不知道 不明了 不想要
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U.S. TikTok Deal Takes Shape with Oracle and Other Joint Investors at the Helm
U.S. TikTok Deal Takes Shape with Oracle and Other Joint Investors at the Helm A group of three investors, including Oracle, and private-equity firm Silver Lake, will take a roughly 50% stake in TikTok U.S., capping off months of talks regarding efforts to extract TikTok’s U.S. assets from the global platform, line up American investors,…
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What is Oracle APEX? A Comprehensive Guide for IT Professionals
What is Oracle APEX? A Comprehensive Guide for IT Professionals In today’s fast-paced digital landscape, businesses can no longer afford the long timelines and heavy budgets that come with traditional application development. Organizations need to innovate faster, deliver secure apps at scale, and keep pace with evolving user expectations?all without ballooning costs or resources. Go…
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What is Oracle APEX? A Comprehensive Guide for IT Professionals
What is Oracle APEX? A Comprehensive Guide for IT Professionals In today’s fast-paced digital landscape, businesses can no longer afford the long timelines and heavy budgets that come with traditional application development. Organizations need to innovate faster, deliver secure apps at scale, and keep pace with evolving user expectations?all without ballooning costs or resources. Go…
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Palladium filters could enable cheaper, more efficient generation of hydrogen fuel
Palladium filters could enable cheaper, more efficient generation of hydrogen fuel Palladium is one of the keys to jump-starting a hydrogen-based energy economy. The silvery metal is a natural gatekeeper against every gas except hydrogen, which it readily lets through. For its exceptional selectivity, palladium is considered one of the most effective materials at filtering…
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Exploring alternative metals for longer-lasting, faster-charging batteries
Exploring alternative metals for longer-lasting, faster-charging batteries Yan Yao, a professor at University of Houston’s Cullen College of Engineering, along with collaborators from Singapore, Zhejiang University and Seoul National University, have published a review in the journal Science eying alternative metals for battery anodes. Go to techxplore
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One-atom-thick filter helps lithium–sulfur batteries keep their charge
One-atom-thick filter helps lithium–sulfur batteries keep their charge Longer-lasting phones, lighter drones, electric cars that drive farther. These are just some of the possibilities thanks to a new battery separator design from University of Florida researchers and their partners. Go to techxplore
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Kirigami parachute suitable for humanitarian missions stabilizes quickly and doesn’t pitch
Kirigami parachute suitable for humanitarian missions stabilizes quickly and doesn’t pitch A team of engineers from Polytechnique Montréal report a new and unique parachute concept inspired by the Japanese art of kirigami today in Nature. This simple, robust and low-cost approach has a wide variety of potential applications ranging from humanitarian aid to space exploration.…
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Q&A: Can AI persuade you to go vegan—or harm yourself?
Q&A: Can AI persuade you to go vegan—or harm yourself? Large language models are more persuasive than humans, according to recent UBC research published as part of the Proceedings of the Third Workshop on Social Influence in Conversations (SICon 2025). Go to techxplore
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Databricks enters $150m partnership with OpenAI
Databricks enters $150m partnership with OpenAI Databricks has entered into a multi-year, US$100 million ($151.5 million) partnership with OpenAI to expand enterprise access to generative AI models. Under the agreement, OpenAI’s models will be made natively available within the Databricks Data Intelligence Platform and its flagship AI product Agent Bricks. The collaboration is designed to…
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STAT+: U.K. is urged to probe drugmakers for conspiring to scrap or halt investments amid pricing disputes
STAT+: U.K. is urged to probe drugmakers for conspiring to scrap or halt investments amid pricing disputes The U.K.’s antitrust regulator has been asked by patient advocacy groups to investigate several large drugmakers and their U.K. lobbying organization for “suspected” and “coordinated” efforts to drive up the prices of medicines. The backdrop to the complaint…
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STAT+: Trump administration backs off 100% pharma tariffs threatened to start today
STAT+: Trump administration backs off 100% pharma tariffs threatened to start today WASHINGTON — President Trump told pharmaceutical companies last week that they should start building infrastructure in the U.S. — or face a 100% tariff, starting Wednesday. But a White House official told STAT on Wednesday that the tariffs have not gone into effect…
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Autoimmune responses found in ALS, pointing to a new way to view the deadly disease
