不知道 不明了 不想要
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How to Crack Machine Learning System-Design Interviews
How to Crack Machine Learning System-Design Interviews A comprehensive guide into Meta, Apple, Reddit, Amazon, Google, and Snap ML design interviews The post How to Crack Machine Learning System-Design Interviews appeared first on Towards Data Science. Aliaksei Mikhailiuk Go to original source
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Music, Lyrics, and Agentic AI: Building a Smart Song Explainer using Python and OpenAI
Music, Lyrics, and Agentic AI: Building a Smart Song Explainer using Python and OpenAI This is how to build an AI-powered Song Explainer using Python and OpenAI The post Music, Lyrics, and Agentic AI: Building a Smart Song Explainer using Python and OpenAI appeared first on Towards Data Science. Piero Paialunga Go to original source
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Critical Mistakes Companies Make When Integrating AI/ML into Their Processes
Critical Mistakes Companies Make When Integrating AI/ML into Their Processes What I’ve learned leading AI teams across industries The post Critical Mistakes Companies Make When Integrating AI/ML into Their Processes appeared first on Towards Data Science. Andrey Chubin Go to original source
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Ng: Biggest benefit of AI may be unlocking unstructured data
Ng: Biggest benefit of AI may be unlocking unstructured data Tech entrepreneur Andrew Ng says that in addition to autonomous action, one of the most beneficial applications of AI is enabling easy access to valuable unstructured data. Go to techtarget
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Datadog Empowers Teams to Reduce Unnecessary Cloud Object Storage with Storage Management Solution
Datadog Empowers Teams to Reduce Unnecessary Cloud Object Storage with Storage Management Solution Datadog, Inc., the monitoring and security platform for cloud applications, is introducing?Storage Management, helping teams eliminate waste and prevent unexpected cloud object storage spend. Go to dbta
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Dremio Releases Dremio Cloud, Introducing the Agentic Lakehouse
Dremio Releases Dremio Cloud, Introducing the Agentic Lakehouse Dremio, the agentic lakehouse company, is launching?Dremio Cloud, an agentic lakehouse that ushers in a new generation of data lakehouse platforms to empower artificial intelligence. Go to dbta
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Teleport Bolsters Identity Security with Amazon EKS Integration to Bring Deep Visibility to Kubernetes Environments
Teleport Bolsters Identity Security with Amazon EKS Integration to Bring Deep Visibility to Kubernetes Environments Teleport, a leader in Infrastructure Identity, is providing expanded support for Amazon Elastic Kubernetes Service (EKS) within its Identity Security product?giving organizations unprecedented visibility into Amazon EKS cluster activity and enabling teams to identify shadow access, privilege escalation, and identity-based…
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Low-grade heat from renewable sources could be used to desalinate water
Low-grade heat from renewable sources could be used to desalinate water A McGill University-led research team has demonstrated the feasibility of a sustainable and cost-effective way to desalinate seawater. The method—thermally driven reverse osmosis (TDRO)—uses a piston-based system powered by low-grade heat from solar thermal, geothermal heat and other sources of renewable energy to produce…
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AI-powered LED system delivers stable wireless power for indoor IoT devices
AI-powered LED system delivers stable wireless power for indoor IoT devices The world’s first automatic and adaptive, dual-mode light-emitting diode (LED)-based optical wireless power transmission system, that operates seamlessly under both dark and bright lighting conditions, has been developed by scientists at Science Tokyo. The system, along with artificial intelligence-powered image recognition, can efficiently power…
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Randomly aligned defects explain low thermal conductivity in some materials
Randomly aligned defects explain low thermal conductivity in some materials QUT researchers have identified why some materials can block heat more effectively, which is a key feature for energy conversion, insulation and gas storage. Go to techxplore
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Unique resin allows 3D-printing method to add and subtract
Unique resin allows 3D-printing method to add and subtract Additive manufacturing, or 3D printing, is normally a one-way street. In a digital light processing (DLP) printer, a structured pattern is projected onto a layer of liquid resin, which cures and solidifies. This builds an object up, layer-by-layer. But if the print isn’t exactly right, there’s…
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‘Big brother’ system designed to monitor solar plants
‘Big brother’ system designed to monitor solar plants Using a network of synchronized sensors, a new system provides energy and meteorological data every tenth of a second to more accurately predict the performance of solar plants. Go to techxplore
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STAT+: Pfizer closes $10 billion Metsera deal
STAT+: Pfizer closes $10 billion Metsera deal Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Morning! If you’re still wondering “What the heck happened with Moderna?” the latest episode of the video series STATus Report spells it out quite nicely. Also, a KFF…
