insideBIGDATA
MARCH 21, 2025
[link] In what is becoming an annual tradition for the @HPCpodcast, we present “Live from Nvidia GTC 2025,” covering highlights from the Nvidia extravaganza with an AI-everywhere theme.
Analytics Vidhya
MARCH 21, 2025
In artificial intelligence, evaluating the performance of language models presents a unique challenge. Unlike image recognition or numerical predictions, language quality assessment doesn’t yield to simple binary measurements. Enter BLEU (Bilingual Evaluation Understudy), a metric that has become the cornerstone of machine translation evaluation since its introduction by IBM researchers in 2002.
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MARCH 21, 2025
IT operations teams face the challenge of providing smooth functioning of critical systems while managing a high volume of incidents filed by end-users. Manual intervention in incident management can be time-consuming and error prone because it relies on repetitive tasks, human judgment, and potential communication gaps. Using generative AI for IT operations offers a transformative solution that helps automate incident detection, diagnosis, and remediation, enhancing operational efficiency.
Analytics Vidhya
MARCH 21, 2025
Digital documents have long presented a dual challenge for both human readers and automated systems: preserving rich structural nuances while converting content into machine-processable formats. Traditional methods, whether relying on complex ensemble pipelines or massive foundational models, often struggle to balance accuracy with computational efficiency.
Speaker: Tamara Fingerlin, Developer Advocate
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.
Hacker News
MARCH 21, 2025
This is a collection of (mostly) pen-and-paper exercises in machine learning. The exercises are on the following topics: linear algebra, optimisation, directed graphical models, undirected graphical models, expressive power of graphical models, factor graphs and message passing, inference for hidden Markov models, model-based learning (including ICA and unnormalised models), sampling and Monte-Carlo integration, and variational inference.
Analytics Vidhya
MARCH 21, 2025
Tired of manually sifting through hours of audio to find key insights? This guide teaches you to build an AI-powered chatbot that transforms recordings – meetings, podcasts, interviewsinto interactive conversations. Using AssemblyAI for precise transcription with speaker labels, Qdrant for fast data storage, and DeepSeek-R1 via SambaNova Cloud for smart responses, youll create a RAG […] The post Build an Audio RAG with AssemblyAI, Qdrant & DeepSeek-R1 appeared first on Analytics
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
MARCH 21, 2025
Large language models answer questions using the knowledge they learned during training. This fixed knowledge base limits them. They can’t give you current or highly specific information. Retrieval-Augmented Generation (RAG) helps by letting LLMs pull in external data, but even RAG needs help with complex questions. Adaptive RAG offers a solution.
Machine Learning Mastery
MARCH 21, 2025
Natural language processing models including the wide variety of contemporary large language models (LLMs) have become popular and useful in recent years as their application to a wide variety of problem domains have become increasingly capable, especially those related to text generation.
Analytics Vidhya
MARCH 21, 2025
China’s aim of winning the AI race strengthens after the release of Tencent’s new model Hunyuan-T1. From the early looks and benchmarks it looks better than DeepSeek R1 and OpenAI’s GPT 4.5. The model boasts an impressive generation speed of 60-80 tokens per second, surpassing GPT-4.5 and DeepSeek R1 in performance. It features ultra-large-scale reasoning […] The post China’s New Model Hunyuan-T1 Beats GPT 4.5 appeared first on Analytics Vidhya.
AWS Machine Learning Blog
MARCH 21, 2025
Todays organizations face a critical challenge with the fragmentation of vital information across multiple environments. As businesses increasingly rely on diverse project management and IT service management (ITSM) tools such as ServiceNow, Atlassian Jira and Confluence, employees find themselves navigating a complex web of systems to access crucial data.
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.
Analytics Vidhya
MARCH 21, 2025
The scale of LLM model sizes goes beyond mere technicality; it is an intrinsic property that determines what these AIs can do, how they will behave, and, in the end, how they will be useful to us. Much like how the size of a company or a team influences its capabilities, LLM model sizes create […] The post The Human Side of LLM Model Sizes appeared first on Analytics Vidhya.
AWS Machine Learning Blog
MARCH 21, 2025
Research papers and engineering documents often contain a wealth of information in the form of mathematical formulas, charts, and graphs. Navigating these unstructured documents to find relevant information can be a tedious and time-consuming task, especially when dealing with large volumes of data. However, by using Anthropics Claude on Amazon Bedrock , researchers and engineers can now automate the indexing and tagging of these technical documents.
Cassie Kozyrkov
MARCH 21, 2025
All My Blog Posts In OnePlace (And its not thisplace.) If youre one of my 178,000 readers here on medium.com, I invite you to join me for a last hurrah before I migrate my articles from this hallowed platform to my newsletter and I offer you something in what might be our mutual love language: a spreadsheet! This spreadsheet. In it, youll find a link to every single medium.com blog post Ive ever published, along with its FriendLink.
MARCH 21, 2025
On Thursday, Anthropic introduced web search capabilities for its AI assistant Claude, enabling the assistant to access current information online. Previously, the latest AI model that powers Claude could only rely on data absorbed during its neural network training process, having a "knowledge cutoff" of October 2024. Claude's web search is currently available in feature preview for paid users in the United States, with plans to expand to free users and additional countries in the future.
