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China is advancing rapidly in generative AI, building on successes like DeepSeek models and Kimi k1.5 in language models. Now, its leading the vision domain with OmniHuman and Goku excelling in 3D modeling and video synthesis. With Step-Video-T2V, China directly challenges top text-to-video models like Sora, Veo 2, and Movie Gen. Developed by Stepfun AI, […] The post Chinas New AI Video Star: Step-Video-T2V appeared first on Analytics Vidhya.
Last month, DeepSeek turned the AI world on its head with the release of a new, competitive simulated reasoning model that was free to download and use under an MIT license. Now, the company is preparing to make the underlying code behind that model more accessible, promising to release five open source repos starting next week. In a social media post late Thursday , DeepSeek said the daily releases it is planning for its "Open Source Week" would provide visibility into "these humble building bl
A new organization, the Open-Source AI Foundation (O-SAIF) , has launched with a mission to end closed-source artificial intelligence contracts in civilian government agencies. The foundation argues that open-source AI promotes transparency, security, and responsible spending of taxpayer dollars , making it a necessary standard for government technology.
About a year ago, Boston Dynamics released a research version of its Spot quadruped robot , which comes with a low-level application programming interface (API) that allows direct control of Spots joints. Even back then, the rumor was that this API unlocked some significant performance improvements on Spot, including a much faster running speed. That rumor came from the Robotics and AI (RAI) Institute , formerly The AI Institute, formerly the Boston Dynamics AI Institute , and if you were at Mar
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.
Imagine this: it’s the 1960s, and Spencer Silver, a scientist at 3M, invents a weak adhesive that doesnt stick as expected. It seems like a failure. However, years later, his colleague Art Fry finds a novel use for itcreating Post-it Notes, a billion-dollar product that revolutionized stationery. This story mirrors the journey of large language […] The post How to Measure Performance of RAG Systems: Driver Metrics and Tools appeared first on Analytics Vidhya.
The law firm Morgan & Morgan has rushed out astern email to its attorneys after two of them were caught citing fake court cases invented by an AI model, Reuters reports. Sent earlier this month to all of its over 1,000 lawyers, the email warns at length about the tech's proclivity for hallucinating. But the pros of the tech, apparently, still outweigh the cons; rather than banning AI usage something that plenty of organizations have done Morgan & Morgan leadership take the middle road
In the rapidly evolving digital world of today, being able to use artificial intelligence (AI) is becoming essential for survival. Businesses may now improve customer relations, optimize processes, and spur innovation with the help of large language models, or LLMs. However, how can this potential be realised without a lot of money or experience? LLM […] The post Top 12 Free APIs for AI Development appeared first on Analytics Vidhya.
In the rapidly evolving digital world of today, being able to use artificial intelligence (AI) is becoming essential for survival. Businesses may now improve customer relations, optimize processes, and spur innovation with the help of large language models, or LLMs. However, how can this potential be realised without a lot of money or experience? LLM […] The post Top 12 Free APIs for AI Development appeared first on Analytics Vidhya.
Large language models (LLMs) excel at generating human-like text but face a critical challenge: hallucinationproducing responses that sound convincing but are factually incorrect. While these models are trained on vast amounts of generic data, they often lack the organization-specific context and up-to-date information needed for accurate responses in business settings.
Microsoft CEO Satya Nadella emphasized the need for realistic expectations regarding artificial intelligence (AI) during a recent podcast interview , citing the lack of meaningful economic impact from current AI spending and hype. Microsoft CEO stresses need for realistic AI expectations Nadella’s remarks aimed at the tech industry advocate for a focus on measurable outcomes, asserting that success should be quantified by global economic growth rather than theoretical achievements of AI sy
Microsoft’s OmniParser V2 is a cutting-edge AI screen parser that extracts structured data from GUIs by analyzing screenshots, enabling AI agents to interact with on-screen elements seamlessly. Perfect for building autonomous GUI agents, this tool is a game-changer for automation and workflow optimization. In this guide, well cover how to install OmniParser V2 locally, its […] The post How to Run Microsoft’s OmniParser V2 Locally?
OpenAI reported having 400 million weekly active users as of February 2025, a notable increase from 300 million in December 2024. The company’s chief operating officer, Brad Lightcap, shared this information with CNBC as OpenAI seeks to position itself as a leading consumer technology entity. OpenAI reaches 400 million weekly users amid rising competition Usage of OpenAI’s platforms continues to grow rapidly, although the company has not disclosed specific numbers for paid subscripti
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.