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Judge says he’ll approve opioid settlement with OxyContin maker Purdue and Sackler family
Judge says he’ll approve opioid settlement with OxyContin maker Purdue and Sackler family NEW YORK — A federal bankruptcy court judge on Friday said he will approve OxyContin-maker Purdue Pharma’s latest deal to settle thousands of lawsuits over the toll of opioids that includes some money for thousands of victims of the epidemic. The deal…
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Opinion: Celebrating a new, faster path to gene-editing medicines on demand
Opinion: Celebrating a new, faster path to gene-editing medicines on demand In May, news broke of a biomedical first: the on-demand design and clinical use of a personalized gene editor for a baby boy born with a rare, severe genetic condition. At the STAT Summit in October, the child’s treating physician from the Children’s Hospital…
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Advocates decry intersex exceptions in trans health bans
Advocates decry intersex exceptions in trans health bans The scars have been there as long as Emory Hufbauer can remember. When Hufbauer was a baby, doctors performed an operation that Hufbauer describes generally as one that took away their fertility and their ability to produce their own hormones; they also describe it emphatically as intersex…
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STAT+: Up and down the ladder: The latest comings and goings
STAT+: Up and down the ladder: The latest comings and goings Hired someone new and exciting? Promoted a rising star? Finally solved that hard-to-fill spot? Share the news with us, and we’ll share it with others. That’s right. Send us your changes, and we’ll find a home for them. Don’t be shy. Everyone wants to know who is…
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Judge Denies Apple, OpenAI Bid to Dismiss Elon Musk’s Antitrust Lawsuit
Judge Denies Apple, OpenAI Bid to Dismiss Elon Musk’s Antitrust Lawsuit The case will hinge on evidence of whether competitors are truly blocked from Apple’s iOS ecosystem, a legal expert told Decrypt. Vismaya V Go to decrypt.co
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What’s Driving Bitcoin’s Dip Below $100,000?
What’s Driving Bitcoin’s Dip Below $100,000? Investors retreated across risk assets on Thursday as Bitcoin’s slide hints at fading demand and heavier long-term holder selling. Akash Girimath Go to decrypt.co
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XRP ETF Posts Year’s Strongest Debut With $58 Million in First-Day Trading
XRP ETF Posts Year’s Strongest Debut With $58 Million in First-Day Trading Canary’s XRP fund opened with record activity for the year despite a broader market pullback that has weighed on crypto prices. Vince Dioquino Go to decrypt.co
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Bitfarms Will ‘Wind Down’ Bitcoin Mining and Pivot to AI After $46 Million Loss
Bitfarms Will ‘Wind Down’ Bitcoin Mining and Pivot to AI After $46 Million Loss Bitcoin miner Bitfarms will end its Bitcoin operations in the coming years, shifting focus to providing infrastructure for growing AI demand. Logan Hitchcock Go to decrypt.co
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Blue Origin Marks First Ocean Landing of New Glenn Booster After Second Attempt
Blue Origin Marks First Ocean Landing of New Glenn Booster After Second Attempt Blue Origin has landed its New Glenn booster at sea after launching NASA’s ESCAPADE Mars mission. Jason Nelson Go to decrypt.co
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Siegel Neural Networks
Siegel Neural Networks arXiv:2511.09577v1 Announce Type: new Abstract: Riemannian symmetric spaces (RSS) such as hyperbolic spaces and symmetric positive definite (SPD) manifolds have become popular spaces for representation learning. In this paper, we propose a novel approach for building discriminative neural networks on Siegel spaces, a family of RSS that is largely unexplored in machine…
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Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling
Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling arXiv:2511.09722v1 Announce Type: new Abstract: Minerals play a critical role in the advanced energy technologies necessary for decarbonization, but characterizing mineral deposits hidden underground remains costly and challenging. Inspired by recent progress in generative modeling, we develop a learning method which infers the locations of minerals…
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Generalized infinite dimensional Alpha-Procrustes based geometries
Generalized infinite dimensional Alpha-Procrustes based geometries arXiv:2511.09801v1 Announce Type: new Abstract: This work extends the recently introduced Alpha-Procrustes family of Riemannian metrics for symmetric positive definite (SPD) matrices by incorporating generalized versions of the Bures-Wasserstein (GBW), Log-Euclidean, and Wasserstein distances. While the Alpha-Procrustes framework has unified many classical metrics in both finite- and infinite- dimensional…
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Theory and computation for structured variational inference
Theory and computation for structured variational inference arXiv:2511.09897v1 Announce Type: new Abstract: Structured variational inference constitutes a core methodology in modern statistical applications. Unlike mean-field variational inference, the approximate posterior is assumed to have interdependent structure. We consider the natural setting of star-structured variational inference, where a root variable impacts all the other ones. We…
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Operator Models for Continuous-Time Offline Reinforcement Learning
