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We present Matrix3D, a unified model that performs several photogrammetry subtasks, including pose estimation, depth prediction, and novel view synthesis using just the same model. Matrix3D utilizes a multi-modal diffusion transformer (DiT) to integrate transformations across several modalities, such as images, camera parameters, and depth maps. The key to Matrix3Ds large-scale multi-modal training lies in the incorporation of a mask learning strategy.
Login credentials belonging to an employee at both the Cybersecurity and Infrastructure Security Agency and the Department of Government Efficiency have appeared in multiple public leaks from info-stealer malware, a strong indication that devices belonging to him have been hacked in recent years. Kyle Schutt is a 30-something-year-old software engineer who, according to Dropsite News , gained access in February to a core financial management system belonging to the Federal Emergency Management A
Doctors often start exams with the so-called "eyeball test" a snap judgment about whether the patient appears older or younger than their age, which can influence key medical decisions.
"We are an AI, robotics company," Tesla CEO Elon Musk announced last April. Despite the fact that the company's revenues are overwhelmingly derived from selling new electric vehicles , such prosaic activities hold no luster for the boss. Instead, Tesla's future, according to Musk, depends upon a (claimed) sub-$30,000 driverless two-seater, revealed to the world last October in a staged demonstration on a film set.
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.
Breaking into data science has never been easy. In this tutorial, well make your life easier by providing you with a step-by-step roadmap for data science beginners.
Thanks so much for joining us today. We have over 20,000 people signed up for this event, both subscribers on the oreilly.com platform and those who arent yet subscribers. I think youre here because you all sense what I do: we’re witnessing not the end of programming, but its remarkable expansion. This is the most exciting moment in software development that I’ve seen during my more than 40 years in this industry.
Machine learning model accuracy plays a crucial role in determining how well a model performs in real-world applications. In a data-driven landscape, accurately predicting outcomes can significantly affect decision-making and operational efficiency. Understanding what defines accuracy and how it is measured helps businesses and researchers assess the effectiveness of their models in making reliable predictions.
A lot (if not nearly all) of the success and progress made by many generative AI models nowadays, especially large language models (LLMs), is due to the stunning capabilities of their underlying architecture: an advanced deep learning-based architectural model called the
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.
Google announced today the launch of a new collaboration with South Carolina-based nuclear project developer Elementl Power, including an agreement to invest in three advanced nuclear energy projects. The agreement comes as Google and its tech giant peers increasingly turn to nuclear energy to help address the growing emissions impact of their rapidly expanding data center footprints.
1. ELI5: Understanding MCP Imagine you have a single universal plug that fits all your devicesthat’s essentially what the Model Context Protocol (MCP) is for AI. MCP is an open standard (think USB-C for AI integrations ) that allows AI models to connect to many different apps and data sources in a consistent way. In simple terms, MCP lets an AI assistant talk to various software tools using a common language, instead of each tool requiring a different adapter or custom code.
LLM red teaming plays a critical role in enhancing the safety and ethical standards of large language models. As these models increasingly influence communication and decision-making, ensuring their integrity is vital. By simulating adversarial scenarios, red teaming aims to identify weaknesses that could lead to undesirable outcomes in real-world applications.
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
Long short-term memory (LSTM) networks have revolutionized the field of deep learning by providing advanced solutions to processing sequence data. Unlike traditional approaches, LSTMs can effectively manage long-range dependencies, making them ideal for complex tasks like natural language processing and speech recognition. What is long short-term memory (LSTM)?
To bypass artificial intelligence writing detection , college students are reportedly adding typos into their chatbot-generated papers. In a wide-ranging exploration into the ways AI has rapidly changed academia, students told New York Magazine that AI cheating has become so normalized, they're figuring out creative ways to get away with it. While it's common for students and for anyone else who uses ChatGPT and other chatbots to edit the output of an AI chatbot, some are adding typos manually
India is a diverse country with a rich tapestry of languages, making seamless communication across regions a persistent challenge. However, Sarvams Bulbul-V2 is helping to bridge this gap with its advanced text-to-speech (TTS) technology. By delivering natural, regionally authentic voices, the model brings local flavor to digital platforms and makes AI more inclusive and accessible […] The post Bulbul-V2 by Sarvam AI: India’s Best TTS Model with Support for 11 Indian Languages appear
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.
When I was diagnosed with cancer, I set out to understand why a single pill of Revlimid cost the same as a new iPhone. Ive covered high drug prices as a reporter for years. What I discovered shocked even me.
Marc Benioff warns OpenAI could be in trouble with its connection to Microsoft after venting frustrations with how the company previously competed with Slack.
Microsoft is adopting Google’s open protocol, Agent2Agent (A2A), for linking AI “agents” to communicate with each other. The company announced on Wednesday that it will bring support for A2A to Azure AI Foundry and Copilot Studio, its AI development platforms. A2A, launched by Google in early April, enables AI-powered semi-autonomous programs to work together across different clouds, apps, and services.
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
OpenAI CEO Sam Altman and other leaders of artificial intelligence (AI) technology companies will meet with members of the U.S. Senate Thursday to testify about the future of AI and its potential impact on the country and world.
Google today published a report about how its using the latest AI approaches to combat spam across Search, Chrome (with Gemini Nano for Enhanced Protection), and Android.
Youve probably heard: Data is the new oil. It sounds convincing, even empowering. But heres the uncomfortable truth: many leaders still believe the main point of data analytics is to deliver useful insights. Thats the biggest myth in the industry. Insights matter. But they dont create business value on their own. If they arent built into decisions and actions, most data analytics and AI-led initiatives end up as expensive noise – interesting, but not useful.
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.
Scammers are using deepfake voices, caller ID spoofing, and machine learning to target victims with frightening precision. But telecom providers and regulators are deploying AI defenses of their own to stop the surge in fraud. Scam calls are turning the world on its head.
The frontline of online piracy liability keeps moving, and core internet infrastructure providers are increasingly finding themselves in the crosshairs. For rightsholders, site blocking remains the go-to response in many cases. Until recently, the majority of blockades were implemented by consumer ISPs, but expanded legal efforts are now targeting standalone DNS resolvers.
WASHINGTON (AP) OpenAI CEO Sam Altman and executives from Microsoft and chipmaker Advanced Micro Devices testified on Capitol Hill about the biggest opportunities, risks and needs facing an industry which lawmakers and technologists agree could fundamentally transform global business, culture and
Are you finally ready for a proper cleaning? Not just swipe a few photos and hope for the best, but actually free up real space? If the answer is yes, youre in the right place. Below, well break down how to clear storage on iPhone with simple tips, tools that work, and a few tricks we use ourselves to actually keep things clean. How to clear storage on iPhone We always recommend starting with one simple move: figure out where the waste is.
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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