Thu.Feb 01, 2024

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Inverse scaling: Explore things that can go wrong when you increase the size of your language models

Data Science Dojo

In today’s world of AI, we’re seeing a big push from both new and established tech companies to build the most powerful language models. Startups like OpenAI and big tech like Google are all part of this competition. They are creating huge models, like OpenAI’s GPT-4 , which has an impressive 1.76 trillion parameters, and Google’s Gemini , which also has a ton of parameters.

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Heard on the Street – 2/1/2024

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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professionals

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26 Data Science Interview Questions You Should Know

KDnuggets

Learn about the most common questions asked during data science interviews. This blog covers non-technical, Python, SQL, statistics, data analysis, and machine learning questions.

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OLMo is Here, Powered by Mosaic AI + Databricks

databricks

As Chief Scientist (Neural Networks) at Databricks, I lead our research team toward the goal of giving everyone the ability to build and.

AI 331
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Navigating the Future: Generative AI, Application Analytics, and Data

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?

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Are LLMs Outsmarting Humans in Crafting Persuasive Misinformation? 

Analytics Vidhya

Introduction The advancement of language models has caused excitement and concern in the digital world. These sophisticated AI systems can generate human-like text, making them valuable tools for various applications. However, there is growing evidence that language models are used to craft persuasive misinformation, raising questions about their impact on society.

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Dynatrace Extends Unified Observability To Generative AI Apps

Adrian Bridgwater for Forbes

We need to make sure we look at AI functions to look at their provenance, observe their state and status, watch their behavior and scrutinize the validity of the decisions they take.

AI 238

More Trending

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Top 5 AI Podcasts You Can’t Miss in 2024

KDnuggets

Tune in to these 5 AI podcasts at the gym or on your commute to keep up to date with the world of AI.

AI 307
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Experience Realistic Virtual Meetings with Zoom on Apple Vision Pro

Analytics Vidhya

In a revolutionary move set to transform virtual meetings, Zoom is set to launch its innovative app tailored for Apple Vision Pro today. The new application promises to elevate the virtual meeting experience, incorporating augmented reality and virtual reality features. Zoom on Apple’s headset aims to bridge the gap between remote interactions and in-person connections. […] The post Experience Realistic Virtual Meetings with Zoom on Apple Vision Pro appeared first on Analytics Vidhya

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Deep double descent – where data can damage performance

Data Science Dojo

In a world of large language models (LLMs), deep double descent has created a new shift in understanding data and its position in deep learning models. A traditional LLM uses large amounts of data to train a machine-learning model, believing that bigger datasets lead to greater accuracy of results. While OpenAI ‘s GPT, Anthropic’s Claude, and Google’s Gemini are focused on using large amounts of training data for improved performance, the recent phenomenon of deep double desce

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Python List extend() Explained Simply

Analytics Vidhya

Introduction Python’s strength lies in its simplicity, offering developers a versatile toolkit. The extend() method, nestled within the list data structure, stands out as a dynamic tool for efficient list manipulation. In this article, we’ll explore extend() through straightforward examples, providing a simple guide for you to effectively leverage its power in your Python projects. […] The post Python List extend() Explained Simply appeared first on Analytics Vidhya.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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How to generate images with Bard: Yes, you can now

Dataconomy

Google’s chatbot Bard just got updated and now users can generate images with Bard! In an effort to continuously improve the image creation process, the team at Bard has recently released an update that promises to revolutionize the way we create images. With the latest update, Bard now utilizes natural language processing (NLP) and Google Gemini AI to generate images based on text prompts.

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AWS Elastic Beanstalk and AWS Lambda: A Practical Guide & CCP Exam

Analytics Vidhya

Introduction In cloud computing, we face different services designed for specific purposes. AWS (Amazon Web Services) is a formidable force in this landscape. Choosing exemplary service is a notable task, as missteps can lead to higher bills. Once you navigate the complexities, two services, AWS Elastic Beanstalk and AWS Lambda, often become vital concerns.

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Thanksgiving 2023 security incident

Hacker News

On Thanksgiving Day, November 23, 2023, Cloudflare detected a threat actor on our self-hosted Atlassian server. Our security team immediately began an investigation, cut off the threat actor’s access, and no Cloudflare customer data or systems were impacted by this event.

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Building AI Solutions that Matter with Julien Simon

Analytics Vidhya

In this episode of Leading with Data, we are joined by Julien Simon, Chief Evangelist at Hugging Face. With a keen focus on the pragmatic impact of cutting-edge AI trends on businesses, Julien lends his expertise to topics ranging from his journey in AI, community building, and staying abreast of AI advancements to evaluating new […] The post Building AI Solutions that Matter with Julien Simon appeared first on Analytics Vidhya.

AI 285
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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

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.

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A Startup Allegedly ‘Hacked the World.’ Then Came the Censorship—and Now the Backlash

Hacker News

A loose coalition of anti-censorship voices is working to highlight reports of one Indian company’s hacker-for-hire past—and the legal threats aimed at making them disappear.

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Mastering Python’s Random Module

Analytics Vidhya

Introduction The Python random module is a built-in module that provides functionalities related to random number generation. It is often used in scenarios where unpredictability or randomness is required, such as in simulations, games, cryptography, and data shuffling. The module uses a pseudo-random number generator algorithm to produce seemingly random numbers.