Operator Models for Continuous-Time Offline Reinforcement Learning arXiv:2511.10383v1 Announce Type: new Abstract: Continuous-time stochastic processes underlie many natural and engineered systems. In healthcare, autonomous driving, and industrial control, direct interaction with the environment is often unsafe or impractical, motivating offline reinforcement learning from historical data. However, there is limited statistical understanding of the approximation errors…
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LLMs Are Randomized Algorithms
LLMs Are Randomized Algorithms A surprising connection between the newest AI models and a 50-year old academic field The post LLMs Are Randomized Algorithms appeared first on Towards Data Science. Udayan Kanade Go to original source
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Robotics with Python: Q-Learning vs Actor-Critic vs Evolutionary Algorithms
Robotics with Python: Q-Learning vs Actor-Critic vs Evolutionary Algorithms Build a Custom 3D Environment for your RL Robot The post Robotics with Python: Q-Learning vs Actor-Critic vs Evolutionary Algorithms appeared first on Towards Data Science. Mauro Di Pietro Go to original source
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Organizing Code, Experiments, and Research for Kaggle Competitions
Organizing Code, Experiments, and Research for Kaggle Competitions Lessons and tips learned while earning a Kaggle Competition Medal The post Organizing Code, Experiments, and Research for Kaggle Competitions appeared first on Towards Data Science. Ibrahim Habib Go to original source
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Spearman Correlation Coefficient for When Pearson Isn’t Enough
Spearman Correlation Coefficient for When Pearson Isn’t Enough Not all relationships are linear, and that is where Spearman comes in. The post Spearman Correlation Coefficient for When Pearson Isn’t Enough appeared first on Towards Data Science. Nikhil Dasari Go to original source
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Alation unveils agentic AI suite for governing critical data
Alation unveils agentic AI suite for governing critical data CDE Manager includes agents that set standards and establish rules to help enterprises to connect data to key operations and govern such data to ensure it can be trusted. Go to techtarget
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Dremio Cloud: An autonomous lakehouse powered by AI agents
Dremio Cloud: An autonomous lakehouse powered by AI agents The new platform automates complex data preparation and pipeline management tasks that fuel AI development and could be a differentiator for the vendor. Go to techtarget
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Amplitude and GitHub Accelerate Product Development with Agent-to-Agent Integration
Amplitude and GitHub Accelerate Product Development with Agent-to-Agent Integration Amplitude, Inc., a leading digital analytics platform, is collaborating with GitHub to launch an agent-to-agent integration for enterprise product and engineering teams?enabling Amplitude to act as an agentic product manager, bridging the gap between product insights and code implementation. Go to dbta
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Caylent and Trek10 Unite to Become All-Inclusive Dedicated AWS Services Partner
Caylent and Trek10 Unite to Become All-Inclusive Dedicated AWS Services Partner Caylent, an Amazon Web Services (AWS) Premier Tier Services Partner, is acquiring Trek10 Inc., also an AWS Premier Tier Services Partner, in a strategic move that expands Caylent’s portfolio into managed services?strengthening its ability to deliver end-to-end AWS services for customers. Go to dbta
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Unlocking GenAI and Cloud Effectiveness With Intelligent Archiving
Unlocking GenAI and Cloud Effectiveness With Intelligent Archiving Data drives everything, and businesses must prepare their data to fully leverage technologies, including generative AI (GenAI), cloud computing, and advanced applications. Archiving is a key strategy in this process, ensuring data is clean, accessible, optimized, and cost-efficient. By consolidating and archiving inactive or redundant data, companies…
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Building a Resilient Enterprise That Combines High Availability With Disaster Recovery
Building a Resilient Enterprise That Combines High Availability With Disaster Recovery In today’s hyperconnected digital economy, uptime is critical, and while downtime is inconvenient, it also poses a threat to reputation, revenue, and customer trust. Enterprises are expected to deliver seamless, uninterrupted services around the clock. And although many organizations invest heavily in high availability…
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The Hidden Cost of Technical Debt in Databases
The Hidden Cost of Technical Debt in Databases Technical debt is a concept most IT professionals are familiar with, but too often it is discussed primarily in terms of application code. Yet, databases are equally susceptible to technical debt, and for DBAs, ignoring it can be costly. Over time, shortcuts in design, hasty implementations, and…
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How Pacific nations plan to go from spending up to 25% of GDP on fossil fuels to running on 100% renewables
How Pacific nations plan to go from spending up to 25% of GDP on fossil fuels to running on 100% renewables Picture dusk falling somewhere in the Solomon Islands. A fisher’s skiff glides home using a whisper-quiet electric outboard motor. In the Cook Islands, a big battery steadies the island grid. In Papua New Guinea’s…
