不知道 不明了 不想要
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When disasters strike, home batteries could be a lifeline
When disasters strike, home batteries could be a lifeline Extreme weather is placing greater strain on Australia’s power grids. In 2022, the record-breaking Northern Rivers floods blacked out almost 70,000 households. A powerful storm in 2024 cut electricity to more than half a million Victorians. In 2025, Cyclone Alfred left 320,000 homes without power. Go…
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AI-driven assistant calculates best injection molding settings and explains decisions in multiple languages
AI-driven assistant calculates best injection molding settings and explains decisions in multiple languages Most of the plastic products we use are made through injection molding, a process in which molten plastic is injected into a mold to mass-produce identical items. However, even slight changes in conditions can lead to defects, so the process has long…
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Who should get paid when AI learns from creative work?
Who should get paid when AI learns from creative work? As generative AI systems become more deeply woven into the fabric of modern life—drafting text, generating images, summarizing news—debates over who should profit from the technology are intensifying. Go to techxplore
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Feral AI gossip with the potential to spread damage and shame will become more frequent, researchers warn
Feral AI gossip with the potential to spread damage and shame will become more frequent, researchers warn “Feral” gossip spread via AI bots is likely to become more frequent and pervasive, causing reputational damage and shame, humiliation, anxiety, and distress, researchers have warned. Go to techxplore
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Sentinel-6B extends global ocean height record
Sentinel-6B extends global ocean height record On November 16, 2025, the Sentinel-6B satellite launched from Vandenberg Space Force Base (VSFB) in California. Go to techxplore
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FDA approves pill version of Novo Nordisk’s Wegovy, possibly widening access
FDA approves pill version of Novo Nordisk’s Wegovy, possibly widening access The Food and Drug Administration on Monday approved the oral version of Novo Nordisk’s injectable weight loss drug Wegovy, making it the first GLP-1 pill to be cleared by regulators for obesity and possibly allowing many more Americans to get access to a highly…
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STAT+: Pharmaceutical industry evades drug price transparency, again
STAT+: Pharmaceutical industry evades drug price transparency, again Drug manufacturers and pharmacy benefit managers received a holiday gift from President Trump on Friday: They still will not have to publicly post the actual prices of prescription drugs, more than five years after federal law required them to do so. Net drug prices — the amounts…
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STAT+: Trump administration proposes Medicare pilots to lower drug prices on par with peer countries
STAT+: Trump administration proposes Medicare pilots to lower drug prices on par with peer countries WASHINGTON — The Trump administration proposed two Medicare pilot programs to reduce prices for branded drugs bought at pharmacy counters and administered in doctor offices. If the administration moves forward, the programs could slash Medicare spending on prescription drugs by…
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An advocate who offered a window on the experience of living with brain cancer dies at 43
An advocate who offered a window on the experience of living with brain cancer dies at 43 In 2018, I wrote a profile of a patient advocate named Adam Hayden. A few years earlier, at the age of 34, soon after he and his wife had had their third child, Adam was diagnosed with terminal…
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Cardano’s Hoskinson Warns Crypto Becoming Post-Quantum Will Require Trade-Offs
Cardano’s Hoskinson Warns Crypto Becoming Post-Quantum Will Require Trade-Offs Cardano founder Charles Hoskinson said post-quantum cryptography exists, but would slow blockchains without hardware support. Jason Nelson Go to decrypt.co
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Disentangled representations via score-based variational autoencoders