Taking a project from concept to reality is no small feat. What’s even hard to imagine is if the final project will work how we want it to or not. With AI, we can now visualize, create, and even predict the outcomes of our projects with a precision that has never been seen before. From […] The post From Idea to Innovation: Using AI for Project Development appeared first on Analytics Vidhya.
I released version 1 of my table seating planning software , PerfectTablePlan, in February 2005. 20 years ago this month. It was a different world. A world of Windows, shareware and CDs. A lot has changed since then, but PerfectTablePlan is now at version 7 and still going strong. PerfectTablePlan v1 PerfectTablePlan v7 I have released several other products since then, and done some training and consulting, but PerfectTablePlan remains my most successful product.
DistilBERT is a smaller, faster version of BERT that performs well with fewer resources. Its perfect for environments with limited processing power and memory.
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
PositiveGrid, a manufacturer of digital music technology, has integrated artificial intelligence into its Spark series amplifiers with SparkAI, an AI-powered tone generator. Using deep learning and transformer-based models, SparkAI processes extensive audio datasets to analyze tonal characteristics and generate realistic guitar sounds. The system applies self-supervised learning techniques, allowing it to adapt to different playing styles without requiring manually labeled training data.
Providing effective multilingual customer support in global businesses presents significant operational challenges. Through collaboration between AWS and DXC Technology, weve developed a scalable voice-to-voice (V2V) translation prototype that transforms how contact centers handle multi-lingual customer interactions. In this post, we discuss how AWS and DXC used Amazon Connect and other AWS AI services to deliver near real-time V2V translation capabilities.
OpenAI announced on Friday the rollout of Operator, its AI agent designed to perform tasks on behalf of users, for ChatGPT Pro subscribers in Australia, Brazil, Canada, India, Japan, Singapore, South Korea, the U.K., and additional countries. Operator will be accessible in most locations where ChatGPT is available, excluding the EU, Switzerland, Norway, Liechtenstein, and Iceland.
Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. It is a continuous process to keep the fine-tuned model accurate and effective in changing environments, to adapt to the data distribution shift ( concept drift ) and prevent performance degradation over time.
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.
Artificial intelligence (AI) has transformed how humans interact with information in two major wayssearch applications and generative AI. Search applications include ecommerce websites, document repository search, customer support call centers, customer relationship management, matchmaking for gaming, and application search. Generative AI use cases include chatbots with Retrieval-Augmented Generation (RAG), intelligent log analysis, code generation, document summarization, and AI assistants.
Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, make decisions, and act independently. Generative AI foundation models (FMs), with their ability to understand context and make decisions, are becoming powerful partners in solving sophisticated business problems. At AWS, were using the power of models in Amazon Bedrock to drive automation of complex processes that have traditionally been challenging to streamline.
Apple is set to bring Visual Intelligence, a feature similar to Google Lens, to the iPhone 15 Pro through a future software update, as confirmed by Apple representatives to John Gruber of Daring Fireball. Apple to introduce Visual Intelligence on iPhone 15 Pro Visual Intelligence was first introduced with the iPhone 16 series in September. Initially, it was designed to be accessed via the Camera Control button.
Perplexity also has a Deep Research tool now, and it's powered by a version of DeepSeek R1. According to the announcement , the AI search engine's new tool does "in-depth research and analysis on your behalf," by crawling the web and compiles a comprehensive report of its findings. If Deep Research sounds familiar, that's because Google and OpenAI both have their own versions of the research tool for Gemini and ChatGPT respectively — yes, they're both also called Deep Research.
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
Organizations need efficient ways to access and analyze their enterprise data. Amazon Q Business addresses this need as a fully managed generative AI-powered assistant that helps you find information, generate content, and complete tasks using enterprise data. It provides immediate, relevant information while streamlining tasks and accelerating problem-solving.
In case you’re wondering about government spending and budgets, USAFacts has a Sankey diagram that shows the money that came in during 2024 and how the revenue was distributed. According to data from U.S. Treasury Department, $4.9 trillion came in mostly through taxes and $6.8 trillion went out. The difference, $1.8 trillion, contributes to the deficit.
This post was written with Dian Xu and Joel Hawkins of Rocket Companies. Rocket Companies is a Detroit-based FinTech company with a mission to Help Everyone Home. With the current housing shortage and affordability concerns, Rocket simplifies the homeownership process through an intuitive and AI-driven experience. This comprehensive framework streamlines every step of the homeownership journey, empowering consumers to search, purchase, and manage home financing effortlessly.
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.
A new AI-based method can accurately recover digital data from DNA strands nearly 90 times faster than older techniques, raising the possibility of practical DNA storage for computing
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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