Autoimmune responses found in ALS, pointing to a new way to view the deadly disease Researchers have found that patients with amyotrophic lateral sclerosis have autoimmune responses, a finding with the potential to reshape how scientists think of the devastating and complex neurologic disorder. A team led by scientists at La Jolla Institute for Immunology…
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STAT+: How AI may create new battles over drug patents
STAT+: How AI may create new battles over drug patents 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. How AI may affect biotech patents While planning a road trip earlier this year, I…
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STAT+: Pharmalittle: We’re reading about Trump’s drug-pricing plans, Medicare talks, and more
STAT+: Pharmalittle: We’re reading about Trump’s drug-pricing plans, Medicare talks, and more Top of the morning to you. The middle of the week is upon us and, since you made it this far, why not forge ahead? After all, there is always light at the end of the proverbial tunnel. You never know what you…
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Bug Bounties Hit Limits as AI Puts Crypto Hackers on Equal Footing
Bug Bounties Hit Limits as AI Puts Crypto Hackers on Equal Footing Immunefi CEO Mitchell Amador told Decrypt AI has armed hackers with tools once exclusive to security firms, reducing costs to pennies. Vismaya V Go to decrypt.co
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Sei’s Strategy in Asia: Compliance First, Institutions Next
Sei’s Strategy in Asia: Compliance First, Institutions Next Sei is betting on institutional tokenization deals and surging Korean trading activity to anchor its expansion in Asia, its growth chief told Decrypt. Sebastian Sinclair Go to decrypt.co
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BNB Chain X Account ‘May Have Been Compromised,’ Says Binance Founder
BNB Chain X Account ‘May Have Been Compromised,’ Says Binance Founder Binance’s founder is urging users not to click on any malicious links associated with a potentially compromised BNB Chain account on X. Akash Girimath Go to decrypt.co
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Tron Inc. Shares Tumble 85% From June Peak Amid DAT Market Slump
Tron Inc. Shares Tumble 85% From June Peak Amid DAT Market Slump Experts Decrypt spoke with cite Tron Inc.’s 85% stock plunge as part of broader crypto treasury hype beginning to cool. Akash Girimath Go to decrypt.co
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SEC No-Action Letter Creates Opening for More Firms to Serve as Crypto Custodians
SEC No-Action Letter Creates Opening for More Firms to Serve as Crypto Custodians The clarification of the regulator’s stance creates a potential opening for a wider group of firms to serve as custodians for digital assets. James Rubin Go to decrypt.co
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Neural Optimal Transport Meets Multivariate Conformal Prediction
Neural Optimal Transport Meets Multivariate Conformal Prediction arXiv:2509.25444v1 Announce Type: new Abstract: We propose a framework for conditional vector quantile regression (CVQR) that combines neural optimal transport with amortized optimization, and apply it to multivariate conformal prediction. Classical quantile regression does not extend naturally to multivariate responses, while existing approaches often ignore the geometry of…
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One-shot Conditional Sampling: MMD meets Nearest Neighbors
One-shot Conditional Sampling: MMD meets Nearest Neighbors arXiv:2509.25507v1 Announce Type: new Abstract: How can we generate samples from a conditional distribution that we never fully observe? This question arises across a broad range of applications in both modern machine learning and classical statistics, including image post-processing in computer vision, approximate posterior sampling in simulation-based inference,…
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Conservative Decisions with Risk Scores
Conservative Decisions with Risk Scores arXiv:2509.25588v1 Announce Type: new Abstract: In binary classification applications, conservative decision-making that allows for abstention can be advantageous. To this end, we introduce a novel approach that determines the optimal cutoff interval for risk scores, which can be directly available or derived from fitted models. Within this interval, the algorithm…
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Coupling Generative Modeling and an Autoencoder with the Causal Bridge
Coupling Generative Modeling and an Autoencoder with the Causal Bridge arXiv:2509.25599v1 Announce Type: new Abstract: We consider inferring the causal effect of a treatment (intervention) on an outcome of interest in situations where there is potentially an unobserved confounder influencing both the treatment and the outcome. This is achievable by assuming access to two separate…
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Beyond ROC-AUC and KS: The Gini Coefficient, Explained Simply
Beyond ROC-AUC and KS: The Gini Coefficient, Explained Simply Understanding Gini and Lorenz curves for smarter model evaluation The post Beyond ROC-AUC and KS: The Gini Coefficient, Explained Simply appeared first on Towards Data Science. Nikhil Dasari Go to original source
