不知道 不明了 不想要
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STAT+: Pharmalittle: We’re reading about GLP-1 drugs for addiction, FDA funding, and lots more
STAT+: Pharmalittle: We’re reading about GLP-1 drugs for addiction, FDA funding, and lots 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 meetings, deadlines, and messages has returned. But what can you do? There is no pause button to stop…
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El Salvador’s Bitcoin Stash Tops $760M as BTC Breaks Above $122K
El Salvador’s Bitcoin Stash Tops $760M as BTC Breaks Above $122K Sovereign Bitcoin reserves may become a long-term strategy for nations as El Salvador’s gains show multi-year value, Decrypt was told. Vismaya V Go to decrypt.co
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Tornado Cash’s Roman Storm Alleges DOJ Botched Key Telegram Evidence
Tornado Cash’s Roman Storm Alleges DOJ Botched Key Telegram Evidence Storm’s legal counsel alleges prosecutors misattributed a journalist’s message and failed to disclose the mistake immediately. Vince Dioquino Go to decrypt.co
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SharpLink Buys $48M in Ethereum, Lifts Stock Higher in Overnight Trade
SharpLink Buys $48M in Ethereum, Lifts Stock Higher in Overnight Trade The Nasdaq-listed gaming firm turned strategic reserve, has made consecutive eight-figure buys of Ethereum. Callan Quinn Go to decrypt.co
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US Economy in a ‘Goldilocks-Like Equilibrium’ as Bitcoin Blasts Past $121K
US Economy in a ‘Goldilocks-Like Equilibrium’ as Bitcoin Blasts Past $121K Bitcoin’s record-breaking rally is being fueled by tariff-driven trade flows, high Treasury payouts, and a broader shift toward risk assets. Decrypt Staff Go to decrypt.co
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This Week in Crypto Games: ‘Off the Grid’ Token Hits Solana, More Games Shut Down
This Week in Crypto Games: ‘Off the Grid’ Token Hits Solana, More Games Shut Down Off the Grid’s GUN token has expanded from Avalanche to Solana, while the list of crypto games shut down in 2025 only grew last week. Andrew Hayward Go to decrypt.co
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Mallows Model with Learned Distance Metrics: Sampling and Maximum Likelihood Estimation
Mallows Model with Learned Distance Metrics: Sampling and Maximum Likelihood Estimation arXiv:2507.08108v1 Announce Type: new Abstract: textit{Mallows model} is a widely-used probabilistic framework for learning from ranking data, with applications ranging from recommendation systems and voting to aligning language models with human preferences~cite{chen2024mallows, kleinberg2021algorithmic, rafailov2024direct}. Under this model, observed rankings are noisy perturbations of a…
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CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk
CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk arXiv:2507.08150v1 Announce Type: new Abstract: Accurate uncertainty quantification is critical for reliable predictive modeling, especially in regression tasks. Existing methods typically address either aleatoric uncertainty from measurement noise or epistemic uncertainty from limited data, but not necessarily both in a balanced way. We propose CLEAR, a calibration…
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Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks
Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks arXiv:2507.08261v1 Announce Type: new Abstract: Batch normalization (BN) is a ubiquitous operation in deep neural networks used primarily to achieve stability and regularization during network training. BN involves feature map centering and scaling using sample means and variances, respectively. Since these statistics…
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MIRRAMS: Towards Training Models Robust to Missingness Distribution Shifts
MIRRAMS: Towards Training Models Robust to Missingness Distribution Shifts arXiv:2507.08280v1 Announce Type: new Abstract: In real-world data analysis, missingness distributional shifts between training and test input datasets frequently occur, posing a significant challenge to achieving robust prediction performance. In this study, we propose a novel deep learning framework designed to address such shifts in missingness…
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Optimal and Practical Batched Linear Bandit Algorithm
Optimal and Practical Batched Linear Bandit Algorithm arXiv:2507.08438v1 Announce Type: new Abstract: We study the linear bandit problem under limited adaptivity, known as the batched linear bandit. While existing approaches can achieve near-optimal regret in theory, they are often computationally prohibitive or underperform in practice. We propose texttt{BLAE}, a novel batched algorithm that integrates arm…
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Weekly Entering & Transitioning – Thread 14 Jul, 2025 – 21 Jul, 2025
Weekly Entering & Transitioning – Thread 14 Jul, 2025 – 21 Jul, 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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How much DSA for FAANG+ ?
