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Imagine you have a single photograph of a person and wish to see them come alive in a video, moving and expressing emotions naturally. ByteDance’s latest AI-powered model, DreamActor-M1, makes this possible by transforming static images into dynamic, realistic animations. This article explores how DreamActor-M1 works, its technical design, and the important ethical considerations that […] The post ByteDance’s DreamActor-M1 Turns Photos into Videos appeared first on Analytics Vi
After The New York Times sued OpenAI in December 2023alleging that ChatGPT outputs violate copyrights by regurgitating news articlesthe ChatGPT maker tried and failed to argue that the claims were time-barred. According to OpenAI, the NYT should have known that ChatGPT was being trained on its articles and raised its lawsuit in 2020, partly because of the newspaper's own reporting.
What if I told you that AI can now outperform humans in some of the most complex video games? AI now masters Minecraft too. It is a game where players explore, mine, build, and craft with the goal of finding rare diamonds. Until recently, training AI for Minecraft needed lots of human data and custom […] The post Google’s DeepMind Masters Minecraft Without Human Data appeared first on Analytics Vidhya.
Organizations deploying generative AI applications need robust ways to evaluate their performance and reliability. When we launched LLM-as-a-judge (LLMaJ) and Retrieval Augmented Generation (RAG) evaluation capabilities in public preview at AWS re:Invent 2024 , customers used them to assess their foundation models (FMs) and generative AI applications, but asked for more flexibility beyond Amazon Bedrock models and knowledge bases.
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Text generation models are exceptional tools for both research purposes and applications. One of their strengths is their capabilities, which come from their architecture, training, and large datasets. These features shape how these models work. TeapotAIs open-source model is a good example of a model that stands out with its work in TeapotLLM. This is […] The post Try TeapotLLM for Reliable Q&A, RAG, and Info Extraction appeared first on Analytics Vidhya.
This post is co-written with Paul Pagnan from Lumi. Lumi is a leading Australian fintech lender empowering small businesses with fast, flexible, and transparent funding solutions. They use real-time data and machine learning (ML) to offer customized loans that fuel sustainable growth and solve the challenges of accessing capital. Their goal is to provide fast turnaround times hours instead of daysto set them apart from traditional lenders.
Have you ever thought about how to evaluate AI text evaluation effectively? Whether it’s text summarization, chatbot responses, or machine translation, we need a means to compare AI results to human expectations. This is where METEOR comes in useful! METEOR (Metric for Evaluation of Translation with Explicit Ordering) is a powerful evaluation metric designed to […] The post How METEOR Improves AI Text Evaluation?
Have you ever thought about how to evaluate AI text evaluation effectively? Whether it’s text summarization, chatbot responses, or machine translation, we need a means to compare AI results to human expectations. This is where METEOR comes in useful! METEOR (Metric for Evaluation of Translation with Explicit Ordering) is a powerful evaluation metric designed to […] The post How METEOR Improves AI Text Evaluation?
Amazon is testing “Buy for Me,” a new AI shopping agent that finds products on third-party sites when theyre not available on Amazon itself. The feature, announced in a blog post , allows users to request and purchase items without leaving the Amazon Shopping app. This move puts Amazon in competition with OpenAI, Google, and Perplexity, all of which have launched similar AI shopping agents.
This post is divided into three parts; they are: What Is Auto Classes How to Use Auto Classes Limitations of the Auto Classes There is no class called "AutoClass" in the transformers library.
In its first cybersecurity investment, OpenAI co-led a $43 million Series A funding round for Adaptive Security, a startup specializing in defending against AI-driven deepfake attacks. With generative AI enhancing the capabilities of hackers, including the ability to create convincing deepfakes and counterfeit documents, OpenAI is directly addressing the rising threat by backing AI-driven defense mechanisms.
In the drive to remain competitive, businesses today are turning to AI to help them minimize cost and maximize efficiency. Its incumbent on them to find the most suitable AI modelthe one that will help them achieve more while spending less. For many businesses, the migration from OpenAIs model family to Amazon Nova represents not only a shift in model but a strategic move toward scalability, efficiency, and broader multimodal capabilities.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Microsoft CEO Satya Nadella opens the Copilot and 50th anniversary event Friday. (GeekWire Photo / Kevin Lisota) REDMOND, Wash. Microsoft on Friday unveiled a series of updates to its Copilot AI assistant for consumers, including a new personalized memory feature designed to recall details from a users life across conversations. Microsoft says the new memory feature allows Copilot to retain information such as a users favorite foods, entertainment preferences and personal milestones, enabling m
AI could inject $4.8 trillion into the global market by 2033, but the UN warns that the benefits of this technology remain concentrated in a few hands, potentially affecting 40% of jobs worldwide and increasing inequality between nations. The U.N. Trade and Development agency (UNCTAD) released a report on Thursday projecting the AI market cap to equal roughly the size of Germany’s economy, while also cautioning against automation, job displacement and concentrated economic gains.