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How to Build Effective Agentic Systems with LangGraph
How to Build Effective Agentic Systems with LangGraph Create AI workflows with agentic frameworks The post How to Build Effective Agentic Systems with LangGraph appeared first on Towards Data Science. Eivind Kjosbakken Go to original source
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The Machine Learning Lessons I’ve Learned This Month
The Machine Learning Lessons I’ve Learned This Month September 2025: library or self-made, Ditto and Launchbar, reading widely and deeply The post The Machine Learning Lessons I’ve Learned This Month appeared first on Towards Data Science. Pascal Janetzky Go to original source
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Contentsquare previews agentic AI-driven content analytics
Contentsquare previews agentic AI-driven content analytics Content analytics can be complicated, but natural language and agentic AI can simplify the process. Go to techtarget
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Keeper Security Integrates with Google Security Operations to Expands Visibility into Privileged Access
Keeper Security Integrates with Google Security Operations to Expands Visibility into Privileged Access Keeper Security, a leading zero-trust and zero-knowledge Privileged Access Management (PAM) platform, is offering a new integration with Google Security Operations?enabling the integration of privileged access activity from Keeper into the Google Security Operations platform. Go to dbta
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Chainguard Libraries for JavaScript Help Organizations Build Software More Safely and Efficiently
Chainguard Libraries for JavaScript Help Organizations Build Software More Safely and Efficiently Chainguard, a trusted foundation for software development and deployment, is launching Chainguard Libraries for JavaScript, a collection of trusted builds of thousands of common JavaScript dependencies that are malware-resistant and built from source on SLSA L2 infrastructure. Go to dbta
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Cloudflare Celebrates its Birthday by Unveiling the Cloudflare Data Platform
Cloudflare Celebrates its Birthday by Unveiling the Cloudflare Data Platform Cloudflare is building on its foundation with the launch of the Cloudflare Data Platform, a complete solution for ingesting, storing, and querying analytical data tables. Go to dbta
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Emerging Technologies: The Most Profound Technology Developments This Year
Emerging Technologies: The Most Profound Technology Developments This Year In recent months, the ground has been moving underneath the feet of the overseers of enterprise data and IT environments. AI is bringing new challenges, along with seemingly insatiable business demands for real-time insights. To explore the most compelling technologies promising to shape the data world…
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Simulation tool improves accuracy and speed of electric grid modeling
Simulation tool improves accuracy and speed of electric grid modeling Covering half of North America, the U.S. electric grid functions somewhat like a vast, complex organism. Researchers at the Department of Energy’s Oak Ridge National Laboratory have developed a new simulation platform for understanding and predicting the behavior of this modern grid. Using a combination…
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Humans extend forgiveness to machines just as they do to people, study reveals
Humans extend forgiveness to machines just as they do to people, study reveals When a machine fails, our first reaction is often frustration. A computer freezing at the worst possible moment, a navigation app leading us straight into a traffic jam, or a washing machine suddenly stopping mid-cycle—all are everyday situations that trigger anger and…
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Semiconductor neuron mimics brain’s memory and adaptive response abilities
Semiconductor neuron mimics brain’s memory and adaptive response abilities The human brain does more than simply regulate synapses that exchange signals; individual neurons also process information through intrinsic plasticity, the adaptive ability to become more sensitive or less sensitive depending on context. Existing artificial intelligence semiconductors, however, have struggled to mimic this flexibility of the…
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Amazon unveils new generation of AI-powered Kindle and other devices
Amazon unveils new generation of AI-powered Kindle and other devices Online juggernaut Amazon Inc. unveiled its next generation of Kindle, Ring and Echo devices, among other gadgets, that are all powered by artificial intelligence and connected to Alexa+, its AI-infused personal assistant, which made its debut in February. Go to techxplore
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OpenAI’s ChatGPT now lets users buy from Etsy, Shopify in push for chatbot shopping
OpenAI’s ChatGPT now lets users buy from Etsy, Shopify in push for chatbot shopping OpenAI is turning ChatGPT into a virtual merchant that can help sell goods for Etsy and Shopify as the artificial intelligence company looks for new revenue in online commerce. Go to techxplore