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
Dataconomy
MARCH 21, 2025
Bloomberg Law announced its participation in Legalweek, where it will highlight its commitment to enhancing legal professionals’ efficiency through advanced AI-powered solutions and workflow tools. The company will showcase its latest innovations, designed to empower attorneys in a rapidly evolving legal and technological landscape. At Legalweek, Bloomberg Law will feature its comprehensive legal technology, focusing on: AI-powered legal intelligence solutions: Newly released tools like Co
FlowingData
MARCH 21, 2025
For the Washington Post, Emily Giambalvo, Kati Perry, and Jesse Dougherty analyze the playing time for players who transferred from another program. To understand the phenomenon and its impact, look no further than the mens and womens NCAA tournament fields. On the mens side, 53 percent of all rotation players previously logged minutes at another Division I school, according to a Washington Post analysis.
Dataconomy
MARCH 21, 2025
Cybersecurity is increasingly crucial in our digitized world, where personal, financial, and corporate data are constantly at risk of exposure. As cyber threats evolve and become more sophisticated, the need for effective cybersecurity measures is paramount. Organizations must adapt to an array of challenges, employing a multifaceted approach to safeguarding their assets and maintaining trust with their clients.
databricks
MARCH 21, 2025
Databricks Apps provide a robust platform for building and hosting interactive applications. React is great for building modern, dynamic web applications that need to update.
Speaker: Frank Taliano
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.
Dataconomy
MARCH 21, 2025
Golden datasets play a pivotal role in the realms of artificial intelligence (AI) and machine learning (ML). They provide a foundation for training algorithms, ensuring that models can make accurate decisions and predictions. As AI technology continues to evolve, the significance of these meticulously curated data collections becomes increasingly apparent.
Hacker News
MARCH 21, 2025
In a moment of clarity after initially moving forward a deeply flawed piece of legislation, the French National Assembly has done the right thing: it rejected a dangerous proposal that would have gutted end-to-end encryption in the name of fighting drug trafficking. Despite heavy pressure from the.
Dataconomy
MARCH 21, 2025
Natural Language Processing (NLP) is revolutionizing the way we interact with technology. By enabling computers to understand and respond to human language, NLP opens up a world of possibilitiesfrom enhancing user experiences in chatbots to improving the accuracy of search engines. This remarkable intersection of AI, machine learning, and linguistics is shaping the future of communication in profound ways.
Hacker News
MARCH 21, 2025
A growing body of work suggests that cell metabolism the chemical reactions that provide energy and building materials plays a vital, overlooked role in the first steps of life.
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
Dataconomy
MARCH 21, 2025
Cloudflare has developed a powerful AI tool designed to make life difficult for AI scraping bots. The network infrastructure company launched the bot-busting AI after observing that nearly one percent of all incoming web requests it monitors are generated by AI crawlers, likely harvesting data for AI model training. While website operators can block these bots using tools like robots.txt files or CAPTCHAs, most crawlers bypass these barriers, leading to wasted resources and unauthorized data col
MARCH 21, 2025
Researchers fuse the best of two popular methods to create an image generator that uses less energy and can run locally on a laptop or smartphone.
Dataconomy
MARCH 21, 2025
Phishing is a prevalent threat in the digital landscape, targeting individuals across various sectors. As technology evolves, so do the techniques employed by cybercriminals, making it essential for users to stay informed about the nuances of these attacks. Understanding phishing not only helps in recognizing potential threats but also empowers individuals and organizations to safeguard their sensitive information.
Hacker News
MARCH 21, 2025
The search giant shouldve been first to the chatbot revolution. It wasnt. So it punched back with late nights, layoffsand lowering some guardrails.
Speaker: Yohan Lobo and Dennis Street
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.
Dataconomy
MARCH 21, 2025
Changhong, a leading home appliance manufacturer, showcased its latest AI-driven innovations at the Appliance & Electronics World Expo (AWE 2025) in Shanghai. The company unveiled a suite of smart home appliances, including an industry-first emotional-healing AI TV, a dual-zone PRO air conditioner, and communication modules for the emerging low-altitude economy.
MARCH 21, 2025
Norwegian robotics startup 1X plans to start early tests of its humanoid robot, Neo Gamma, in a few hundred to a few thousand homes by the end of 2025, according to the companys CEO, Bernt Brnich.
Dataconomy
MARCH 21, 2025
Microsoft opted not to pursue a nearly $12 billion option to acquire additional data-center capacity from CoreWeave, signaling a shift in how large tech firms are adjusting their AI investments. OpenAI secured the contract last week, emphasizing the growing demand for AI resources. CoreWeave prepares for IPO amid market scrutiny CoreWeave is aiming for an IPO that seeks to raise up to $2.7 billion, the first significant public offering for a dedicated artificial intelligence company since the re
Hacker News
MARCH 21, 2025
Linda Martin's lawsuit alleges that the agency violated her right to due process when it took her $40,200 and sent her a notice failing to articulate the reason.
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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