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Robots trained with spatial dataset show improved object handling and awareness
Robots trained with spatial dataset show improved object handling and awareness When it comes to navigating their surroundings, machines have a natural disadvantage compared to humans. To help hone the visual perception abilities they need to understand the world, researchers have developed a novel training dataset for improving spatial awareness in robots. Go to techxplore
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Novel 3D nanofabrication techniques enable miniaturized robots
Novel 3D nanofabrication techniques enable miniaturized robots In the 1980s when micro-electro-mechanical systems (MEMS) were first created, computer engineers were excited by the idea that these new devices that combine electrical and mechanical components at the microscale could be used to build miniature robots. Go to techxplore
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Image compression method combines classic techniques for greater efficiency and flexibility
Image compression method combines classic techniques for greater efficiency and flexibility In his research, Professor Marko Huhtanen from the University of Oulu, who specializes in applied and computational mathematics, introduces a new method for compressing images. This technique combines several well-known compression methods, leveraging their best features. The study has been published in IEEE Signal…
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‘Energy sandwich’ could power next-generation solar and lighting
‘Energy sandwich’ could power next-generation solar and lighting Researchers have achieved a new level of control over the atomic structure of a family of materials known as halide perovskites, creating a finely tuned “energy sandwich” that could transform how solar cells, LEDs and lasers are made. Go to techxplore
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Uber Eats reimagined container delivery: Kubernetes is doing the same
Uber Eats reimagined container delivery: Kubernetes is doing the same In a recent text exchange with a colleague, autocorrect changed ‘Kubernetes’ to ‘Uber Eats’. At first, this was amusing, but then it got me thinking that there are many parallels between the food delivery service and the container orchestration platform. For one, the popularity of…
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Merck’s heart disease win and the FDA’s new drug regulator
Merck’s heart disease win and the FDA’s new drug regulator What does Rick Pazdur’s new role mean for the Food and Drug Administration? Has Merck solved the PCSK9 access issue? And how much credit can the president take for lowering GLP-1 drug prices? Dean Li, the head of R&D at Merck, joins us to discuss…
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STAT+: Kura Oncology secures approval for leukemia drug, its first
STAT+: Kura Oncology secures approval for leukemia drug, its first The Food and Drug Administration on Thursday approved a drug made by Kura Oncology to treat patients with a certain type of genetically altered leukemia. The medicine will be sold under the brand name Komzifti. The FDA cleared the drug to treat patients with relapsed…
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STAT+: GOP ACA proposal complicates negotiations
STAT+: GOP ACA proposal complicates negotiations You’re reading the web edition of D.C. Diagnosis, STAT’s twice-weekly newsletter about the politics and policy of health and medicine. Sign up here to receive it in your inbox on Tuesdays and Thursdays. Packing “longevity” items for a flight to a MAHA event in Washington was such a pain that it…
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STAT+: Makary, Prasad outline pathway for bespoke gene therapy
STAT+: Makary, Prasad outline pathway for bespoke gene therapy Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Morning. Today, we learn AbbVie has ended its partnership with Calico, the FDA outlines how bespoke gene-editing treatments can make it through the regulatory pipeline,…
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Australia Warns Criminals Are Abusing National Cybercrime Platform to Drain Crypto Wallets
Australia Warns Criminals Are Abusing National Cybercrime Platform to Drain Crypto Wallets Police have urged vigilance, saying Australians should “check for warning signs, and protect themselves from cybercrime.” Vismaya V Go to decrypt.co
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Jobs Data Blackout to Muddy Bitcoin’s Macro Read as U.S. Shutdown Comes to a Close
Jobs Data Blackout to Muddy Bitcoin’s Macro Read as U.S. Shutdown Comes to a Close Even as the shutdown ends, the loss of October’s inflation data has left investors without a key read on price pressures heading into year-end. Akash Girimath Go to decrypt.co
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NYSE-Listed Exodus Posts Solid Third-Quarter Lift as Bitcoin Revenue Climbs
NYSE-Listed Exodus Posts Solid Third-Quarter Lift as Bitcoin Revenue Climbs Exodus posted stronger third-quarter results and unveiled a new Latin America payments acquisition as it expands its Bitcoin-driven business. Sebastian Sinclair Go to decrypt.co
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ChatGPT’s Use of Song Lyrics Violates Copyright, Munich Court Finds
ChatGPT’s Use of Song Lyrics Violates Copyright, Munich Court Finds The decision against OpenAI could become a key test case for how AI training is treated under EU copyright laws. Vince Dioquino Go to decrypt.co
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Brazil Targets Illegal Bitcoin, Stablecoin Use Through New Proposals