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Laying the foundation for agentic AI with resilient 5G connectivity
Laying the foundation for agentic AI with resilient 5G connectivity Even a few minutes of downtime is unacceptable for network managers. It frustrates customers, derails operations, and costs business revenue. Now imagine that outage in a world where agentic AI handles customer service, trouble shooting and remediation workflows. The margin for error disappears. According to…
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Cybersecurity skills gap widening in Australia: report
Cybersecurity skills gap widening in Australia: report The Information Security Audit and Control Association (ISACA) has found that cybersecurity teams in Australia remain stretched thin, with more than half (54%) understaffed and 58% reporting unfilled positions. Yet despite this shortage, only a third of enterprises (34%) are training non-security staff to move into cyber roles,…
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Schneider Electric unveils full liquid cooling portfolio
Schneider Electric unveils full liquid cooling portfolio Schneider Electric has provided its first look at its complete liquid cooling portfolio following its acquisition and integration of Motivair earlier this year. The recently unveiled portfolio of end-to-end cooling solutions include lines of coolant distribution units, rear door heat exchangers, liquid-to-air heat dissipation units, dynamic cold plates…
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Low-income children lack access to Covid vaccines because of approval delay
Low-income children lack access to Covid vaccines because of approval delay Two weeks after a federal committee of vaccine advisers approved new recommendations for who should get Covid-19 shots, neither Health and Human Services Secretary Robert F. Kennedy Jr. nor his deputy have signed off, leaving states unable to order updated shots for low-income children.…
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STAT+: Trump, Pfizer, and the art of a drug pricing deal
STAT+: Trump, Pfizer, and the art of a drug pricing deal Amid all the hand-shaking and back-patting, it was perhaps the word “friendship” that stood out the most when the CEO of Pfizer joined President Trump to address a drug pricing deal in the Oval Office. “But most of all, Mr. President, I want to…
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Home hospital programs in ‘terror’ as they grind to halt ahead of government shutdown
Home hospital programs in ‘terror’ as they grind to halt ahead of government shutdown On any given day, dozens of patients waiting for hospital rooms line the hallways of the emergency department at UMass Memorial Medical Center’s University Campus. It’s one reason the Worcester-based health system dove into delivering home hospital care four years ago. …
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Opinion: The Trump administration’s Soviet approach to autism policy
Opinion: The Trump administration’s Soviet approach to autism policy When it comes to developmental disability, the Kennedy legacy is as storied as anywhere else. In 1961, President John F. Kennedy appointed the President’s Panel on Mental Retardation (PPMR), a blue-ribbon initiative designed to put forward a national plan of action for what we today refer…
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Trump strikes deal with Pfizer aimed at lowering prescription drug prices
Trump strikes deal with Pfizer aimed at lowering prescription drug prices WASHINGTON — President Trump announced on Tuesday that Pfizer has agreed to offer lower prices on its drugs to the Medicaid program and directly to patients, the first in what he said would be a series of deals intended to secure cheaper prescription medicines…
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Ex-LA Sheriff’s Deputy Pleads Guilty to Extortion Scheme With ‘Crypto Godfather’
Ex-LA Sheriff’s Deputy Pleads Guilty to Extortion Scheme With ‘Crypto Godfather’ The former LA County deputy has admitted to conspiring with a self-styled “crypto godfather” to extort victims by staging false arrests. Vismaya V Go to decrypt.co
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The Debate Raging Over Bitcoin’s Future
The Debate Raging Over Bitcoin’s Future A major change for Bitcoin is coming, reigniting disputes over whether it should remain strictly immutable or adapt to new pressures. Vince Dioquino Go to decrypt.co
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Bitcoin Staking Debuts on Ethereum Layer-2 Starknet With STRK Incentives
Bitcoin Staking Debuts on Ethereum Layer-2 Starknet With STRK Incentives Bitcoin is now a core part of Starknet’s ecosystem, as the Ethereum layer-2 network began using the asset as a way to secure itself. André Beganski Go to decrypt.co
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Solana ETF Approval Odds Now a Certainty, Eric Balchunas Says
Solana ETF Approval Odds Now a Certainty, Eric Balchunas Says A Solana ETF may be nearing approval after changes to SEC procedures stripped away the old review timeline, one expert thinks. Akash Girimath Go to decrypt.co
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New Study Shows AI Outpaces Humans in Game Testing
