Sat.May 13, 2023 - Fri.May 19, 2023

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OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level

Analytics Vidhya

In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes. Even data scientists have trouble explaining why a model responds in a particular manner, leading to inventing facts out of nowhere. […] The post OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level appeared first on Analytics Vidhya.

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Beijing launches campaign against AI-generated misinformation

AI News

China’s Cyberspace Administration (CAC) has launched a campaign to combat fake news generated by AI. The crackdown is focused on news providers, including short video platforms and popular search lists. The CAC specifically highlighted manipulative practices such as the use of AI virtual anchors, forged studio scenes, fake news accounts mimicking legitimate ones, and the manipulation of news to create misleading storylines.

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Is AI Here to Enhance Human Employees or Replace Them?

Aiiot Talk

AI has captured the world’s attention. Thanks to popular tools like ChatGPT, AI is more relevant than ever, and businesses are trying to capitalize on the technology. However, this rising adoption has some workers feeling unsure of their future. Many businesses and AI enthusiasts cite how the technology won’t replace you but rather help you do your job more efficiently.

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IBM named a Leader in the latest Forrester Wave™ report for AI Decisioning

IBM Journey to AI blog

Forrester Research just released “ The Forrester Wave™: AI Decisioning Platforms, Q2 2023: The 13 Providers That Matter Most And How They Stack Up ” by Mike Gualtieri with Aaron Katz, Catherine Marcin, and Jen Barton, and IBM is proud to be recognized as a Leader. This report outlines the combination of traditional decision automation tools with machine learning models and other technologies.

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How To Get Promoted In Product Management

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.

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One-Stop Framework Building Applications with LLMs

Analytics Vidhya

Introduction Large Language Models (LLMs) have been gaining popularity for the past few years. And with the entry of Open AIs ChatGPT, there was a massive popularity gain in the Industry towards these LLMs. These Large Language Models are being worked upon to create different applications from Question Answering Chatbots to Text Generators to Conversational […] The post One-Stop Framework Building Applications with LLMs appeared first on Analytics Vidhya.

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Just Calm Down About GPT-4 Already

Flipboard

Rapid and pivotal advances in technology have a way of unsettling people, because they can reverberate mercilessly, sometimes, through business, employment, and cultural spheres. And so it is with the current shock and awe over large language models, such as GPT-4 from OpenAI. It’s a textbook example of the mixture of amazement and, especially, anxiety that often accompanies a tech triumph.

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Leveraging partnerships, technology, and design to enhance water quality through the inaugural Aquality app

IBM Journey to AI blog

Summary: Together with IBM, Deltares is working to enhance and expand the reach of its Aquality app, formerly called the Nitrate app. The tool can help farmers improve water quality, protect biodiversity, save on fertilizer costs and make farming practices more sustainable. The Aquality app leverages technologies such as machine learning to help communities detect nitrate pollution and other quality characteristics in water and is experimenting with artificial intelligence to provide feedback an

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Top 5 AI Tools for Google Sheets

Analytics Vidhya

Introduction Spreadsheets are a fundamental tool used in businesses worldwide. They help with organizing data, tracking financials, and much more. However, handling large amounts of data can be time-consuming and error-prone. Fortunately, artificial intelligence (AI) has revolutionized how we use spreadsheets. There are now many AI tools available that can automate manual tasks and streamline […] The post Top 5 AI Tools for Google Sheets appeared first on Analytics Vidhya.

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What are Large Language Models

Machine Learning Mastery

Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a […] The post What are Large Language Models appeared first on MachineLearningMastery.com.

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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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What Higher Ed Gets Wrong About AI Chatbots — From the Student Perspective

Flipboard

As a doctoral student at the University of California at Los Angeles, I was among those who got a recent campus-wide email with an urgent directive: Don’t use AI chatbots like ChatGPT or Bard or Bing, as doing so “is equivalent to receiving assistance from another person.” Upon reading it, I took a pause. I’m a former educator in the process of writing my dissertation for my Doctorate of Education, as part of a part-time program while working a full-time job at Google.

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GPT-4: Exploring the Advanced Capabilities of the Next-Generation Language Model

Becoming Human

Generative Pre-trained Transformer 4 (GPT-4) is the latest iteration of the groundbreaking GPT series of language models developed by OpenAI. As an advanced artificial intelligence (AI) model, GPT-4 builds upon the success of its predecessor, GPT-3, while exhibiting enhanced capabilities in natural language processing (NLP), understanding, and generation.

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Data Mining vs Machine Learning: Choosing the Right Approach

Analytics Vidhya

Data mining and machine learning are two closely related yet distinct fields in data analysis. With both techniques extracting valuable insights, it becomes crucial to understand their characteristics, applications, and methodologies. What is data mining vs machine learning? How do they differ in terms of goals and approaches? This article aims to shed light on […] The post Data Mining vs Machine Learning: Choosing the Right Approach appeared first on Analytics Vidhya.

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Larger language models do in-context learning differently

Google Research AI blog

Posted by Jerry Wei, Student Researcher, and Denny Zhou, Principal Scientist, Google Research There have recently been tremendous advances in language models, partly because they can perform tasks with strong performance via in-context learning (ICL), a process whereby models are prompted with a few examples of input-label pairs before performing the task on an unseen evaluation example.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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OpenAI is offering a free class in prompt engineering for devs

Flipboard

Whether or not AI lives up to the hype surrounding it will largely depend on good prompt engineering. Prompt engineering is the key to unlocking useful — and usable — outputs from generative AI, such as ChatGPT or its image-making counterpart DALL-E.

