Sat.Apr 29, 2023 - Fri.May 05, 2023

article thumbnail

Chatbot Evolution: ChatGPT Vs. Rule-based

Analytics Vidhya

Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.

Chatbots 402
article thumbnail

The Full Story of Large Language Models and RLHF

AssemblyAI

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests. In the past months, an exquisitely human-centric approach called Reinforcement Learning from Human Feedback (RLHF) has rapidly emerged as a tour de force in the realm of AI

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Don’t pause AI development, prioritize ethics instead

IBM Journey to AI blog

The introduction of generative AI systems into the public domain exposed people all over the world to new technological possibilities, implications, and even consequences many had yet to consider. Thanks to systems like ChatGPT, just about anyone can now use advanced AI models that are not only capable of detecting patterns, honing data, and making recommendations as earlier versions of AI would, but also moving beyond that to create new content, develop original chat responses, and more.

article thumbnail

5 Pitfalls in AI-based Learning

Aiiot Talk

Everyone is talking about AI models like ChatGPT and DALL-E today, but what place does AI have in education? Can it help students or does it pose more risks than benefits? As impressive as this technology is, there are some serious pitfalls of AI-based learning that parents, teachers and students should be aware of. 1. The Spread of Misinformation One of the biggest issues with AI today is misinformation and “hallucinated” information.

article thumbnail

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

article thumbnail

Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead

Analytics Vidhya

Geoffrey Hinton, a pioneer in artificial intelligence (AI) referred to as “the Godfather of AI,” has left Google. He has joined a growing chorus of critics warning of the potential dangers of AI systems. In an interview last week, Dr. Hinton expressed concerns about the technology at the heart of chatbots like ChatGPT and warned […] The post Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead appeared first on Analytics Vidhya.

More Trending

article thumbnail

What policymakers need to know about foundation models

IBM Journey to AI blog

The last few years—even the last few months—have seen artificial intelligence (AI) breakthroughs come at a dizzying pace. AI that can generate paragraphs of text as well as a human, create realistic imagery and video from text, or perform hundreds of different tasks has captured the public’s attention. People see AI’s high level of performance, creative potential and, in some cases, the ability for anyone to use them with little to no technical expertise.

article thumbnail

How Do AI-Generated Models Impact the Retail Industry?

Aiiot Talk

Innovation is at an all-time high, and the growth potential is just as promising. Artificial intelligence (AI) is leading the way — especially generative AI, the latest trend that’s here to stay. It’s already having a big impact on retail. What Is Generative AI and Its Role in Retail? Generative AI is an artificial intelligence rapidly gaining popularity and widespread use.

article thumbnail

How to Detect and Handle Deepfakes in the Age of AI?

Analytics Vidhya

Artificial intelligence (AI) has brought many advancements in creating media content nearly indistinguishable from that produced by humans. However, while this technology opens up new possibilities for creativity and innovation, it also poses a significant threat: deepfakes. AI can create manipulated images, videos, or audio files known as deepfakes that can be challenging to identify […] The post How to Detect and Handle Deepfakes in the Age of AI?

article thumbnail

How AI helps Marvin's users spend 60% less time analyzing research data

AssemblyAI

Companies need trained researchers to dig deep and understand customers’ biggest pain points in order to compete in today’s hypercompetitive markets. Thankfully, significant strides in AI research–like the research behind Stable Diffusion, modern Large Language Models, and Poisson Flow Generative Models–have now made AI a formidable co-pilot to help companies ask the right questions, make sense of patterns, and build better products.

article thumbnail

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?

article thumbnail

How to optimize Google Cloud Platform cloud costs with IBM Turbonomic

IBM Journey to AI blog

Google Cloud Platform (GCP) enables customers to build, manage and deploy modern, scalable applications to achieve digital business success. However, due to its complexity, achieving operational excellence in the cloud is difficult. Fundamentally, as a Cloud Operator, you need to ensure great end-user experiences while staying within budget. In this blog post, we will review the various methods of GCP cloud cost management, what problems they address and how GCP users can best use them.

article thumbnail

The Best Learning Paths for AI and Data Leadership

Cassie Kozyrkov

How to muscle up on data-related topics quickly Continue reading on Towards Data Science »

article thumbnail

What is Data Science? A Complete Guide

Analytics Vidhya

Introduction In the modern world, data science(DS) has emerged as one of the most sought-after careers. Fundamentally, it is the art of transforming unstructured data into a usable format and then drawing actionable insights from it. But with technological advancements like machine learning and artificial intelligence, it has become an interdisciplinary area that utilizes computer […] The post What is Data Science?

article thumbnail

OPINION: The world is changing fast. Students need data science instruction ASAP

Flipboard

Artificial intelligence, machine learning, neural nets, blockchain, ChatGPT. What do all these new tools and technologies have in common? They run on the same fuel: data , and lots of it. Netflix machine-learning algorithms, for example, leverage rich user data not just to recommend movies, but to decide which new films to make. Facial recognition software deploys neural nets to leverage pixel data from millions of images.

article thumbnail

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

article thumbnail

Is Artificial Intelligence relevant to insurance?

IBM Journey to AI blog

I love the game of chess and was shocked when IBM’s Deep Blue chess-playing machine defeated the world chess champion in 1997. That ground-shaking event divided the world with excitement and trepidation about a future with thinking machines. In this first of two posts, I investigate the anatomy of artificial intelligence and its impact on insurance.

article thumbnail

Mojo may be the biggest programming advance in decades

fast.ai

I remember the first time I used the v1.0 of Visual Basic. Back then, it was a program for DOS. Before it, writing programs was extremely complex and I’d never managed to make much progress beyond the most basic toy applications. But with VB, I drew a button on the screen, typed in a single line of code that I wanted to run when that button was clicked, and I had a complete application I could now run.