New Study Shows AI Outpaces Humans in Game Testing NetEase-backed study shows language model agents may detect bugs faster and with greater coverage than existing tools. Jason Nelson Go to decrypt.co
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Variance-Bounded Evaluation without Ground Truth: VB-Score
Variance-Bounded Evaluation without Ground Truth: VB-Score arXiv:2509.22751v1 Announce Type: new Abstract: Reliable evaluation is a central challenge in machine learning when tasks lack ground truth labels or involve ambiguity and noise. Conventional frameworks, rooted in the Cranfield paradigm and label-based metrics, fail in such cases because they cannot assess how robustly a system performs under…
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Concept activation vectors: a unifying view and adversarial attacks
Concept activation vectors: a unifying view and adversarial attacks arXiv:2509.22755v1 Announce Type: new Abstract: Concept Activation Vectors (CAVs) are a tool from explainable AI, offering a promising approach for understanding how human-understandable concepts are encoded in a model’s latent spaces. They are computed from hidden-layer activations of inputs belonging either to a concept class or…
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Identifying Memory Effects in Epidemics via a Fractional SEIRD Model and Physics-Informed Neural Networks
Identifying Memory Effects in Epidemics via a Fractional SEIRD Model and Physics-Informed Neural Networks arXiv:2509.22760v1 Announce Type: new Abstract: We develop a physics-informed neural network (PINN) framework for parameter estimation in fractional-order SEIRD epidemic models. By embedding the Caputo fractional derivative into the network residuals via the L1 discretization scheme, our method simultaneously reconstructs epidemic…
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A theoretical guarantee for SyncRank
A theoretical guarantee for SyncRank arXiv:2509.22766v1 Announce Type: new Abstract: We present a theoretical and empirical analysis of the SyncRank algorithm for recovering a global ranking from noisy pairwise comparisons. By adopting a complex-valued data model where the true ranking is encoded in the phases of a unit-modulus vector, we establish a sharp non-asymptotic recovery…
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Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression
Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression arXiv:2509.22794v1 Announce Type: new Abstract: We study instrumental variable regression (IVaR) under differential privacy constraints. Classical IVaR methods (like two-stage least squares regression) rely on solving moment equations that directly use sensitive covariates and instruments, creating significant risks of privacy leakage and posing challenges in designing…
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Preparing Video Data for Deep Learning: Introducing Vid Prepper
Preparing Video Data for Deep Learning: Introducing Vid Prepper A guide to fast video data preprocessing for machine learning The post Preparing Video Data for Deep Learning: Introducing Vid Prepper appeared first on Towards Data Science. Jamie Petherbridge-Conroy Go to original source
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I Made My AI Model 84% Smaller and It Got Better, Not Worse
I Made My AI Model 84% Smaller and It Got Better, Not Worse The counterintuitive approach to AI optimization that’s changing how we deploy models The post I Made My AI Model 84% Smaller and It Got Better, Not Worse appeared first on Towards Data Science. Arjun Kaarat Go to original source
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MCP in Practice
MCP in Practice Mapping power, concentration, and usage in the emerging AI developer ecosystem The post MCP in Practice appeared first on Towards Data Science. Sruly Rosenblat Go to original source
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Snowflake’s AI capabilities fueling music data specialist
Snowflake’s AI capabilities fueling music data specialist Luminate, which provides the data for Billboard’s music charts and informs other entertainment industry clients, is developing agents using the data platform vendor’s tools. Go to techtarget
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EDB Contributions to PostgreSQL 18 Deliver Faster Performance, Stronger Security, and Greater Flexibility
EDB Contributions to PostgreSQL 18 Deliver Faster Performance, Stronger Security, and Greater Flexibility EnterpriseDB?(EDB), the leading Postgres?data and AI company, unveiled its key contributions to PostgreSQL 18, building on its momentum with more than?200 new features?that make it easier for organizations to run secure, high-performance, and portable applications across hybrid environments. Go to dbta
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Cloudera Introduces a Unified Platform to Accelerate AI and Analytics Projects
Cloudera Introduces a Unified Platform to Accelerate AI and Analytics Projects Cloudera, bringing AI to data anywhere, is introducing updates to its platforms, specifically Cloudera Iceberg REST Catalog and Cloudera Lakehouse Optimizer, to strengthen the company’s commitment to delivering the best open data lakehouse powered by Iceberg. Go to dbta
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Snowflake Unites Industry Leaders with the Open Semantic Interchange Initiative to Create a Universal Semantic Data Framework?