In recent years, we’ve witnessed an exciting shift in how AI systems interact with users, not just answering questions, but reasoning, planning, and taking actions. This transformation is driven by the rise of agentic frameworks like Autogen, LangGraph, and CrewAI. These frameworks enable large language models (LLMs) to act more like autonomous agentscapable of making […] The post Guide to Semantic Kernel appeared first on Analytics Vidhya.
Capitec error code 011 is frustrating but fixable. It usually appears when users try to install or log in to the Capitec app, often linked to network issues, device compatibility, or app verification failures. Heres everything you need to know about what causes it, how to fix it, and what to do if the problem persists. What is Capitec error code 011 and why does it happen?
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Ive worked on many different types of systems, platforms, operating systems, and hardware over the years. For software development, one aspect that has remained fairly consistent is the use of Git. Knowing some of the basic, no-nonsense approaches of working with Git has proven extremely valuable, as these approaches tend [.] The post Integrate Git Repositories via SSH appeared first on SAS Blogs.
Android 15’s Theft Detection Lock, designed to foil phone snatchers, may be a little too enthusiastic. Users report the feature is locking them out of their own devices even when no theft is occurring. The Theft Detection Lock is part of Googles Android 15 security enhancements. It uses AI and other parameters to detect forceful removal of a phone from its owner.
Data-centric AI is revolutionizing how organizations approach artificial intelligence by shifting the focus from algorithm optimization to the quality of the data supporting these algorithms. This approach recognizes that even the most sophisticated models are only as good as the data they are trained on. As industries increasingly rely on AI for decision-making, understanding the significance of data quality becomes critical for success.
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Honor is entering the mid-range arena with its new “Power” lineup, expected in 2025. The company teased a device on Weibo featuring a large battery and other impressive specs, while leaks and certifications suggest an upcoming launch, according to Gizmochina. On April 1, Honor teased the Power lineup by stating, “Good morning! Tell everyone a big deal!
For its 50th birthday, Microsoft is teaching its AI-powered Copilot chatbot a few new tricks. Copilot can now take action on most websites, Microsoft says, enabling it to book tickets, reserve restaurants, and more.
Microsoft is testing a redesigned Start Menu for Windows 11, aiming to declutter the interface and provide users with greater control over its functions. The updated design merges Pinned and Recommended sections into a single view and introduces an “All” section for installed apps. Discovered by X user @ phantomofearth , the new Start Menu features a vertically scrolling layout, allowing users to access all apps on a single page.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
After nearly a year-long wait, Midjourney has launched V7, its latest AI image model, which entered alpha testing around midnight EST on Thursday. To access V7 , users must first rate approximately 200 images to create a Midjourney “personalization” profile, which tailors the model to their specific visual preferences and is enabled by default in V7.
After effectively canceling the consumer launch of its o3 reasoning model in February, OpenAI now says it aims to release both o3 and a next-gen successor, o4-mini, in a couple of weeks.
AustralianSuper data breach exposes $500K theft, login glitches, and broader cybersecurity failures across the retirement sector. Hackers used stolen passwords to infiltrate multiple superannuation funds, including Rest, Hostplus, and Australian Retirement Trust. While some members lost money, thousands more faced account lockouts, fake $0 balances, and delays reaching supportraising serious questions about system readiness and personal online safety.
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
With Streets to Stability , Crankstart illustrates a plan to reduce homelessness in San Francisco: This report outlines 12 specific recommendations to improve the way people enter the system, the services they receive, and the overall management and support required to help them. If implemented, these changes would allow San Francisco to better support those at risk of losing their accommodations or living on the streets.
Class imbalance in machine learning is a prevalent challenge that can significantly skew the performance of predictive models. When certain classes in a dataset are represented much more frequently than others, it complicates the models ability to learn effectively. This can lead to a variety of issues, particularly when the minority class is of higher importance, such as in fraud detection or medical diagnoses.
A Minnesota cybersecurity and computer forensics expert whose testimony has featured in thousands of courtroom trials over the past 30 years is facing questions about his credentials and an inquiry from the Federal Bureau of Investigation (FBI).
Learning tech on your own can sometimes feel like a lonely journey. Whether you’re debugging a tricky issue, struggling to grasp a new concept, or searching for best practices, it’s easy to feel stuck. But the good news? You’re never truly alone. The internet is filled with tech communities where you can connect with like-minded people, get help, and stay updated on industry trends.
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
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