Disentangled representations via score-based variational autoencoders arXiv:2512.17127v1 Announce Type: new Abstract: We present the Score-based Autoencoder for Multiscale Inference (SAMI), a method for unsupervised representation learning that combines the theoretical frameworks of diffusion models and VAEs. By unifying their respective evidence lower bounds, SAMI formulates a principled objective that learns representations through score-based guidance of…
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Sharp Structure-Agnostic Lower Bounds for General Functional Estimation
Sharp Structure-Agnostic Lower Bounds for General Functional Estimation arXiv:2512.17341v1 Announce Type: new Abstract: The design of efficient nonparametric estimators has long been a central problem in statistics, machine learning, and decision making. Classical optimal procedures often rely on strong structural assumptions, which can be misspecified in practice and complicate deployment. This limitation has sparked growing…
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Generative modeling of conditional probability distributions on the level-sets of collective variables
Generative modeling of conditional probability distributions on the level-sets of collective variables arXiv:2512.17374v1 Announce Type: new Abstract: Given a probability distribution $mu$ in $mathbb{R}^d$ represented by data, we study in this paper the generative modeling of its conditional probability distributions on the level-sets of a collective variable $xi: mathbb{R}^d rightarrow mathbb{R}^k$, where $1 le k…
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Perfect reconstruction of sparse signals using nonconvexity control and one-step RSB message passing
Perfect reconstruction of sparse signals using nonconvexity control and one-step RSB message passing arXiv:2512.17426v1 Announce Type: new Abstract: We consider sparse signal reconstruction via minimization of the smoothly clipped absolute deviation (SCAD) penalty, and develop one-step replica-symmetry-breaking (1RSB) extensions of approximate message passing (AMP), termed 1RSB-AMP. Starting from the 1RSB formulation of belief propagation, we…
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Fast and Robust: Computationally Efficient Covariance Estimation for Sub-Weibull Vectors
Fast and Robust: Computationally Efficient Covariance Estimation for Sub-Weibull Vectors arXiv:2512.17632v1 Announce Type: new Abstract: High-dimensional covariance estimation is notoriously sensitive to outliers. While statistically optimal estimators exist for general heavy-tailed distributions, they often rely on computationally expensive techniques like semidefinite programming or iterative M-estimation ($O(d^3)$). In this work, we target the specific regime of…
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Weekly Entering & Transitioning – Thread 22 Dec, 2025 – 29 Dec, 2025
Weekly Entering & Transitioning – Thread 22 Dec, 2025 – 29 Dec, 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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workforce moving to oversee
workforce moving to oversee My company is investing more and more in its overseas workforce, mostly in India. For every one job posted in the U.S., there are about ten in India. Is my company an exception, or is this happening everywhere? submitted by /u/Alarmed-Reporter-230 [link] [comments] /u/Alarmed-Reporter-230 Go to original source
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A memory effecient TF-IDF project in Python to vectorize datasets large than RAM
A memory effecient TF-IDF project in Python to vectorize datasets large than RAM Re-designed at C++ level, this library can easily process datasets around 100GB and beyond on as small as a 4GB memory It does have its constraints but the outputs are comparable to sklearn’s output fasttfidf submitted by /u/mrnerdy59 [link] [comments] /u/mrnerdy59 Go…
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New Data Science Team Lead struggling with aggressive PM on timelines and model expectations
New Data Science Team Lead struggling with aggressive PM on timelines and model expectations I’m a data scientist who was recently promoted to be a data science team lead. Overall I enjoy the role, but I’m running into a recurring challenge with a very aggressive product manager (also a leader) that I’m not sure how…
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How complex are your experiment setups?