Python 281
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Philips hid CPAP machine problems from FDA and patients for years

Hacker News

Tainted CPAP machines and ventilators went to children, the elderly and at least 700,000 veterans despite internal warnings. Company insiders said the devices posed an “unacceptable” risk.

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Microsoft’s AI-Powered ‘Voice Clarity’ Revolutionizes Audio on Windows 11

Analytics Vidhya

Microsoft has introduced an enhancement to Windows 11, unveiling its AI-backed ‘Voice Clarity’ feature. This innovation aims to transform the audio experience for users, particularly in virtual meetings and PC gaming. In this article, we delve into the functionality and impact of Voice Clarity, recently made available on all Windows machines, including those with ARM […] The post Microsoft’s AI-Powered ‘Voice Clarity’ Revolutionizes Audio on Windows 11 appeare

AI 280
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Understanding User Needs and Satisfying Them

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.

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Sorry Appin, We're Not Taking Down Our Article About Your Attempts to Silence

Hacker News

Back in December, we wrote about Appin. We were not writing about the reports (of which there have been many) that the organization that started as a sort of cybersecurity training school, but morphed into a kind of “hack-for-hire” scheme was involved in all sorts of nefarious activity.

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All About init in Python

Analytics Vidhya

Introduction The __init__ method is crucial in object-oriented programming in Python. It is a special method automatically called when an object is created from a class. This method allows us to initialize an object’s attributes and perform any necessary setup or initialization tasks. This article will explore the significance of __init__ in Python, its syntax […] The post All About init in Python appeared first on Analytics Vidhya.

Python 275
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Harvard Faces New Threat of State Tax on $51B Endowment

Hacker News

Harvard University is bracing for two bills in its home state of Massachusetts this year that would target the school’s massive $51 billion endowment and policy of admitting legacy applicants.

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Alibaba Cloud Revolutionizes Generative AI with Serverless Solutions

Analytics Vidhya

Introduction In a groundbreaking move, Alibaba Cloud has introduced a serverless version of its Platform for AI-Elastic Algorithm Service (PAI-EAS) at the AI & Big Data Summit in Singapore. This innovative serverless solution aims to provide a cost-efficient avenue for AI model deployment and inference to individuals and enterprises, revolutionizing the landscape of generative AI […] The post Alibaba Cloud Revolutionizes Generative AI with Serverless Solutions appeared first on Analyti

AI 274
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Embedding BI: Architectural Considerations and Technical Requirements

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.

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Juno – A YouTube Client for Vision Pro

Hacker News

YouTube is probably one of the parts of the internet I consume the most, so I was more than a little sad when YouTube announced that they don’t have plans to build a visionOS app, and disabled the option to load the iPad app. This leaves you with Safari, and the website is okay, but definitely doesn’t feel like a visionOS app. Couple that with visionOS not having the option to add websites to your Home Screen, and YouTube isn’t that convenient on visionOS by default.

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Sorting Lists in Python Using sort() Method

Analytics Vidhya

Introduction The Python list sort() method is a powerful tool for sorting lists in Python. It allows you to sort the elements of a list in either ascending or descending order, based on a specific key. In this blog, we will explore the ins and outs of the Python list sort() method, and how you […] The post Sorting Lists in Python Using sort() Method appeared first on Analytics Vidhya.

Python 267
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UK Wind Farms Are Overstating Their Output

Hacker News

Some of Europe’s biggest energy firms are overstating how much wind power they’ll add to the UK’s creaking grid — receiving millions to flick the off switch.

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OpenAI and Common Sense Media Make AI Safe for Teens

Analytics Vidhya

OpenAI, the trailblazing artificial intelligence (AI) company, has recently forged a partnership with Common Sense Media, a nonprofit organization dedicated to assessing the appropriateness of media and technology for children. This collaboration aims to establish comprehensive AI guidelines and educational materials tailored for teenagers and families.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Starlink's Laser System Is Beaming 42 Petabytes of Data per Day

Hacker News

A SpaceX engineer details how the company is using a fleet of 9,000 lasers over the Starlink constellation to deliver high-speed internet across the globe.

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Mastercard Introduces Advanced AI Models for Fraud Detection

Analytics Vidhya

Mastercard is taking significant strides to integrate AI into its functions. In a recent interview with CNBC, the payments giant disclosed details about its Decision Intelligence Pro, a generative AI model designed to enhance fraud detection within its network. Simultaneously, Mastercard is rolling out the Small Business AI, an initiative aimed at offering personalized guidance […] The post Mastercard Introduces Advanced AI Models for Fraud Detection appeared first on Analytics Vidhya.

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A new way to discover places with generative AI in Maps

Hacker News

We’re incorporating generative AI in Maps, to help you discover things to do. Select U.S. Local Guides begin testing the feature this week.

AI 181
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Cognizant Unveils Flowsource: A Cutting-Edge AI Platform Revolutionizing Software Engineering

Analytics Vidhya

Cognizant Technology Solutions Corp. has just unveiled an addition to the world of software engineering – Flowsource, a generative AI platform poised to reshape how businesses approach technology. In response to the rapidly evolving market dynamics, Cognizant aims to empower enterprises to keep pace with emerging technology, new competitors, and shifting customer demands.

AI 244
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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.