Brazil Targets Illegal Bitcoin, Stablecoin Use Through New Proposals Brazil’s government and central bank are tightening rules on crypto use in targeting criminals. Mathew Di Salvo Go to decrypt.co
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Optimal Control of the Future via Prospective Foraging
Optimal Control of the Future via Prospective Foraging arXiv:2511.08717v1 Announce Type: new Abstract: Optimal control of the future is the next frontier for AI. Current approaches to this problem are typically rooted in either reinforcement learning or online learning. While powerful, these frameworks for learning are mathematically distinct from Probably Approximately Correct (PAC) learning, which…
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The Probably Approximately Correct Learning Model in Computational Learning Theory
The Probably Approximately Correct Learning Model in Computational Learning Theory arXiv:2511.08791v1 Announce Type: new Abstract: This survey paper gives an overview of various known results on learning classes of Boolean functions in Valiant’s Probably Approximately Correct (PAC) learning model and its commonly studied variants. Rocco A. Servedio Go to original source
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Effects of label noise on the classification of outlier observations
Effects of label noise on the classification of outlier observations arXiv:2511.08808v1 Announce Type: new Abstract: This study investigates the impact of adding noise to the training set classes in classification tasks using the BCOPS algorithm (Balanced and Conformal Optimized Prediction Sets), proposed by Guan & Tibshirani (2022). The BCOPS algorithm is an application of conformal…
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Robust Sampling for Active Statistical Inference
Robust Sampling for Active Statistical Inference arXiv:2511.08991v1 Announce Type: new Abstract: Active statistical inference is a new method for inference with AI-assisted data collection. Given a budget on the number of labeled data points that can be collected and assuming access to an AI predictive model, the basic idea is to improve estimation accuracy by…
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Convergence and Stability Analysis of Self-Consuming Generative Models with Heterogeneous Human Curation
Convergence and Stability Analysis of Self-Consuming Generative Models with Heterogeneous Human Curation arXiv:2511.09002v1 Announce Type: new Abstract: Self-consuming generative models have received significant attention over the last few years. In this paper, we study a self-consuming generative model with heterogeneous preferences that is a generalization of the model in Ferbach et al. (2024). The model…
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Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP
Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP Use Claude AI to monitor, analyse, and troubleshoot your n8n automation workflows through natural conversation. The post Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP appeared first on Towards Data Science. Samir Saci Go to…
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The Ultimate Guide to Power BI Aggregations
The Ultimate Guide to Power BI Aggregations Aggregations are one of the most powerful features in Power BI — learn how to leverage this feature to improve the performance of your Power BI solution The post The Ultimate Guide to Power BI Aggregations appeared first on Towards Data Science. Nikola Ilic Go to original source
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How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k
How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k The third and final part for evaluating the retrieval quality of your RAG pipeline with graded measures The post How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k appeared first on Towards Data Science. Maria Mouschoutzi Go to…
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Feature Detection, Part 2: Laplace & Gaussian Operators
Feature Detection, Part 2: Laplace & Gaussian Operators Laplace meets Gaussian — the story of two operators in edge detection The post Feature Detection, Part 2: Laplace & Gaussian Operators appeared first on Towards Data Science. Vyacheslav Efimov Go to original source
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Pepperdata Introduces Pepperdata.ai to Reduce Cost of AI Workloads on GPUs
Pepperdata Introduces Pepperdata.ai to Reduce Cost of AI Workloads on GPUs Pepperdata, a leader in Kubernetes resource optimization in the cloud and on prem, is debuting the general availability of pepperdata.ai, an automated optimization solution to reduce the cost of running AI workloads on GPUs. Go to dbta
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The Importance of Building Data Fabric With Semantic Layers
The Importance of Building Data Fabric With Semantic Layers While many companies are interested in adopting a data fabric architecture, organizations don’t realize that the essence of a true data fabric leverages embedded AI with a unified semantic layer for accurate enterprise context and data consistency.? Go to dbta
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Commvault Cloud Unity Combines Data Security, Cyber Recovery, and Identity Resilience Across Cloud, Hybrid, and On-Premises Environments
Commvault Cloud Unity Combines Data Security, Cyber Recovery, and Identity Resilience Across Cloud, Hybrid, and On-Premises Environments Commvault, a leader in unified resilience at enterprise scale, is introducing the Commvault Cloud Unity platform?a next-generation, AI-enabled version of Commvault Cloud that unifies data security, cyber recovery, and identity resilience across cloud, SaaS, on-premises, and hybrid environments.…