How much DSA for FAANG+ ? Hello all, I am going to be graduating in 6 months and have been practicing Leetcode as I believe this to be my weakest point. I have solved 250 LC with 130 Easy and 120 Hard, covering concepts like arrays, hashing, binary trees, SQL, linked list, two pointers, stack,…
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Toto: A Foundation Time-Series Model Optimized for Observability Data
Toto: A Foundation Time-Series Model Optimized for Observability Data Datadog open-sourced Toto (Time Series Optimized Transformer for Observability), a model purpose-built for observability data. Toto is currently the most extensively pretrained time-series foundation model: The pretraining corpus contains 2.36 trillion tokens, with ~70% coming from Datadog’s private telemetry dataset. Also, Toto currently ranks 2nd in…
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How do you efficiently traverse hundreds of features in the dataset?
How do you efficiently traverse hundreds of features in the dataset? Currently, working on a fintech classification algorithm, with close to a thousand features which is very tiresome. I’m not a domain expert, so creating sensible hypotesis is difficult. How do you tackle EDA and forming reasonable hypotesis in these cases? Even with proper documentation…
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The right questions to find clusters (tangles)
The right questions to find clusters (tangles) Hey everyone, I’m currently working on my bachelor’s thesis and I’m hitting a creative block on a central part – maybe you have some ideas or impulses for me. My dataset consists of 100,000 cleaned job postings from Kaggle (title + description). The goal of my thesis is…
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xAI apologizes for Grok’s offensive posts
xAI apologizes for Grok’s offensive posts Elon Musk’s startup xAI apologized Saturday for offensive posts published by its artificial intelligence assistant Grok this week, blaming them on a software update meant to make it function more like a human. Go to techxplore
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Faced with US heat waves, the Navajo push for power—and A/C
Faced with US heat waves, the Navajo push for power—and A/C Workmen plant electricity poles in the rust-orange earth of the Navajo Nation and run cables to Christine Shorty’s house—finally giving her power against the searing Arizona desert heat. Go to techxplore
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U.S. drops charges against doctor accused of throwing away Covid shots, selling fake vaccine cards
U.S. drops charges against doctor accused of throwing away Covid shots, selling fake vaccine cards The federal government on Saturday dismissed charges against a Utah plastic surgeon accused of throwing away COVID-19 vaccines, giving children saline shots instead of the vaccine and selling faked vaccination cards. U.S. Attorney General Pam Bondi said in a post on the social…
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Why Are So Many Crypto Games Shutting Down? Experts Weigh In
Why Are So Many Crypto Games Shutting Down? Experts Weigh In Experts say launching tokens for crypto games applies unnecessary pressure on development—and makes failures even more public. Ryan Gladwin Go to decrypt.co
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As Bitcoin Matures, Volatility Drops—So Expect Slower Climbs, Say Experts
As Bitcoin Matures, Volatility Drops—So Expect Slower Climbs, Say Experts Bitcoin to the moon? Not so fast, experts say, as the asset has matured and is now being used by traders for more sophisticated bets. Mathew Di Salvo Go to decrypt.co
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Grok 4 Basic Review: $30 a Month for This? Elon Musk’s AI Now Thinks Like Him
Grok 4 Basic Review: $30 a Month for This? Elon Musk’s AI Now Thinks Like Him While Elon Musk’s $300 “Heavy” model puts up record-breaking benchmark scores, the basic Grok 4 struggles to keep up with competitors. Jose Antonio Lanz Go to decrypt.co
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The SEC Chair Who Sued Ripple Is Now Prosecuting Roman Storm
The SEC Chair Who Sued Ripple Is Now Prosecuting Roman Storm Jay Clayton, President Trump’s onetime SEC head, is now top prosecutor at the DOJ office set to take Roman Storm to trial on Monday. Sander Lutz Go to decrypt.co
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Does AI actually boost productivity? The evidence is murky
Does AI actually boost productivity? The evidence is murky There’s been much talk recently—especially among politicians—about productivity. And for good reason: Australia’s labor productivity growth sits at a 60-year low. Go to techxplore
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Beat the heat with these cooling gadgets and wearables
Beat the heat with these cooling gadgets and wearables You can only sit in front of the fridge with the door open for so long. Go to techxplore
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What the ‘black box’ can tell us about plane crashes