Snowflake Unites Industry Leaders with the Open Semantic Interchange Initiative to Create a Universal Semantic Data Framework? Snowflake, the AI Data Cloud company, is partnering with leading industry players and ecosystem vendors, including?Salesforce, BlackRock, dbt Labs, and RelationalAI,?to lead the Open Semantic Interchange (OSI), a new open source initiative. Go to dbta
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Interrupting encoder training in diffusion models enables more efficient generative AI
Interrupting encoder training in diffusion models enables more efficient generative AI A new framework for generative diffusion models was developed by researchers at Science Tokyo, significantly improving generative AI models. The method reinterpreted Schrödinger bridge models as variational autoencoders with infinitely many latent variables, reducing computational costs and preventing overfitting. By appropriately interrupting the training…
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Tool for training-free, real-time video editing and background separation developed
Tool for training-free, real-time video editing and background separation developed Bar-Ilan University announced today that a team from its Department of Computer Science has developed a breakthrough in video processing that significantly simplifies the separation of foreground objects from their backgrounds, without the need for extensive training or optimization. The new method, called OmnimatteZero, was…
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Robot navigation improves 30% by mimicking how humans spread and forget information
Robot navigation improves 30% by mimicking how humans spread and forget information A research team has developed a new “Physical AI” technology that improves the efficiency of multi-robot autonomous navigation by modeling the spread and forgetting of social issues. This achievement is expected to become a key technology for boosting the productivity of autonomous mobile…
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Optical interference sensor system developed for simultaneous precision force and depth measurement
Optical interference sensor system developed for simultaneous precision force and depth measurement A research team led by Professor Cheol Song at the Department of Robotics and Mechatronics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), has successfully developed an optical interferometer-based sensor system that can simultaneously measure ultra-precise force and depth information. As this…
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Building better batteries with amorphous materials and machine learning
Building better batteries with amorphous materials and machine learning Lithium-ion batteries power most electronics, but they have limited energy density—they can store only a certain amount of energy per mass or volume of the battery. Go to techxplore
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STAT+: Top FDA drug regulator’s unusual criticism of a therapy gets Wall Street wagging
STAT+: Top FDA drug regulator’s unusual criticism of a therapy gets Wall Street wagging Is George Tidmarsh, the Food and Drug Administration’s top regulator, trying to exact revenge on a prominent Wall Street investor after a run-in with him six years ago? It’s the question biotech investors were wagging about all Monday after Tidmarsh used…
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Warning: Serious cardiovascular events don’t come out of the blue
Warning: Serious cardiovascular events don’t come out of the blue Heart attacks, heart failure, and strokes don’t come out of nowhere, a new study concludes. The first time they strike, patients, clinicians, and researchers might think there were no red flags. But a prospective cohort study reports that more than 99% of people who experienced…
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STAT+: Pharmalittle: We’re reading about a new GSK CEO, AstraZeneca’s stock listing, and more
STAT+: Pharmalittle: We’re reading about a new GSK CEO, AstraZeneca’s stock listing, and more Good morning, everyone, and welcome to another working week. We hope the weekend respite was relaxing and invigorating, because that oh-so familiar routine of deadlines, online meetings, and phone calls has predictably returned. But what can you do? The world, such…
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Answering burning questions on MMR vaccines
Answering burning questions on MMR vaccines Get your daily dose of health and medicine every weekday with STAT’s free newsletter Morning Rounds. Sign up here. Good morning. Outside of concerts, have you ever screamed at the top of your lungs with thousands of other people? Attendees at this year’s AAP National Conference let one out the…
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Telegram Founder Alleges French Role in Moldova Vote Censorship
Telegram Founder Alleges French Role in Moldova Vote Censorship Durov alleges authorities exploited his legal troubles to suppress opposition voices ahead of Moldova’s parliamentary vote. Vismaya V Go to decrypt.co
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Solana, Dogecoin and Others Lead Gains as Short Liquidations Top $260M
Solana, Dogecoin and Others Lead Gains as Short Liquidations Top $260M Crypto markets rebounded over the weekend, lifting Solana, Dogecoin and XRP as short covering fueled gains across altcoins, Decrypt was told. Akash Girimath Go to decrypt.co
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Solana Developers Consider Removing Block Limits Post-Alpenglow Upgrade
Solana Developers Consider Removing Block Limits Post-Alpenglow Upgrade The new proposal seeks to scrap Solana’s 60 million compute unit cap, letting block size scale with validator hardware. Vince Dioquino Go to decrypt.co
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Bitcoin ETFs End Four-Week Streak on Quarter-End Rebalancing: What’s Next?