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Stirling engine generates mechanical power by linking Earth’s warmth to space
Stirling engine generates mechanical power by linking Earth’s warmth to space Engineers at the University of California, Davis, have invented a device that can generate mechanical power at night by linking the natural warmth around us to the cold depths of space. The invention could be used, for example, to ventilate greenhouses or other buildings.…
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The next frontier in clean flight? Jet fuel from city waste
The next frontier in clean flight? Jet fuel from city waste Aviation currently contributes about 2.5% of total global carbon emissions, and with air travel demand expected to double by 2040, cutting those emissions has become a pressing priority. One path forward is sustainable aviation fuel, a low-carbon alternative made from feedstocks such as used…
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Big platforms chart gradual path to self-driving at Web Summit
Big platforms chart gradual path to self-driving at Web Summit Major Western ride-hailing platforms like Uber and Lyft sketched a gradual path toward introducing self-driving cars at this week’s Web Summit in Lisbon, with infrastructure, developing regulation and passengers’ preference for human contact weighing on the brakes. Go to techxplore
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Michael Caine and Matthew McConaughey partner with ElevenLabs for AI voice cloning
Michael Caine and Matthew McConaughey partner with ElevenLabs for AI voice cloning Oscar-winning actors Michael Caine and Matthew McConaughey have made deals with voice-cloning company ElevenLabs that will allow its artificial intelligence technology to replicate their voices. Go to techxplore
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Anthropic, Microsoft announce new AI data center projects as industry’s construction push continues
Anthropic, Microsoft announce new AI data center projects as industry’s construction push continues Artificial intelligence company Anthropic announced a $50 billion investment in computing infrastructure on Wednesday that will include new data centers in Texas and New York. Go to techxplore
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Lessons from the Land Rover cyber attack: seeing risk before it strikes
Lessons from the Land Rover cyber attack: seeing risk before it strikes The cyber attack that recently crippled Jaguar Land Rover (JLR) is more than another cautionary tale in corporate IT. It’s a case study in how quickly a world-recognised brand can lose control of its production and manufacturing capabilities when visibility fails. Since late…
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Datadog launches cloud storage management tool
Datadog launches cloud storage management tool Cloud application security and monitoring platform provider Datadog has launched Storage Management, a solution aimed at helping organisations reduce waste and control object storage spending. Available now for Amazon S3 and in preview for Google Cloud Storage and Azure Blob Storage, Storage Management is designed to help organisations address…
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VAST Data expands enterprise AI alliance with Google Cloud
VAST Data expands enterprise AI alliance with Google Cloud AI operating system company VAST Data has expanded its partnership with Google Cloud to enable customers to deploy the VAST Data AI OS as a fully managed service across hybrid cloud environments. Under the expanded agreement, enterprises will be able to connect clusters running in Google…
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Creatine-filled swag bags and an embrace from Vance: MAHA marks its ascendance in Trump’s Washington
Creatine-filled swag bags and an embrace from Vance: MAHA marks its ascendance in Trump’s Washington WASHINGTON — Vice President JD Vance lauded the Make America Healthy Again movement as an “incredible part” of the Trump administration’s success at a mostly closed-door event at the glitzy Waldorf Astoria on Wednesday. Dubbed the “Official MAHA Summit,” top…
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STAT+: FDA chiefs offer roadmap to expand custom gene-editing treatments like Baby KJ’s
STAT+: FDA chiefs offer roadmap to expand custom gene-editing treatments like Baby KJ’s Top Food and Drug Administration officials on Wednesday detailed a roadmap for approving the world’s first personalized gene-editing treatments. The perspective, published in the New England Journal of Medicine, comes six months after researchers announced they had crafted a custom gene-editing treatment…
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STAT+: The real story behind AI water usage
STAT+: The real story behind AI water usage You’re reading the web edition of STAT’s AI Prognosis newsletter, our subscriber-exclusive guide to artificial intelligence in health care and medicine. Sign up to get it delivered in your inbox every Wednesday. As you’ll see, AI Prognosis looks a little different today because I’ve been busy attending and traveling…
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STAT+: AbbVie cuts ties with Google-backed longevity company, lays off scientists
STAT+: AbbVie cuts ties with Google-backed longevity company, lays off scientists AbbVie is ending a decade-long partnership with Calico Life Sciences, an Alphabet-funded biotech company focused on aging research, and laying off chemists working on discovering new drugs. The moves, detailed in internal emails sent Tuesday and viewed by STAT, come as the pharmaceutical giant…
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STAT+: Why is Eli Lilly worth nearly $1 trillion?