What the ‘black box’ can tell us about plane crashes A preliminary finding into last month’s Air India plane crash has suggested the aircraft’s fuel control switches were turned off, starving the engines of fuel and causing a loss of engine thrust shortly after takeoff. Go to techxplore
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Opinion: Ending the federal LGBTQ+ suicide prevention line is a public health failure
Opinion: Ending the federal LGBTQ+ suicide prevention line is a public health failure Last month, the federal government announced it would eliminate the national suicide prevention hotline’s specialized services for LGBTQ+ callers — a decision that pulls vital support away from some of the most at-risk young people in America. The end of the service…
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House Democrats Struggle to Approach ‘Crypto Week’ With Unified Front
House Democrats Struggle to Approach ‘Crypto Week’ With Unified Front Some Democrats are pledging to punish other party members who support what they see as “Trump’s crypto corruption.” Leadership has largely stayed out of the fight. Sander Lutz Go to decrypt.co
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Coinbase, Strategy, Other Bitcoin and Crypto Stocks Soar in Record-Setting Week
Coinbase, Strategy, Other Bitcoin and Crypto Stocks Soar in Record-Setting Week Crypto-focused companies benefited from the surge in crypto markets this week. Mathew Di Salvo Go to decrypt.co
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Tether to End USDT Redemptions on Bitcoin Cash, Algorand and Beyond
Tether to End USDT Redemptions on Bitcoin Cash, Algorand and Beyond Stablecoin issuer Tether is ending support for USDT on five “legacy” blockchains after previously halting minting on those networks. Logan Hitchcock Go to decrypt.co
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Solana Treasury Firm Upexi Raises $200 Million to Boost SOL Stash
Solana Treasury Firm Upexi Raises $200 Million to Boost SOL Stash Publicly traded Upexi is poised to boast the largest Solana treasury stash once its latest funding round is completed. Logan Hitchcock Go to decrypt.co
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Public Keys: CoreWeave Fusion Dance, $1 Billion Day for Bitcoin ETFs and Strategy’s Bye Week
Public Keys: CoreWeave Fusion Dance, $1 Billion Day for Bitcoin ETFs and Strategy’s Bye Week Core Scientific and CoreWeave announce a massive $9B merger while Bitcoin ETFs see their second-biggest day ever with $1.17B in inflows. Stacy Elliott Go to decrypt.co
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Are You Being Unfair to LLMs?
Are You Being Unfair to LLMs? They may deserve better. The post Are You Being Unfair to LLMs? appeared first on Towards Data Science. Julian Mendel Go to original source
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Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain
Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain Scaling a simple RAG pipeline from simple notes to full books The post Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain appeared first on Towards Data Science. Maria Mouschoutzi Go to original source
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Aqua Security Unveils Trivy Partner Connect to Boost Open Source Security Scanning
Aqua Security Unveils Trivy Partner Connect to Boost Open Source Security Scanning Aqua Security, a pioneer in cloud native security and the primary maintainer of Aqua Trivy, is launching the Trivy Partner Connect Program, expanding the commercial ecosystem around Trivy, an open source vulnerability and misconfiguration scanner. Go to dbta
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Bitwarden?s MCP Server Brings Controlled AI Access to Credential Workflows
Bitwarden?s MCP Server Brings Controlled AI Access to Credential Workflows Bitwarden, the trusted leader in password, passkey, and secrets management, is unveiling a new Model Context Protocol (MCP) server, designed to securely integrate AI agents and Bitwarden’s credential workflows. Go to dbta
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Underscoring AI/ML and Advanced Analytics with Robust Data Engineering
Underscoring AI/ML and Advanced Analytics with Robust Data Engineering Jerod Johnson, senior technology evangelist, CData Software, and Phillip Miller, senior product marketing manager, AI, Progress, joined DBTA’s webinar, Powering AI/ML & Analytics with Smarter Data Engineering, for a roundtable discussion about how smarter data engineering can best accelerate AI/ML performance, streamline analytics, and enable real-time…
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Awesome Companies in AI 2025
Awesome Companies in AI 2025 AI continues to flirt with all aspects of the business, leading organizations to hastily adopt new and emerging technologies. However, it’s important to note that while the possibilities seem endless, it’s time to move well beyond pilots and proofs of concept to the scaled deployment and operational impact of AI.…
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Appropriate Reliance: An Unsung Governance Objective
Appropriate Reliance: An Unsung Governance Objective The term appropriate reliance has become popular in AI literacy circles. In the context of AI, it refers to a user’s ability to accurately judge the accuracy or applicability of a model’s prediction whether that output is generated text or a recommended action. Go to dbta
