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With the multimodal space expanding rapidly, thanks to models like Runways Gen-4, OpenAIs Sora, and some quietly impressive video synthesis efforts by ByteDance, it was only a matter of time before Meta AI joined the bandwagon. And now, they have. Meta has released a research paper along with demo examples of their new video generation […] The post MoCha: Metas Movie-Grade Leap in Talking Character Synthesis appeared first on Analytics Vidhya.
Happy April Fools Day to you! Heres a quick (8:42) review of recent news from the world of HPC-AI, including: AMD MI355X to debut with a 30,000-GPU Oracle cluster, in the face of U.S. trade policy, ASML to open repair hub in China, EuroHPC-JUs CINECA selects 140-qubit Pasqal system, rising star Torsten.
So heres how I stumbled deeper into this debate… It all started with an Instagram reel. Someone had posted a short video calling out the now-viral trend of turning photos into AI-generated Studio Ghibli-style art. The message? That this was stealing, a disrespectful shortcut that undermines the work of real artists. According to them, people […] The post AI Art vs Human Art: Is the Ghibli Trend a Tribute or a Theft?
We consider the problem of instance-optimal statistical estimation under the constraint of differential privacy where mechanisms must adapt to the difficulty of the input dataset. We prove a new instance specific lower bound using a new divergence and show it characterizes the local minimax optimal rates for private statistical estimation. We propose two new mechanisms that are universally instance-optimal for general estimation problems up to logarithmic factors.
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.
ChatGPT's image generation tool rolled out to free users this week — which means pretty much everyone can now use OpenAI's tool to create images. There are, obviously, endless things you can do with the tool. It all comes down to the prompts you feed into ChatGPT. The new image generator, part of ChatGPT 's 4o model, is apparently quite impressive.
Spoken language understanding research to date has generally carried a heavy text perspective. Most datasets are derived from text, which is then subsequently synthesized into speech, and most models typically rely on automatic transcriptions of speech. This is to the detriment of prosody--additional information carried by the speech signal beyond the phonetics of the words themselves and difficult to recover from text alone.
What does it take to get OpenAI and Anthropictwo competitors in the AI assistant marketto get along? Despite a fundamental difference in direction that led Anthropic's founders to quit OpenAI in 2020 and later create the Claude AI assistant, a shared technical hurdle has now brought them together: How to easily connect their AI models to external data sources.
What does it take to get OpenAI and Anthropictwo competitors in the AI assistant marketto get along? Despite a fundamental difference in direction that led Anthropic's founders to quit OpenAI in 2020 and later create the Claude AI assistant, a shared technical hurdle has now brought them together: How to easily connect their AI models to external data sources.
AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Amazon Bedrock Agents enables this functionality by orchestrating foundation models (FMs) with data sources, applications, and user inputs to complete goal-oriented tasks through API integration and knowledge base augmentation.
Foundation models (FMs) and generative AI are transforming enterprise operations across industries. McKinsey & Companys recent research estimates generative AI could contribute up to $4.4 trillion annually to the global economy through enhanced operational efficiency, productivity growth of 0.1% to 0.6% annually, improved customer experience through personalized interactions, and accelerated digital transformation.
With the release of DeepSeek models, the Chinese AI lab has embraced an open approach to AI model development with exceptional reasoning capabilities. Also, Google entered the fray last month with the launch of Gemma 3, a lightweight, open weight model built on its Gemini 2.0 framework. Similarly, to take a step in this ecosystem […] The post What are Open Source and Open Weight Models?
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.
Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Our specialized AWS MCP servers combine deep AWS knowledge with agentic AI capabilities to accelerate development across key areas.
The world of Artificial Intelligence is racing ahead at an astonishing pace. A new model arrives every few months, breaking benchmark records and stirring up headlines with claims of superhuman performance on tests for language, reasoning, and coding. But beneath the buzz, one vital question remains overlooked: how long can these AI systems stay competent […] The post AIs Time Horizon: Can AI Complete Long Tasks?
For the last couple years, legal tech shows mostly involve vendors explaining how they’ve “ slapped some AI on ” their products and vaguely promising that some future iteration of AI will arrive to assist every step of the attorney workflow. But great leaps in generative AI capabilities seems unlikely to arrive , being that the most exciting AI development of the last several months wasn’t an advancement but rather DeepSeek unveiling TemuGPT for a fraction of the cost.
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
This post is divided into three parts; they are: Fine-tuning DistilBERT for Custom Q&A Dataset and Preprocessing Running the Training The simplest way to use a model in the transformers library is to create a pipeline, which hides many details about how to interact with it.
Generative AI has emerged as a powerful tool for content creation, offering several key benefits that can significantly enhance the efficiency and effectiveness of content production processes such as creating marketing materials, image generation, content moderation etc. Constitutional AI and LangGraph s reflection mechanisms represent two complementary approaches to ensuring AI systems behave ethically with Anthropic embedding principles during training while LangGraph implements them during
As the list of nations issuing travel warnings to the US grows, some visitors are opting to boycott it entirely. Here's why many foreigners are changing their travel plans.
The academic and author discusses what to expect from the singularity, the need for AI self-correcting mechanisms, and what hope there is for superintelligence safeguarding democracy.
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.
Mooooo. This dairy barn is full of cows, as you might expect. Cows are being milked , cows are being fed , cows are being cleaned up after , and a few very happy cows are even getting vigorously scratched behind the ears. I wonder where the farmer is, remarks my guide, Jan Jacobs. Jacobs doesnt seem especially worried, thoughthe several hundred cows in this barn are being well cared for by a small fleet of fully autonomous robots, and the farmer might not be back for hours.
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
OpenAIs ChatGPT may be the worlds most popular chatbot app. But rival services are gaining, according to data from analytics firms Similarweb and Sensor Tower.
Now everyone can make ChatGPT Ghibli art. ChatGPTs latest image generator which has gone viral for its ability to generate uncanny recreations of Studio Ghibli art is now available for everyone, after OpenAI initially delayed the rollout beyond its paid tiers following heavy demand.
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 study finds that ChatGPT, while excellent at logic and math, exhibits many of the same cognitive biases as humans when making subjective decisions.
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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