparse mixture-of-experts (SMoE) model with open weights marks a significant leap in the field. Steering away from conventional architectures and training paradigms, Mistral AI aims to empower the developer community with original models, […] The post Mistral AI Introduces Mixtral 8x7B: A Powerful Sparse Mixture-of-Experts Model app

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Seven customer service types that organizations should provide

IBM Journey to AI blog

Conducting the best customer service strategy today requires organizations to invest in several customer service types. This way, organizations can ensure their customer base receives answers to their problems in the format they prefer. Customer service is an integral part of the customer experience. It has increasingly become an omnichannel discipline where every customer prefers to communicate on varying channels.

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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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A Comprehensive NLP Learning Path 2024

Analytics Vidhya

Introduction The year 2023 witnessed groundbreaking advancements in Natural Language Processing (NLP) with the rise of powerful language models like Bard, Gemini, and ChatGPT. These wonders are not just impressive feats of AI evolution – they signify the dawn of a new era where machines can understand and generate human language with unprecedented accuracy and […] The post A Comprehensive NLP Learning Path 2024 appeared first on Analytics Vidhya.

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How to build a successful procurement strategy

IBM Journey to AI blog

The role of procurement extends beyond transactional activities. A procurement strategy allows an organization to navigate an increasingly complex global supply chain, adapt swiftly to market fluctuations, and achieve cost optimization, operational efficiency and growth. By assessing and proactively managing risks inherent in the supply chain , organizations can shield themselves from disruptions and strengthen the resilience of their operations.

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Building a Personalized AI Trading Consultant with GPT-4

Analytics Vidhya

Introduction In recent years, integrating artificial intelligence (AI) in stock trading has revolutionized investors’ decisions. With the emergence of Large Language Models (LLMs) such as GPT-3 and GPT-4, a paradigm shift has occurred, making complex market analyses and insights more accessible to individual investors and traders. This transformative technology leverages vast amounts of data and […] The post Building a Personalized AI Trading Consultant with GPT-4 appeared first on A

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10 reasons you should adopt reliability centered maintenance (RCM) today

IBM Journey to AI blog

There are many articles on equipment failure patterns that infer that a majority of all equipment fails at random , regardless of how much preventive maintenance was done. This claim is often used to encourage asset-intensive industries to evolve their maintenance strategies, invest in instrument equipment and leverage analytics to adopt predictive maintenance approaches.

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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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Meta Used Copyrighted Books for Training Its LLaMA Model, Authors File Lawsuit

Analytics Vidhya

Meta Platforms, formerly Facebook, finds itself entangled in legal turbulence as renowned figures like comedian Sarah Silverman and Pulitzer Prize winner Michael Chabon, among others, unite against the tech giant. The allegations suggest that Meta utilized copyrighted books, despite warnings from its legal team, to train its artificial intelligence models, sparking a contentious battle between […] The post Meta Used Copyrighted Books for Training Its LLaMA Model, Authors File Lawsuit appea

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Humana also using AI tool with 90% error rate to deny care, lawsuit claims

Flipboard

The AI model, nH Predict, is the focus of another lawsuit against UnitedHealth.

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OpenAI Plans Bengaluru Developer Meet to Tackle AI Safety Concerns

Analytics Vidhya

OpenAI, the influential force behind the AI chatbot ChatGPT, is set to host a developer gathering in Bengaluru in January 2024. The primary aim of this event is to engage with Indian developers and collectively address safety challenges linked with artificial intelligence. Anna Makanju, OpenAI’s Vice President of Global Affairs, expressed her enthusiasm about the […] The post OpenAI Plans Bengaluru Developer Meet to Tackle AI Safety Concerns appeared first on Analytics Vidhya.

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Google is rolling out new AI models for health care. Here's how doctors are using them

Flipboard

Google on Wednesday announced MedLM, a suite of new health-care-specific artificial intelligence models designed to help clinicians and researchers …

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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 Generative AI GitHub Repositories to Revisit in 2023

Analytics Vidhya

Introduction As 2023 draws to a close, the landscape of artificial intelligence continues its relentless march forward. Staying abreast of the latest advancements can feel like chasing a moving target. Luckily, a wealth of invaluable resources resides within the vibrant ecosystem of GitHub. Here, we revisit some of the top AI GitHub repositories, offering a […] The post Top Generative AI GitHub Repositories to Revisit in 2023 appeared first on Analytics Vidhya.

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How to stop Dropbox from sharing your personal files with OpenAI

Flipboard

If you've used any of Dropbox's artificial intelligence tools, some of your documents and files may have been shared with OpenAI.

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Deterministic vs Stochastic – Machine Learning Fundamentals

Analytics Vidhya

Deterministic and stochastic models are approaches in various fields, including machine learning and risk assessment. Understanding the differences between these models is crucial for making informed decisions and predictions. This article will explore the pros and cons of deterministic and stochastic models, their applications, and their impact on machine learning and risk assessment.

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Cheating Fears Over Chatbots Were Overblown, New Research Suggests

Flipboard

A.I. tools like ChatGPT did not boost the frequency of cheating in high schools, Stanford researchers say. Last December, as high school and college students began trying out a new A.I.

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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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Top 10 Research Papers on GenAI

Analytics Vidhya

Introduction In the ever-evolving landscape of natural language understanding, researchers continue to push the boundaries of what’s possible through innovative approaches. In this article, we will delve into a collection of groundbreaking research papers on generative AI (GenAI). They explore diverse facets of language models, from improving alignment with human preferences to synthesizing 3D content […] The post Top 10 Research Papers on GenAI appeared first on Analytics Vidhya.

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Dropbox spooks users by sending data to OpenAI for AI search features

Flipboard

AI feature turned on by default worries users; Dropbox responds to concerns.

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Meet LLM360: The First Fully Open-Source and Transparent Large Language Models (LLMs)

Marktechpost

Open-source Large Language Models (LLMs) such as LLaMA, Falcon, and Mistral offer a range of choices for AI professionals and scholars. Yet, the majority of these LLMs have only made available select components like the end-model weights or inference scripts, with technical documents often narrowing their focus to broader design aspects and basic metrics.

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ChatGPT Is Turning the Internet Into Plumbing

Flipboard

What does life online look like filtered through a bot? There is a tension at the heart of ChatGPT that may soon snap. Does the technology expand our world or constrain it?

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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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AMD's New Threadripper Chips Have a Hidden Fuse That Blows When Overclocking Is Enabled

Extreme Tech

The formerly secret fuse will let AMD know you were overclocking if things go sideways.

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Class-action suit accuses another Medicare insurer of using AI to deny care

Flipboard

Health insurer Humana has been using an AI algorithm that systematically denies seniors rehabilitation care recommended by their doctors, according …

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Microsoft AI Releases LLMLingua: A Unique Quick Compression Technique that Compresses Prompts for Accelerated Inference of Large Language Models (LLMs)

Marktechpost

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. These models have shown to be remarkably capable and have showcased the capabilities of Natural Language Processing (NLP), Natural Language Generation (NLG), Computer Vision, etc. However, newer developments, including in-context learning (ICL) and chain-of-thought (CoT) prompting, have resulted in the deployment of longer prompts, sometim