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Latest Grok chatbot turns to Musk for some answers
Latest Grok chatbot turns to Musk for some answers The latest version of xAI’s generative artificial intelligence assistant, Grok 4, frequently consults owner Elon Musk’s positions on topics before responding. Go to techxplore
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Driving assistance systems could backfire: Some warning alerts can lead to more hazardous driving
Driving assistance systems could backfire: Some warning alerts can lead to more hazardous driving In recent years, every new car driver has been getting used to bells and beeps. As automakers try to make cars safer, they’ve introduced increasingly sophisticated driving assistance systems, to warn a driver when they’re drifting out of their lane or…
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Elon Musk’s X platform investigated in France for alleged data tampering and fraud
Elon Musk’s X platform investigated in France for alleged data tampering and fraud French prosecutors have launched a police investigation into alleged data tampering and fraud involving X, Elon Musk’s social media platform. Go to techxplore
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New method replaces nickel and cobalt in battery for cleaner, cheaper lithium-ion batteries
New method replaces nickel and cobalt in battery for cleaner, cheaper lithium-ion batteries A team of McGill University researchers, working with colleagues in the United States and South Korea, has developed a new way to make high-performance lithium-ion battery materials that could help phase out expensive and/or difficult-to-source metals like nickel and cobalt. Go to…
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From 0 to 100 in 12 minutes—roadmap for lithium–sulfur batteries
From 0 to 100 in 12 minutes—roadmap for lithium–sulfur batteries Grab a coffee and your car is fully charged—this is how many people envision the future of mobility. But today’s batteries still fall short of this ideal. While modern lithium–ion batteries can charge from 20% to 80% in about 20 to 30 minutes, a full…
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Trump administration cuts undocumented immigrants’ access to range of federally funded programs
Trump administration cuts undocumented immigrants’ access to range of federally funded programs WASHINGTON — The Trump administration on Thursday announced it would further curtail undocumented immigrants’ access to federally funded programs, including health care clinics, early childhood education, and nutritional support. The decision reverses a federal practice that has been in place for decades, and is…
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STAT+: Bionic knee developed by MIT researchers gives amputees a new world of motion
STAT+: Bionic knee developed by MIT researchers gives amputees a new world of motion Thomas Gee, a former gymnast, used to do handstands, perform wheelies on his skateboard, and run around with his three young children. But in 2001, a marble-sized bump on his left leg swelled to the size of a football. Gee was…
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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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STAT+: Pharmalittle: We’re reading about a FDA offer on drug reviews, a Moderna Covid approval, and more
STAT+: Pharmalittle: We’re reading about a FDA offer on drug reviews, a Moderna Covid approval, and more And so, another working week will soon draw to a close. Not a moment too soon, yes? This is, you may recall, our treasured signal to daydream about weekend plans. Our agenda is, so far, rather modest. We…
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STAT+: Questions about the FDA’s ‘radical transparency’ efforts
STAT+: Questions about the FDA’s ‘radical transparency’ efforts Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Happy Friday. Today, we talk about the stem cell fire sale at CIRM, and about the FDA’s move to release a limited batch of complete response letters. FDA…
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Florida AG Investigates Robinhood Over Crypto Pricing Claims
Florida AG Investigates Robinhood Over Crypto Pricing Claims Florida’s AG said Robinhood’s payment-for-order-flow model may mislead users by hiding true crypto costs behind marketing claims. Vismaya V Go to decrypt.co
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What Crypto Derivatives Say About Bitcoin’s Record Price
What Crypto Derivatives Say About Bitcoin’s Record Price Despite Bitcoin’s push to a new all-time high, the price outlook remains cautiously optimistic, Decrypt was told. Decrypt Staff Go to decrypt.co
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SIM Swapper Who Stole $20 Million in Crypto Resentenced to 12 Years in Prison
SIM Swapper Who Stole $20 Million in Crypto Resentenced to 12 Years in Prison Truglia’s original 18-month term was dramatically increased after he failed to pay restitution to crypto investor Michael Terpin. Callan Quinn Go to decrypt.co