How complex are your experiment setups? Are you all also just running t tests or are yours more complex? How often do you run complex setups? I think my org wrongly only runs t tests and are not understanding of the downfalls of defaulting to those submitted by /u/ds_contractor [link] [comments] /u/ds_contractor Go to original…
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How to Do Evals on a Bloated RAG Pipeline
How to Do Evals on a Bloated RAG Pipeline Comparing metrics across datasets and models The post How to Do Evals on a Bloated RAG Pipeline appeared first on Towards Data Science. Ida Silfverskiöld Go to original source
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Tools for Your LLM: a Deep Dive into MCP
Tools for Your LLM: a Deep Dive into MCP MCP is a key enabler into turning your LLM into an agent by providing it with tools to retrieve real-time information or perform actions. In this deep dive we cover how MCP works, when to use it, and what to watch out for. The post Tools…
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Ionic liquids slow perovskite degradation: Solar cells retain 90% performance at 90°C
Ionic liquids slow perovskite degradation: Solar cells retain 90% performance at 90°C Solar cells, devices that can generate electricity from sunlight, are already helping to reduce fossil fuel emissions in many countries worldwide. In recent years, energy engineers have been assessing the potential of materials other than silicon for the development of efficient, durable and…
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Virtual reality tool helping Indigenous people connect with Country
Virtual reality tool helping Indigenous people connect with Country “It makes me feel like I am right there on Country.” This was the response of a student after they used a new virtual reality (VR) tool I codeveloped to help Indigenous people around Australia learn on Country. Go to techxplore
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Akamai and Visa collaborating to secure agentic commerce
Akamai and Visa collaborating to secure agentic commerce Akamai is collaborating with Visa to develop security solutions for the emerging agentic commerce market. The partnership will involve the integration of Visa’s Trusted Agent Protocol with Akamai’s edge-based behavioural intelligence, user recognition and bot and abuse protection capabilities, in a bid to develop the identity, authentication…
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STAT+: Mass General Brigham bolstered its bottom line. Other Mass. hospital groups reported multimillion losses
STAT+: Mass General Brigham bolstered its bottom line. Other Mass. hospital groups reported multimillion losses Despite uncertainty and concern buffeting Massachusetts hospitals, the state’s largest health system saw its finances improve last year, turning a small operating surplus and receiving a boon from investment income. Mass General Brigham on Friday reported a $59.2 million operating gain…
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Marshall Islands Test Crypto for Universal Basic Income as Cash and Banks Fall Short
Marshall Islands Test Crypto for Universal Basic Income as Cash and Banks Fall Short The Marshall Islands recently used Stellar to pay universal basic income, testing whether crypto can stand in for basic banking André Beganski Go to decrypt.co
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OpenAI, Microsoft Sued Over ChatGPT’s Alleged Role in Connecticut Murder-Suicide
OpenAI, Microsoft Sued Over ChatGPT’s Alleged Role in Connecticut Murder-Suicide The lawsuit alleges that OpenAI’s ChatGPT reinforced delusions that preceded a fatal attack on a user’s mother. Jason Nelson Go to decrypt.co
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Crypto Industry Must Make Progress Before Trump Leaves Office: Etherealize Co-Founder
Crypto Industry Must Make Progress Before Trump Leaves Office: Etherealize Co-Founder President Trump is leading the crypto charge in Washington, but the industry could face backlash once he leaves office, Etherealize co-founder Danny Ryan told Decrypt. Ryan Gladwin Go to decrypt.co
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Understanding the Generative AI User
Understanding the Generative AI User What do regular technology users think (and know) about AI? The post Understanding the Generative AI User appeared first on Towards Data Science. Stephanie Kirmer Go to original source
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EDA in Public (Part 2): Product Deep Dive & Time-Series Analysis in Pandas
EDA in Public (Part 2): Product Deep Dive & Time-Series Analysis in Pandas Learn how to analyze product performance, extract time-series features, and uncover key seasonal trends in your sales data. The post EDA in Public (Part 2): Product Deep Dive & Time-Series Analysis in Pandas appeared first on Towards Data Science. Ibrahim Salami Go to original source
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Industrial solar cells achieve 26.09% efficiency with reduced silver use and better bifacial performance