Bitcoin ETFs End Four-Week Streak on Quarter-End Rebalancing: What’s Next? U.S. spot Bitcoin ETFs posted their first weekly outflow in over a month as quarter-end rebalancing triggered sharp redemptions. Akash Girimath Go to decrypt.co
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Researchers Build Microscopic Gears Powered by Light in Milestone for Nano-Scale Machines
Researchers Build Microscopic Gears Powered by Light in Milestone for Nano-Scale Machines Breakthrough “metamachines” show how beams of light can drive gears and levers smaller than a grain of dust—opening doors to future lab-on-a-chip devices, optical switches, and biomedical tools. Josh Quittner Go to decrypt.co
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Near-Optimal Experiment Design in Linear non-Gaussian Cyclic Models
Near-Optimal Experiment Design in Linear non-Gaussian Cyclic Models arXiv:2509.21423v1 Announce Type: new Abstract: We study the problem of causal structure learning from a combination of observational and interventional data generated by a linear non-Gaussian structural equation model that might contain cycles. Recent results show that using mere observational data identifies the causal graph only up…
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General Pruning Criteria for Fast SBL
General Pruning Criteria for Fast SBL arXiv:2509.21572v1 Announce Type: new Abstract: Sparse Bayesian learning (SBL) associates to each weight in the underlying linear model a hyperparameter by assuming that each weight is Gaussian distributed with zero mean and precision (inverse variance) equal to its associated hyperparameter. The method estimates the hyperparameters by marginalizing out the…
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IndiSeek learns information-guided disentangled representations
IndiSeek learns information-guided disentangled representations arXiv:2509.21584v1 Announce Type: new Abstract: Learning disentangled representations is a fundamental task in multi-modal learning. In modern applications such as single-cell multi-omics, both shared and modality-specific features are critical for characterizing cell states and supporting downstream analyses. Ideally, modality-specific features should be independent of shared ones while also capturing all…
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Effective continuous equations for adaptive SGD: a stochastic analysis view
Effective continuous equations for adaptive SGD: a stochastic analysis view arXiv:2509.21614v1 Announce Type: new Abstract: We present a theoretical analysis of some popular adaptive Stochastic Gradient Descent (SGD) methods in the small learning rate regime. Using the stochastic modified equations framework introduced by Li et al., we derive effective continuous stochastic dynamics for these methods.…
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SADA: Safe and Adaptive Inference with Multiple Black-Box Predictions
SADA: Safe and Adaptive Inference with Multiple Black-Box Predictions arXiv:2509.21707v1 Announce Type: new Abstract: Real-world applications often face scarce labeled data due to the high cost and time requirements of gold-standard experiments, whereas unlabeled data are typically abundant. With the growing adoption of machine learning techniques, it has become increasingly feasible to generate multiple predicted…
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Weekly Entering & Transitioning – Thread 29 Sep, 2025 – 06 Oct, 2025
Weekly Entering & Transitioning – Thread 29 Sep, 2025 – 06 Oct, 2025 Welcome to this week’s entering & transitioning thread! This thread is for any questions about getting started, studying, or transitioning into the data science field. Topics include: Learning resources (e.g. books, tutorials, videos) Traditional education (e.g. schools, degrees, electives) Alternative education (e.g.…
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What interesting projects are you working on that are not related to AI?
What interesting projects are you working on that are not related to AI? Share links if possible. submitted by /u/yaymayhun [link] [comments] /u/yaymayhun Go to original source
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What a Drunk Man Can Teach Us About Time Series Forecasting
What a Drunk Man Can Teach Us About Time Series Forecasting Autocorrelation & The Random Walk explained with a drunk man 🍺 Let me illustrate this statistical concept with an example we can all visualize. Imagine a drunk man wandering a city. His steps are completely random and unpredictable. Here’s the intuition: – His current…
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Relationship between ROC AUC and Gain curve?