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If You Bought Ethereum When Eric Trump Said So, You’re Finally in the Green
If You Bought Ethereum When Eric Trump Said So, You’re Finally in the Green Ethereum plunged as much as 37% after the president’s son called it a buy in February. Five months later, it has slowly clawed its way back. Vince Dioquino Go to decrypt.co
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Bitcoin Stablecoin Network Plasma Sets XPL Token Sale After Attracting $1 Billion in Deposits
Bitcoin Stablecoin Network Plasma Sets XPL Token Sale After Attracting $1 Billion in Deposits Plasma will feature several unreleased stablecoins upon its “late summer” mainnet launch, although it wouldn’t confirm who would issue them. Ryan Gladwin Go to decrypt.co
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Class conditional conformal prediction for multiple inputs by p-value aggregation
Class conditional conformal prediction for multiple inputs by p-value aggregation arXiv:2507.07150v1 Announce Type: new Abstract: Conformal prediction methods are statistical tools designed to quantify uncertainty and generate predictive sets with guaranteed coverage probabilities. This work introduces an innovative refinement to these methods for classification tasks, specifically tailored for scenarios where multiple observations (multi-inputs) of a…
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Topological Machine Learning with Unreduced Persistence Diagrams
Topological Machine Learning with Unreduced Persistence Diagrams arXiv:2507.07156v1 Announce Type: new Abstract: Supervised machine learning pipelines trained on features derived from persistent homology have been experimentally observed to ignore much of the information contained in a persistence diagram. Computing persistence diagrams is often the most computationally demanding step in such a pipeline, however. To explore…
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Bayesian Double Descent
Bayesian Double Descent arXiv:2507.07338v1 Announce Type: new Abstract: Double descent is a phenomenon of over-parameterized statistical models. Our goal is to view double descent from a Bayesian perspective. Over-parameterized models such as deep neural networks have an interesting re-descending property in their risk characteristics. This is a recent phenomenon in machine learning and has been…
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Hess-MC2: Sequential Monte Carlo Squared using Hessian Information and Second Order Proposals
Hess-MC2: Sequential Monte Carlo Squared using Hessian Information and Second Order Proposals arXiv:2507.07461v1 Announce Type: new Abstract: When performing Bayesian inference using Sequential Monte Carlo (SMC) methods, two considerations arise: the accuracy of the posterior approximation and computational efficiency. To address computational demands, Sequential Monte Carlo Squared (SMC$^2$) is well-suited for high-performance computing (HPC) environments.…
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Galerkin-ARIMA: A Two-Stage Polynomial Regression Framework for Fast Rolling One-Step-Ahead Forecasting
Galerkin-ARIMA: A Two-Stage Polynomial Regression Framework for Fast Rolling One-Step-Ahead Forecasting arXiv:2507.07469v1 Announce Type: new Abstract: Time-series models like ARIMA remain widely used for forecasting but limited to linear assumptions and high computational cost in large and complex datasets. We propose Galerkin-ARIMA that generalizes the AR component of ARIMA and replace it with a flexible…
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Building a Сustom MCP Chatbot
Building a Сustom MCP Chatbot Understanding all the details of the model context protocol The post Building a Сustom MCP Chatbot appeared first on Towards Data Science. Mariya Mansurova Go to original source
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Reducing Time to Value for Data Science Projects: Part 3
Reducing Time to Value for Data Science Projects: Part 3 Setting up a robust experimentation process The post Reducing Time to Value for Data Science Projects: Part 3 appeared first on Towards Data Science. Kristopher McGlinchey Go to original source
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Scene Understanding in Action: Real-World Validation of Multimodal AI Integration
Scene Understanding in Action: Real-World Validation of Multimodal AI Integration A deep dive into real-world case studies: from indoor space and urban streets to world-famous landmarks The post Scene Understanding in Action: Real-World Validation of Multimodal AI Integration appeared first on Towards Data Science. Eric Chung Go to original source
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Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare
Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare How metrics and monitoring combine with human expertise to build trustworthy AI in healthcare. The post Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare appeared first on Towards Data Science. Robert Martin-Short Go to original source
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Customer success vs. sales: What’s the difference?
