insideBIGDATA
APRIL 3, 2025
March 31, 2025 — Preferred Computational Chemistry Inc. (PFCC) announces that it will team up with ENEOS Corp. to enable AI-driven formulation optimization of chemicals and materials using NVIDIA ALCHEMI software. The collaboration was announced at NVIDIA GTC.
Analytics Vidhya
APRIL 4, 2025
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
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APRIL 4, 2025
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.
databricks
MARCH 31, 2025
Were excited to announce the Public Preview of the Microsoft Power BI task type in Databricks Workflows, available on Azure, AWS, and GCP. With this.
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
KDnuggets
APRIL 2, 2025
Go beyond the basics by adding these cool and useful Python functions to your programming toolbox.
insideBIGDATA
APRIL 3, 2025
WALTHAM, Mass., April 3, 2025 Metadata-driven unstructured data management Starfish Storage today announced it has won the Data Solution of the Year for Education award in the 6thannual Data Breakthrough Awards program conducted byData Breakthrough, a market intelligence organization that recognizes companies, technologies and products in the data technology market today.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
MARCH 30, 2025
Dartmouth researchers conducted the first clinical trial of an AI-powered therapy chatbot and found that, on average, people with diagnosed mental disorders experienced clinically significant improvements in their symptoms over eight weeks, according to results published in& NEJM AI, a journal from the publishers of the New England Journal of Medicine.
Machine Learning Research at Apple
APRIL 1, 2025
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.
Dataconomy
APRIL 3, 2025
You are what you buyor at least, thats what your language model thinks. In a recently published study , researchers set out to investigate a simple but loaded question: can large language models guess your gender based on your online shopping history? And if so, do they do it with a side of sexist stereotypes? The answer, in short: yes, and very much yes.
insideBIGDATA
APRIL 1, 2025
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.
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?
Analytics Vidhya
APRIL 3, 2025
Fine-tuning large language models is no small featit demands high-performance GPUs, vast computational resources, and often, a wallet-draining budget. But what if you could get the same powerful infrastructure for a fraction of the cost? Thats where affordable cloud platforms come in. Instead of paying premium rates on AWS, Google Cloud, or Azure, smart AI […] The post 5 Affordable Cloud Platforms for Fine-tuning LLMs appeared first on Analytics Vidhya.
AWS Machine Learning Blog
APRIL 4, 2025
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.
Machine Learning Research at Apple
MARCH 30, 2025
Effective error analysis is critical for the successful development and deployment of CVML models. One approach to understanding model errors is to summarize the common characteristics of error samples. This can be particularly challenging in tasks that utilize unstructured, complex data such as images, where patterns are not always obvious. Another method is to analyze error distributions across pre-defined categories, which requires analysts to hypothesize about potential error causes in advan
Dataconomy
APRIL 4, 2025
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.
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
insideBIGDATA
APRIL 2, 2025
Today, MLCommons announced new results for its MLPerf Inference v5.0 benchmark suite, which delivers machine learning (ML) system performance benchmarking. The rorganization said the esults highlight that the AI community is focusing on generative AI.
Analytics Vidhya
MARCH 31, 2025
Can AI generate truly relevant answers at scale? How do we make sure it understands complex, multi-turn conversations? And how do we keep it from confidently spitting out incorrect facts? These are the kinds of challenges that modern AI systems face, especially those built using RAG. RAG combines the power of document retrieval with the […] The post Top 13 Advanced RAG Techniques for Your Next Project appeared first on Analytics Vidhya.
APRIL 4, 2025
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
Machine Learning Research at Apple
APRIL 3, 2025
Large Language Models (LLMs) have transformed natural language processing, but face significant challenges in widespread deployment due to their high runtime cost. In this paper, we introduce SeedLM, a novel post-training compression method that uses seeds of a pseudo-random generator to encode and compress model weights. Specifically, for each block of weights, we find a seed that is fed into a Linear Feedback Shift Register (LFSR) during inference to efficiently generate a random matrix.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Dataconomy
APRIL 4, 2025
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?
databricks
APRIL 5, 2025
Thousands of enterprises already use Llama models on the Databricks Data Intelligence Platform to power AI applications, agents, and workflows.
Analytics Vidhya
APRIL 3, 2025
As AI agents take on more complex tasks, simply building them isnt enough; managing their performance, reliability, and efficiency is just as crucial. Thats where Agent Ops comes in. It helps organizations monitor, optimize, and scale AI agents, ensuring they work seamlessly and adapt to real-world challenges. From AI tools for Agent Ops to agent […] The post Top 10 Tools for Agent Ops appeared first on Analytics Vidhya.
KDnuggets
APRIL 2, 2025
Let's discover what small language models (SLMs) are, how they can be used in RAG systems and applications, and when to use them over their large language counterparts.
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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
Machine Learning Research at Apple
APRIL 1, 2025
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.
Dataconomy
APRIL 3, 2025
OpenAI’s GPT-4.5 outperformed humans in a recent Turing test from UC San Diego, showing how easily people can mistake AI for real conversation by engaging in side-by-side chats. The Turing test has long measured whether a machine can pass as human through text-based interaction. In this updated version, nearly 300 participants from UC San Diegos Language and Cognition Lab each chatted with a human and an AI before deciding which was which.
Adrian Bridgwater for Forbes
MARCH 31, 2025
FinOps specialist CloudBolt Software has acquired StormForge, a machine learning-powered Kubernetes resource optimization specialist.
Analytics Vidhya
APRIL 4, 2025
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.
Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com
Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.
AWS Machine Learning Blog
APRIL 3, 2025
Inspecting wind turbines, power lines, 5G towers, and pipelines is a tough job. Its often dangerous, time-consuming, and prone to human error. Thats why we at Amazon Web Services (AWS) are working on AI Workforcea system that uses drones and AI to make these inspections safer, faster, and more accurate. This post is the first in a three-part series exploring AI Workforce, the AWS AI-powered drone inspection system.
KDnuggets
APRIL 1, 2025
This article explains how to create a system that processes data in real time using Apache Kafka and Spark.
Dataconomy
APRIL 4, 2025
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.
APRIL 3, 2025
A risk prediction score that uses machine learning and a patient’s genetic information may identify autoimmune conditions up to 1,000% more accurately than current models, according to findings published in Nature Communications.
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
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