Analytics Vidhya

DECEMBER 13, 2023

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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Unite.AI

DECEMBER 13, 2023

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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Analytics Vidhya

DECEMBER 13, 2023

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.

Machine Learning 306

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Unite.AI

DECEMBER 13, 2023

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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Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Analytics Vidhya

DECEMBER 13, 2023

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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Analytics Vidhya

DECEMBER 13, 2023

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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IBM Journey to AI blog

DECEMBER 13, 2023

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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Analytics Vidhya

DECEMBER 13, 2023

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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IBM Journey to AI blog

DECEMBER 13, 2023

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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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Generative AI

Analytics Vidhya

DECEMBER 13, 2023

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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IBM Journey to AI blog

DECEMBER 13, 2023

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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Analytics Vidhya

DECEMBER 13, 2023

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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Flipboard

DECEMBER 13, 2023

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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Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Analytics Vidhya

DECEMBER 13, 2023

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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Flipboard

DECEMBER 13, 2023

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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Analytics Vidhya

DECEMBER 13, 2023

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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Flipboard

DECEMBER 13, 2023

Hyperplane, a San Francisco-based startup that is building foundation models to help banks predict customer behavior, is coming out of stealth today by announcing a $6 million funding round led by former Stripe exec Lachy Groom, who was joined by SV Angel, Clocktower Technology Ventures, Liquid2 Ventures, Soma Capital, Latitud, Atman Capital, Crestone VC and […] © 2023 TechCrunch.

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Data Analysis

Analytics Vidhya

DECEMBER 13, 2023

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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Flipboard

DECEMBER 13, 2023

Google has done it again. The search giant announced the launch of MusicFX today, a groundbreaking new experimental tool that enables users to generate their own music using AI.

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Analytics Vidhya

DECEMBER 13, 2023

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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Flipboard

DECEMBER 13, 2023

Google thinks that there’s an opportunity to offload more healthcare tasks to generative AI models — or at least, an opportunity to recruit those models to aid healthcare workers in completing their tasks. Today, the company announced MedLM, a family of models fine-tuned for the medical industries.

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Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

Analytics Vidhya

DECEMBER 13, 2023

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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Flipboard

DECEMBER 13, 2023

Research suggests AI could diagnose depression from health records or even social media posts. And it could overcome GP bias when it comes to prescribing medications.

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Marktechpost

DECEMBER 13, 2023

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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Flipboard

DECEMBER 13, 2023

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

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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

Artificial Intelligence

Marktechpost

DECEMBER 13, 2023

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

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Flipboard

DECEMBER 13, 2023

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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Marktechpost

DECEMBER 13, 2023

The well-known Large Language Models (LLMs) like GPT, BERT, PaLM, and LLaMA have brought in some great advancements in Natural Language Processing (NLP) and Natural Language Generation (NLG). These models have been pre-trained on large text corpora and have shown incredible performance in multiple tasks, including question answering, content generation, text summarization, etc.

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