Customer success vs. sales: What’s the difference? Customer success and sales teams both interact with clients, but customer success prevents churn, whereas sales teams focus on acquisition. Go to techtarget
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Platform9 and Commvault Partner to Deliver Advanced Data Protection
Platform9 and Commvault Partner to Deliver Advanced Data Protection Platform9, the enterprise private cloud company, is partnering with Commvault, a leading provider of cyber resilience and data protection solutions for the hybrid cloud, to provide full integration of Commvault with Platform9 Private Cloud Director for advanced data protection. Go to dbta
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$51M for Spacelift Supercharges Complex Infrastructure Management and Automation
$51M for Spacelift Supercharges Complex Infrastructure Management and Automation Spacelift, a leading infrastructure orchestration platform, is announcing the completion of its Series C funding round, having raised $51 million. The funding round will accelerate product innovation and adoption for Spacelift’s AI-powered infrastructure management automation solution. Go to dbta
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Adeptia Connect Now Offers Self-Managed Deployment for Highly Regulated Industries
Adeptia Connect Now Offers Self-Managed Deployment for Highly Regulated Industries Adeptia, the intelligent data automation company that helps enterprises manage unstructured and inconsistent first-mile data at scale, is announcing that Adeptia Connect?the intelligent data automation platform?now offers self-managed and hybrid deployment options. Go to dbta
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Modern Data Strategies for AI and Analytics with Informatica and Snowflake
Modern Data Strategies for AI and Analytics with Informatica and Snowflake Experts from Snowflake and Informatica joined DBTA’s webinar, From Data to Insights: Leading-Edge Analytics & BI with Informatica & Snowflake, to evaluate actionable strategies and success stories for future-proofing data management strategies, propelling enterprises toward AI success. Go to dbta
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The Meaning of Done
The Meaning of Done In the analytics world, when building data marts or other data areas meant to support end users, the goal is to present the “needed data” allowing users to perform their queries and analyses. This means that if an “XYZ Value” is required, then the “XYZ Value” is presented. Go to dbta
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Enhanced geothermal systems: An underground tech surfaces as a serious clean energy contender
Enhanced geothermal systems: An underground tech surfaces as a serious clean energy contender A once-overlooked technology that taps into the Earth’s heat to generate electricity could supply up to 20% of the electricity in the United States by 2050, according to a new Princeton analysis. Go to techxplore
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AI device startup that sued OpenAI and Jony Ive is now suing its own ex-employee over trade secrets
AI device startup that sued OpenAI and Jony Ive is now suing its own ex-employee over trade secrets A secretive competition to pioneer a new way of communicating with artificial intelligence chatbots is getting a messy public airing as OpenAI fights a trademark dispute over its stealth hardware collaboration with legendary iPhone designer Jony Ive.…
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Wimbledon’s electronic line-calling system shows that we still can’t replace human judgment
Wimbledon’s electronic line-calling system shows that we still can’t replace human judgment The Wimbledon tennis tournament in 2025 has brought us familiar doses of scorching sunshine and pouring rain, British hopes and despair, and the usual queues, strawberries and on-court stardust. One major difference with this year’s tournament, however, has been the notable absence of…
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Five unusual ways to make buildings greener (literally)
Five unusual ways to make buildings greener (literally) Buildings adorned with plants are an increasingly familiar sight in cities worldwide. These “green walls” are generally created using metal frames that support plastic plates, onto which pre-grown plants are inserted. These plants are able to survive without soil because they’re sustained by nutrient-packed rolls of felt…
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Volkswagen halts electric minivan exports to the United States
Volkswagen halts electric minivan exports to the United States German auto giant Volkswagen said Thursday it had suspended deliveries of its electric minivan ID. Buzz due to a technical issue amid reports the decision was influenced by costly US tariffs on cars. Go to techxplore
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NIH grant cuts, FDA transparency questions, and biotech M&A
NIH grant cuts, FDA transparency questions, and biotech M&A On this week’s episode of “The Readout LOUD”: a closer look at the NIH’s grant-cutting legal playbook, a not-so-transparent transparency push by the FDA commissioner, and another big biotech acquisition. Our colleague Anil Oza joins us to unravel a previously unseen memo he obtained from HHS…
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FDA grants full approval to Moderna’s Covid vaccine for children but limits eligibility