Relationship between ROC AUC and Gain curve? Heya, I been studying the gains curve, and I’ve noticed there’s a relationship between the gains curve and ROC curve the smaller the base rate the closer is gains curve is to ROC curve. Anyway onto the point, is if fair to assume that for two models if…
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Oscillatory Coordination in Cognitive Architectures: Old Dog, New Math
Oscillatory Coordination in Cognitive Architectures: Old Dog, New Math Been working in AI since before it was cool (think 80s expert systems, not ChatGPT hype). Lately I’ve been developing this cognitive architecture called OGI that uses Top-K gating between specialized modules. Works well, proved the stability, got the complexity down to O(k²). But something’s been…
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Eulerian Melodies: Graph Algorithms for Music Composition
Eulerian Melodies: Graph Algorithms for Music Composition Conceptual overview and an end-to-end Python implementation The post Eulerian Melodies: Graph Algorithms for Music Composition appeared first on Towards Data Science. Chinmay Kakatkar Go to original source
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AI systems can easily lie and deceive us—a fact researchers are painfully aware of
AI systems can easily lie and deceive us—a fact researchers are painfully aware of In the classic film “2001: A Space Odyssey,” astronaut Dave Bowman asks the ship’s artificial intelligence, HAL 9000, to open the pod bay doors to let him back into the spaceship. HAL refuses: “I’m sorry, Dave. I’m afraid I can’t do…
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Study outlines steps for California to reach net-zero emissions by 2045
Study outlines steps for California to reach net-zero emissions by 2045 A 2022 California law mandates net-zero greenhouse gas emissions by 2045 and negative emissions every year thereafter. The state can achieve this but will have to act quickly and thoroughly, and success will require new technologies for sectors difficult to decarbonize, a new Stanford…
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British department store Harrods warns customers that some personal details taken in data breach
British department store Harrods warns customers that some personal details taken in data breach Harrods, the luxury British department store, has warned some customers that their personal data may have been taken in a breach of its online systems. Go to techxplore
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Opinion: Celebrating mifepristone, a hero in modern abortion access, on its 25th anniversary in the U.S.
Opinion: Celebrating mifepristone, a hero in modern abortion access, on its 25th anniversary in the U.S. When the Food and Drug Administration approved mifepristone, the abortion pill, on Sept. 28, 2000, none of us working on expanding access to reproductive health care could have imagined the future we find ourselves in 25 years later. From…
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Google’s Robots Can Now Think, Search the Web and Teach Themselves New Tricks
Google’s Robots Can Now Think, Search the Web and Teach Themselves New Tricks DeepMind’s updated Gemini Robotics models mark a shift from single-task machines to robots that plan multi-step missions. Jose Antonio Lanz Go to decrypt.co
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What Will the Slowing Growth of Bitcoin, Ethereum Treasury Buys Mean for Markets?
What Will the Slowing Growth of Bitcoin, Ethereum Treasury Buys Mean for Markets? Waning accumulations are likely to continue weighing on prices with volatility remaining elevated, three analysts said. James Rubin Go to decrypt.co
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What Is Hyperliquid? The Decentralized Exchange With Its Own Blockchain
What Is Hyperliquid? The Decentralized Exchange With Its Own Blockchain Hyperliquid’s decentralized exchange has rapidly grown to become one of the biggest projects in crypto. Here’s how it works. Ryan Gladwin Go to decrypt.co
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Kickflips for Crypto? This Project Will Pay $28K for a Guinness World Record
Kickflips for Crypto? This Project Will Pay $28K for a Guinness World Record A meme coin bounty is being bankrolled by a DAO called The Haberdashery and several of POIDH’s users. André Beganski Go to decrypt.co
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Learning Triton One Kernel At a Time: Vector Addition
Learning Triton One Kernel At a Time: Vector Addition The basics of GPU programming, optimisation, and your first Triton kernel The post Learning Triton One Kernel At a Time: Vector Addition appeared first on Towards Data Science. Ryan Pégoud Go to original source
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What Clients Really Ask for in AI Projects
What Clients Really Ask for in AI Projects Managing AI projects is no walk in the park, but you have the power to make it easier for everyone The post What Clients Really Ask for in AI Projects appeared first on Towards Data Science. Ivo Bernardo Go to original source
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Underground data fortresses: The nuclear bunkers, mines and mountains being transformed to protect data from attack
Underground data fortresses: The nuclear bunkers, mines and mountains being transformed to protect data from attack It’s a sunny June day in southeast England. I’m driving along a quiet, rural road that stretches through the Kent countryside. The sun flashes through breaks in the hedgerow, offering glimpses of verdant crop fields and old farmhouses. Go…