145
145
article thumbnail

AI Model That Can Translate Brain Activity into Text

Analytics Vidhya

With the advancement in artificial intelligence, newer methods of reading the human mind will be at play in 2023. Scientists at the University of Texas at Austin have announced a breakthrough in non-invasive brain activity mapping. The team has developed an AI model using fMRI that can translate brain activity into text. It uses a […] The post AI Model That Can Translate Brain Activity into Text appeared first on Analytics Vidhya.

article thumbnail

Mind-reading technology has arrived

Flipboard

PhD student Jerry Tang prepares to collect brain activity data in the Biomedical Imaging Center at the University of Texas at Austin. | Nolan Zunk/The University of Texas at Austin An AI-powered “brain decoder” can now read your thoughts with surprising accuracy. For a few years now, I’ve been writing articles on neurotechnology with downright Orwellian headlines.

Robotics 181
article thumbnail

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

article thumbnail

Visualizing new ways to protect sharks with data and analytics

SAS Software

Where do hammerhead sharks go at night? And perhaps more importantly, why? Research Scientist and Professor Alex Hearn of the Galapagos Science Center hoped that a team of SAS analytics volunteers would be able to answer that by analyzing data he has collected over nearly two decades. The project is [.

145
145
article thumbnail

‘It’s a New Era for Legal Tech’ – Generative AI + The Law

Artificial Lawyer

Law professor and legal AI expert, Dan Katz, talks to Artificial Lawyer about generative AI and the legal sector. The second and longer version of.

article thumbnail

CBSE to Introduce AI, Coding and Data Science from Class 6th 

Analytics Vidhya

The Central Board of Secondary Education (CBSE) has announced plans to introduce cutting-edge technology subjects such as artificial intelligence (AI), coding, and data science into the school curriculum for students in classes VI to VIII. The move departs from the current practice of offering skill subjects only after class XI. Also Read: Introduction to Artificial […] The post CBSE to Introduce AI, Coding and Data Science from Class 6th appeared first on Analytics Vidhya.

article thumbnail

AI makes non-invasive mind-reading possible by turning thoughts into text

Flipboard

An AI-based decoder that can translate brain activity into a continuous stream of text has been developed, in a breakthrough that allows a person’s thoughts to be read non-invasively for the first time.

AI 182
article thumbnail

The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

article thumbnail

Activation Functions in PyTorch

Machine Learning Mastery

Last Updated on May 3, 2023 As neural networks become increasingly popular in the field of machine learning, it is important to understand the role that activation functions play in their implementation. In this article, you’ll explore the concept of activation functions that are applied to the output of each neuron in a neural network […] The post Activation Functions in PyTorch appeared first on MachineLearningMastery.com.

article thumbnail

How SAS helps Galapagos researchers learn more about phytoplankton populations

SAS Software

Sometimes the smallest creatures can have the biggest impact. Think, for example, of how often you hear about people’s gut microbiomes and their outsized impact on overall health. Now zoom out to a much larger ecosystem and you'll have an idea of what a team of SAS analytics volunteers was [.

115
115
article thumbnail

Anomaly Detection in Credit Card Fraud

Analytics Vidhya

Introduction We live in a world that’s filled with data. Think about it – you probably use multiple online accounts every day, from email to social media to online shopping. But have you ever had a moment where you were using one of these accounts and received a notification on your phone asking if it’s really you trying to […] The post Anomaly Detection in Credit Card Fraud appeared first on Analytics Vidhya.

Algorithm 325
article thumbnail

How quantum computing could transform everything everywhere, but not all at once

Flipboard

Quantum computing could change our perspective on the cosmos. (Illustration: Harmonia Macrocosmica, 1660 / Microsoft, 2022 / Alan Boyle) What does quantum computing have in common with the Oscar-winning movie “Everything Everywhere All at Once” ? One is a mind-blowing work of fiction, while the other is an emerging frontier in computer science — but both of them deal with rearrangements of particles in superposition that don’t match our usual view of reality.

article thumbnail

Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

article thumbnail

Automate the deployment of an Amazon Forecast time-series forecasting model

AWS Machine Learning Blog

Time series forecasting refers to the process of predicting future values of time series data (data that is collected at regular intervals over time). Simple methods for time series forecasting use historical values of the same variable whose future values need to be predicted, whereas more complex, machine learning (ML)-based methods use additional information, such as the time series data of related variables.

article thumbnail

Overlay a curve on a histogram in SAS

SAS Software

In a previous article, I showed how to overlay a density estimate on a histogram by using the Graph Template Language (GTL). However, a SAS programmer asked how to overlay a curve on a histogram when the curve is not a density estimate. In this case, the vertical axis for [.] The post Overlay a curve on a histogram in SAS appeared first on SAS Blogs.

115
115
article thumbnail

Google Afraid of Open-Source Community Outpacing Tech Giants in Language Model Race

Analytics Vidhya

A researcher within Google leaked a document on a public Discord server recently. Discord is an open-source community platform. Many other groups also use it, but Discord is primarily designed for communities of gamers to facilitate voice, video, and text chat. There is much controversy surrounding the document’s authenticity. But what interests people most is […] The post Google Afraid of Open-Source Community Outpacing Tech Giants in Language Model Race appeared first on Analytics