FDA grants full approval to Moderna’s Covid vaccine for children but limits eligibility Moderna’s Covid-19 vaccine for children has been given full Food and Drug Administration approval, making it the first Covid vaccine for kids in the United States that will no longer be administered under an emergency use authorization. But the approval comes with…
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STAT+: FDA won’t pay 2024 bonuses to workers who are getting laid off
STAT+: FDA won’t pay 2024 bonuses to workers who are getting laid off 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. I thought the news would slow down after Republicans passed their…
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STAT+: FDA publishes rejection letters sent to drugmakers, with a big caveat
STAT+: FDA publishes rejection letters sent to drugmakers, with a big caveat The Food and Drug Administration on Thursday published more than 200 letters that it sent to companies when it rejected their medicines, focusing attention on what’s often an opaque part of the drug review process. The agency only highlighted letters that went to…
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STAT+: Brawl over Eylea gets biosimilar industry’s attention
STAT+: Brawl over Eylea gets biosimilar industry’s attention Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Hello! Today, we talk about a cool experimental enzyme therapy, observe more patent maneuvers over Eylea, and see an ‘underdog’ startup get a huge seed round to…
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Australia’s Tokenization Push Could Cement ‘Even Greater Financial Control’
Australia’s Tokenization Push Could Cement ‘Even Greater Financial Control’ Australia has approved 24 tokenized asset use cases under Project Acacia, enabling real-money trials across major banks and fintechs. Vismaya V Go to decrypt.co
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Elon Musk’s xAI Launches ‘Remarkable, Terrifying’ Grok 4 Model
Elon Musk’s xAI Launches ‘Remarkable, Terrifying’ Grok 4 Model xAI’s latest AI model aims to challenge OpenAI, even as the team quietly addresses past missteps this week. Vince Dioquino Go to decrypt.co
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Trump’s Truth Social Teases Upcoming Utility Token, Shills ‘Patriot’ Subscription
Trump’s Truth Social Teases Upcoming Utility Token, Shills ‘Patriot’ Subscription The social platform founded by Donald Trump is rolling out a loyalty rewards system with plans for a utility token. Callan Quinn Go to decrypt.co
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DeFi Lender Deploys $1M for Student Loans to the Philippines, Indonesia—But at What Cost?
DeFi Lender Deploys $1M for Student Loans to the Philippines, Indonesia—But at What Cost? The launch positions education lending as a new use case for tokenized real-world assets, combining investor yield with social impact. Vince Dioquino Go to decrypt.co
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Judge Recommends Dropping Logan Paul’s Ex-Assistant From ‘CryptoZoo’ Lawsuit
Judge Recommends Dropping Logan Paul’s Ex-Assistant From ‘CryptoZoo’ Lawsuit Logan Paul’s former assistant Danielle Strobel’s early token access and equity stake weren’t enough to establish jurisdiction, a judge found. Sebastian Sinclair Go to decrypt.co
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On the Hardness of Unsupervised Domain Adaptation: Optimal Learners and Information-Theoretic Perspective
On the Hardness of Unsupervised Domain Adaptation: Optimal Learners and Information-Theoretic Perspective arXiv:2507.06552v1 Announce Type: new Abstract: This paper studies the hardness of unsupervised domain adaptation (UDA) under covariate shift. We model the uncertainty that the learner faces by a distribution $pi$ in the ground-truth triples $(p, q, f)$ — which we call a UDA…
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Semi-parametric Functional Classification via Path Signatures Logistic Regression
Semi-parametric Functional Classification via Path Signatures Logistic Regression arXiv:2507.06637v1 Announce Type: new Abstract: We propose Path Signatures Logistic Regression (PSLR), a semi-parametric framework for classifying vector-valued functional data with scalar covariates. Classical functional logistic regression models rely on linear assumptions and fixed basis expansions, which limit flexibility and degrade performance under irregular sampling. PSLR overcomes…
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Fast Gaussian Processes under Monotonicity Constraints
Fast Gaussian Processes under Monotonicity Constraints arXiv:2507.06677v1 Announce Type: new Abstract: Gaussian processes (GPs) are widely used as surrogate models for complicated functions in scientific and engineering applications. In many cases, prior knowledge about the function to be approximated, such as monotonicity, is available and can be leveraged to improve model fidelity. Incorporating such constraints…
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Adaptive collaboration for online personalized distributed learning with heterogeneous clients
Adaptive collaboration for online personalized distributed learning with heterogeneous clients arXiv:2507.06844v1 Announce Type: new Abstract: We study the problem of online personalized decentralized learning with $N$ statistically heterogeneous clients collaborating to accelerate local training. An important challenge in this setting is to select relevant collaborators to reduce gradient variance while mitigating the introduced bias. To…