STAT+: Why is Eli Lilly worth nearly $1 trillion? Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Good morning. We’ve got big FDA news to get into today — let’s get straight into it. FDA names Richard Pazdur as top drug regulator The…
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Matthew McConaughey, Michael Caine Team Up With ElevenLabs to Recreate Their Voices Using AI
Matthew McConaughey, Michael Caine Team Up With ElevenLabs to Recreate Their Voices Using AI While some Hollywood stars license their voices to AI platforms, others threaten lawsuits and condemn the technology. Vismaya V Go to decrypt.co
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Why Bitcoin Traders Are Eyeing This Week’s Upcoming US Inflation Print
Why Bitcoin Traders Are Eyeing This Week’s Upcoming US Inflation Print Bitcoin traders are bracing for fresh U.S. inflation data that could steer Federal Reserve policy and dictate the market’s next major move. Akash Girimath Go to decrypt.co
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Canary XRP ETF Likely to Start Trading This Week After SEC Filing
Canary XRP ETF Likely to Start Trading This Week After SEC Filing The fund could begin trading as early as Thursday. Mathew Di Salvo Go to decrypt.co
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User Revolt Erupts on X as Character AI Quit Posts Go Viral
User Revolt Erupts on X as Character AI Quit Posts Go Viral User defections from Character.AI surged after a viral screenshot highlighted the app’s emotionally charged account-deletion prompt. Jason Nelson Go to decrypt.co
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Pro-XRP Lawyer John Deaton Is Running for Senate in Massachusetts—Again
Pro-XRP Lawyer John Deaton Is Running for Senate in Massachusetts—Again Crypto-focused lawyer John Deaton is taking on Democrat Ed Markey after losing by 20 points to industry foil Elizabeth Warren last year. Sander Lutz Go to decrypt.co
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Tractable Instances of Bilinear Maximization: Implementing LinUCB on Ellipsoids
Tractable Instances of Bilinear Maximization: Implementing LinUCB on Ellipsoids arXiv:2511.07504v1 Announce Type: new Abstract: We consider the maximization of $x^top theta$ over $(x,theta) in mathcal{X} times Theta$, with $mathcal{X} subset mathbb{R}^d$ convex and $Theta subset mathbb{R}^d$ an ellipsoid. This problem is fundamental in linear bandits, as the learner must solve it at every time step…
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Infinite-Dimensional Operator/Block Kaczmarz Algorithms: Regret Bounds and $lambda$-Effectiveness
Infinite-Dimensional Operator/Block Kaczmarz Algorithms: Regret Bounds and $lambda$-Effectiveness arXiv:2511.07604v1 Announce Type: new Abstract: We present a variety of projection-based linear regression algorithms with a focus on modern machine-learning models and their algorithmic performance. We study the role of the relaxation parameter in generalized Kaczmarz algorithms and establish a priori regret bounds with explicit $lambda$-dependence to…
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Robust Experimental Design via Generalised Bayesian Inference
Robust Experimental Design via Generalised Bayesian Inference arXiv:2511.07671v1 Announce Type: new Abstract: Bayesian optimal experimental design is a principled framework for conducting experiments that leverages Bayesian inference to quantify how much information one can expect to gain from selecting a certain design. However, accurate Bayesian inference relies on the assumption that one’s statistical model of…
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Distributionally Robust Online Markov Game with Linear Function Approximation
Distributionally Robust Online Markov Game with Linear Function Approximation arXiv:2511.07831v1 Announce Type: new Abstract: The sim-to-real gap, where agents trained in a simulator face significant performance degradation during testing, is a fundamental challenge in reinforcement learning. Extansive works adopt the framework of distributionally robust RL, to learn a policy that acts robustly under worst case…
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PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure
PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure arXiv:2511.07997v1 Announce Type: new Abstract: We revisit the problem of generating synthetic data under differential privacy. To address the core limitations of marginal-based methods, we propose the Private Adaptive Generative Adversarial Network with Bayes Network Structure (PrAda-GAN), which integrates the strengths of both GAN-based…