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Revolutionary AI Use Cases In The Logistics Industry

Becoming Human

The transportation and logistics industry has undergone a massive change with the introduction of artificial intelligence. After the pandemic, the adoption of automation is huge and helping with smarter digital transformations. The WTO is getting vocal about the introduction of AI technologies to help the transport and logistics industry to excel in a better way.

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Microsoft Invests in No-Code App Builder Builder.ai

Analytics Vidhya

Microsoft has announced its investment in Builder.ai, a London-based no-code app builder that uses artificial intelligence (AI) to break down software development into reusable Lego-like features. The tech giant has not disclosed the amount of its equity investment. Still, the collaboration will accelerate the go-to-market growth of Builder.ai’s platform through product connections across the Microsoft […] The post Microsoft Invests in No-Code App Builder Builder.ai appeared first on

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Using reinforcement learning for dynamic planning in open-ended conversations

Google Research AI blog

Posted by Deborah Cohen, Staff Research Scientist, and Craig Boutilier, Principal Scientist, Google Research As virtual assistants become ubiquitous, users increasingly interact with them to learn about new topics or obtain recommendations and expect them to deliver capabilities beyond narrow dialogues of one or two turns. Dynamic planning, namely the capability to look ahead and replan based on the flow of the conversation, is an essential ingredient for the making of engaging conversations wit

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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ChatGPT is about to revolutionize cybersecurity

Flipboard

Unless you purposely avoid social media or the internet completely, you’ve likely heard about a new AI model called ChatGPT, which is currently open to the public for testing. This allows cybersecurity professionals like me to see how it might be useful to our industry.

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A quick introduction to the Large language model (ChatGPT)

Becoming Human

Introduction Over the past decade, major breakthroughs have been made in the field of Artificial Intelligence (AI). When it comes to AI, there are a number of subfields, like Natural Language Processing (NLP). One of the models used for NLP is the Large Language Model (LLMs). LLMs are designed to process vast amounts of text data and use advanced neural network architectures to learn the patterns and relationships between words, phrases, and concepts in natural language.

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How to Evaluate a Large Language Model (LLM)?

Analytics Vidhya

Introduction With the release of Chatgpt and other Large Language Models (LLMs), there has been a significant increase in the number of models available. New LLMs are being released every other day. Despite this, there is still no fixed or standardized way to evaluate the quality of these Large Language models. This article will review […] The post How to Evaluate a Large Language Model (LLM)?

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17 Astonishing ChatGPT Use Cases That Will Blow Your Mind

Chatbots Life

The ChatGPT community has been on fire lately, discovering amazing new uses for ChatGPT. The potential applications of ChatGPT are boundless and enticing. It’s early on in the process. The content world has been flipped upside down by artificial intelligence, and businesses are scrambling to understand the legal and ethical ramifications of this. Still, it’s amazing when advanced AI is used for mundane jobs.

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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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6 major risks of using ChatGPT, according to a new study

Flipboard

For all of the good things you can do with OpenAI's new chatbot, you also need to be aware of its challenges in order to use it well.

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Announcing the General Availability of Databricks SQL Serverless !

databricks

Today, we are thrilled to announce that serverless compute for Databricks SQL is Generally Available on AWS and Azure! Databricks SQL (DB SQL).

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Are Plugins and Web Browsing in ChatGPT of Any Use?

Analytics Vidhya

Introduction OpenAI’s recent announcement about the massive update for ChatGPT Plus users has garnered a lot of attention. The new update includes access to web browsing and over 70 beta plugins. These plugins offer a range of features, from text-to-audio conversions to real-time data on stocks and crypto. As an AI chatbot, ChatGPT is designed […] The post Are Plugins and Web Browsing in ChatGPT of Any Use?

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How Customer Service Chatbots Can Improve The Customer Experience

Chatbots Life

A customer service chatbot has become a requisite for achieving great customer satisfaction. 60% of millennials prefer chatbots to have their queries addressed! While chatbots make a route to savings on customer support costs and valuable time, their interaction with your customers can also be a game-changer in the customer experience domain — for good. 40% of people do not bother whether it is a chatbot or a human agent as long as their query is answered efficiently.

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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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How AI Will Change the Way Patients Get Medication

Flipboard

There is a huge opportunity for PBMs and health systems to use AI to help address the challenges surrounding the affordability and accessibility of medicines, from navigating formularies to resolving prior authorization. More automation in pharmacies and with ordering workflows is one piece of that puzzle.

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5 mental health myths: What does the data say?

SAS Software

Mental Health Month is an important time to honor and raise awareness around mental illness and mental wellness. Correcting and combating stigma and discrimination, including with data, is one of the month’s major goals. It’s hard to talk about mental health without also addressing substance use disorders (including opioids), homelessness [.] 5 mental health myths: What does the data say?

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Google Announced “Help Me Write” Feature in Gmail – How to Use It?

Analytics Vidhya

The necessity for efficient and effective communication has grown as the world becomes increasingly digital. People are constantly seeking for ways to reduce the amount of time they spend writing emails as it is one of the most common modes of communication. To solve this issue, a new feature for Gmail was announced by Google […] The post Google Announced “Help Me Write” Feature in Gmail – How to Use It?