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Conformal Prediction for Long-Tailed Classification
Conformal Prediction for Long-Tailed Classification arXiv:2507.06867v1 Announce Type: new Abstract: Many real-world classification problems, such as plant identification, have extremely long-tailed class distributions. In order for prediction sets to be useful in such settings, they should (i) provide good class-conditional coverage, ensuring that rare classes are not systematically omitted from the prediction sets, and (ii)…
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The Crucial Role of NUMA Awareness in High-Performance Deep Learning
The Crucial Role of NUMA Awareness in High-Performance Deep Learning PyTorch model performance analysis and optimization — Part 10 The post The Crucial Role of NUMA Awareness in High-Performance Deep Learning appeared first on Towards Data Science. Chaim Rand Go to original source
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Work Data Is the Next Frontier for GenAI
Work Data Is the Next Frontier for GenAI 9 reasons why work data is the single most valuable data source for LLM training, uniquely capable of propelling LLM performance to unprecedented heights. The post Work Data Is the Next Frontier for GenAI appeared first on Towards Data Science. Zsombor Varnagy-Toth Go to original source
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Recap of all types of LLM Agents
Recap of all types of LLM Agents Regular, ReAct, Chain-of-Thought, Reflexion, ToT, GoT, PoT The post Recap of all types of LLM Agents appeared first on Towards Data Science. Mauro Di Pietro Go to original source
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AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job
AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job What two groundbreaking studies reveal about the future of human-AI collaboration, and the enterprise playbook for thriving in the AI agent era The post AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job appeared…
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How to Perform Effective Data Cleaning for Machine Learning
How to Perform Effective Data Cleaning for Machine Learning Learn how you can improve your machine learning models using effective data cleaning The post How to Perform Effective Data Cleaning for Machine Learning appeared first on Towards Data Science. Eivind Kjosbakken Go to original source
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What is SAP Fieldglass?
What is SAP Fieldglass? SAP Fieldglass is a cloud-based vendor management system (VMS) that enables organizations to manage their external workforce. Go to techtarget
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From Data to Strategy: How to Leverage Marketing Analytics for Competitive Advantage
From Data to Strategy: How to Leverage Marketing Analytics for Competitive Advantage Let’s be honest?today’s businesses are drowning in data but starving for actionable insights. Having navigated the complexities of marketing analytics, I’ve seen firsthand how organizations struggle to transform the flood of digital information into actionable metrics that drive meaningful results. Go to dbta
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HighByte Intelligence Hub 4.2 Empowers Agentic and AI-Assisted DataOps at the Edge
HighByte Intelligence Hub 4.2 Empowers Agentic and AI-Assisted DataOps at the Edge HighByte, an industrial software company, is releasing HighByte Intelligence Hub version 4.2, introducing an embedded Industrial Model Context Protocol (MCP) Server that powers Agentic AI and new LLM-assisted data contextualization via native connections to Amazon Bedrock, Azure OpenAI, Google Gemini, OpenAI, and local…
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Azul and Payara Collaborate to Boost Java Deployment Migration Performance
Azul and Payara Collaborate to Boost Java Deployment Migration Performance Payara, provider of fully managed cloud-native solutions for running and managing Java applications, and Azul, a company 100% focused on Java, are partnering to help enterprises modernize their Java applications with a codeless, lift-and-shift migration solution, reducing infrastructure and cloud costs and boosting performance and…
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Graphwise GraphDB 11 Gives Organizations Tools to Create an Enterprise-Wide Data Fabric for Reliable AI
Graphwise GraphDB 11 Gives Organizations Tools to Create an Enterprise-Wide Data Fabric for Reliable AI Graphwise, a leading Graph AI provider, is releasing GraphDB 11, a database engine that enhances enterprise knowledge management and allows organizations to create a foundation for reliable AI. Version 11 introduces updates that make the platform better suited to serve…
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Strategy, Previously MicroStrategy, is Introducing Strategy Mosaic to Streamline Data Flows Powering AI Applications
Strategy, Previously MicroStrategy, is Introducing Strategy Mosaic to Streamline Data Flows Powering AI Applications Strategy (formerly MicroStrategy) is debuting Strategy Mosaic, an AI-powered Universal Intelligence Layer designed to enable AI applications by connecting disparate data sources across the enterprise, providing consistent and secure access to information that empowers both business users and AI applications. Go…