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Do You Really Need GraphRAG? A Practitioner’s Guide Beyond the Hype
Do You Really Need GraphRAG? A Practitioner’s Guide Beyond the Hype A perspective on GraphRAG design best practices, challenges and learnings The post Do You Really Need GraphRAG? A Practitioner’s Guide Beyond the Hype appeared first on Towards Data Science. Partha Sarkar Go to original source
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The Three Ages of Data Science: When to Use Traditional Machine Learning, Deep Learning, or an LLM (Explained with One Example)
The Three Ages of Data Science: When to Use Traditional Machine Learning, Deep Learning, or an LLM (Explained with One Example) A practical use case to describe how the data scientist job changed across three generations of machine learning The post The Three Ages of Data Science: When to Use Traditional Machine Learning, Deep Learning,…
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How to Build Agents with GPT-5
How to Build Agents with GPT-5 Learn how to use GPT-5 as a powerful AI Agent on your data. The post How to Build Agents with GPT-5 appeared first on Towards Data Science. Eivind Kjosbakken Go to original source
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AI Hype: Don’t Overestimate the Impact of AI
AI Hype: Don’t Overestimate the Impact of AI Targeting moonshots instead of trolleys The post AI Hype: Don’t Overestimate the Impact of AI appeared first on Towards Data Science. Pascal Janetzky Go to original source
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Chainguard Secures $280M in Financing to Foster Next Era of Open Source Software
Chainguard Secures $280M in Financing to Foster Next Era of Open Source Software Chainguard, a trusted source for open source, announced it has received $280 million in growth financing from General Catalyst’s?Customer Value Fund (CVF), enabling the company to meet growing demand and accelerate its mission to make open source software trustworthy by default. Go…
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Zadara and Micro Support Group (MSG) Collaborate to Deliver Multi-Tenant AI Clouds Powered by NVIDIA GPUs
Zadara and Micro Support Group (MSG) Collaborate to Deliver Multi-Tenant AI Clouds Powered by NVIDIA GPUs Zadara, a sovereign AI cloud leader and Micro Support Group (MSG),?a leading technology provider based in the Northeast U.S., are partnering to offer Zadara-powered multi-tenant AI clouds, sovereign clouds, and a VMware alternative?helping enterprises modernize their infrastructure with cost-effective,…
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How electric cars and heat pumps can help Switzerland implement its energy strategy
How electric cars and heat pumps can help Switzerland implement its energy strategy In the future, flexibly operated heat pumps and electric cars could reduce both electricity imports and electricity prices. That is according to a new study by a Swiss research consortium led by ETH Zurich. Go to techxplore
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New algorithm enhances Doppler resolution of unmanned vehicle radars
New algorithm enhances Doppler resolution of unmanned vehicle radars A research team has developed an extrapolation-based Doppler resolution enhancement algorithm for frequency modulated continuous wave radars. The algorithm improves system performance, offering an advancement that is superior to existing ultra-high-resolution technologies. Go to techxplore
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Spray 3D concrete printing simulator boosts strength and design
Spray 3D concrete printing simulator boosts strength and design Concrete 3D printing reduces both time and cost by eliminating traditional formwork, the temporary mold for casting. Yet most of today’s systems rely on extrusion-based methods, which deposit material very close to a nozzle layer by layer. This makes it impossible to print around reinforcement bars…
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Once considered quality problems, substrate defects now enable precise control of semiconductor crystal growth
Once considered quality problems, substrate defects now enable precise control of semiconductor crystal growth A team led by researchers at Rensselaer Polytechnic Institute (RPI) has made a breakthrough in semiconductor development that could reshape the way we produce computer chips, optoelectronics and quantum computing devices. Go to techxplore