Industrial solar cells achieve 26.09% efficiency with reduced silver use and better bifacial performance A research team led by Prof. Ye Jichun from the Ningbo Institute of Materials Technology and Engineering (NIMTE) of the Chinese Academy of Sciences, in collaboration with partners, has proposed a synergistic technical solution enabling industrial tunnel oxide passivating contact (TOPCon)…
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Opinion: Francis Collins: ‘I think of science as glimpsing God’s mind’
Opinion: Francis Collins: ‘I think of science as glimpsing God’s mind’ Below is a lightly edited, AI-generated transcript of the “First Opinion Podcast” interview with Marc Siegel and Francis Collins. Be sure to sign up for the weekly “First Opinion Podcast” on Apple Podcasts, Spotify, or wherever you get your podcasts. Get alerts about each new episode…
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‘Bitcoin Senator’ Cynthia Lummis Will Not Run for Reelection
‘Bitcoin Senator’ Cynthia Lummis Will Not Run for Reelection Senator Lummis, one of crypto’s most powerful allies in Washington, has been instrumental in fights to pass industry-favored legislation. Sander Lutz Go to decrypt.co
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Brooklyn Man Charged in Phishing Scheme That Swiped $16 Million From Coinbase Users
Brooklyn Man Charged in Phishing Scheme That Swiped $16 Million From Coinbase Users A 23-year-old Brooklynite, Ronald Spektor, was charged with stealing $16 million in cryptocurrency from dozens of Coinbase users. André Beganski Go to decrypt.co
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FTX, Alameda Execs Will Be Barred From Wall Street Roles for Up to 10 Years
FTX, Alameda Execs Will Be Barred From Wall Street Roles for Up to 10 Years The SEC proposed settlement agreements for key members of FTX co-founder and former CEO Sam Bankman-Fried’s inner circle. André Beganski Go to decrypt.co
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South Korean Hyundai Offices Evacuated Over Bomb Threat, Bitcoin Ransom Demand: Report
South Korean Hyundai Offices Evacuated Over Bomb Threat, Bitcoin Ransom Demand: Report An anonymous individual called in a bomb threat on two Hyundai buildings in South Korea, demanding over $1 million in Bitcoin as ransom. Logan Hitchcock Go to decrypt.co
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Bitcoin Poised to Rise to $1.4 Million by 2035, Analysts Say—Or Much Higher
Bitcoin Poised to Rise to $1.4 Million by 2035, Analysts Say—Or Much Higher A new price model suggests that Bitcoin could rise as high as $1.4 million per coin by 2035, as a base case. The bull case is even higher. Logan Hitchcock Go to decrypt.co
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The Machine Learning “Advent Calendar” Day 19: Bagging in Excel
The Machine Learning “Advent Calendar” Day 19: Bagging in Excel Understanding ensemble learning from first principles in Excel The post The Machine Learning “Advent Calendar” Day 19: Bagging in Excel appeared first on Towards Data Science. angela shi Go to original source
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Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)
Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC) Using Agentic AI prompts with the Artificial Bee Colony algorithm to enhance unsupervised clustering and optimization workflows. The post Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC) appeared first on Towards Data Science. Gal Arav Go to original source
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How I Optimized My Leaf Raking Strategy Using Linear Programming
How I Optimized My Leaf Raking Strategy Using Linear Programming From a weekend chore to a fun application of valuable operations research principles The post How I Optimized My Leaf Raking Strategy Using Linear Programming appeared first on Towards Data Science. Josiah DeValois Go to original source
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Six Lessons Learned Building RAG Systems in Production
Six Lessons Learned Building RAG Systems in Production Best practices for data quality, retrieval design, and evaluation in production RAG systems The post Six Lessons Learned Building RAG Systems in Production appeared first on Towards Data Science. Sabrine Bendimerad Go to original source
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2025 Must-Reads: Agents, Python, LLMs, and More
2025 Must-Reads: Agents, Python, LLMs, and More Don’t miss our most popular articles of the past year! The post 2025 Must-Reads: Agents, Python, LLMs, and More appeared first on Towards Data Science. TDS Editors Go to original source
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12 content collaboration platforms for enterprises in 2026
12 content collaboration platforms for enterprises in 2026 When evaluating content collaboration platforms, business leaders have several options and must choose carefully to find one that best fits their needs. Go to techtarget
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Spanish consumer group seeks to sue Google in data row
Spanish consumer group seeks to sue Google in data row A Spanish consumer rights association on Friday said it had launched preliminary legal action against Google for allegedly collecting sensitive personal data and violating their right to privacy. Go to techxplore
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Basalt and cotton fiber composite yarn advance textile industry’s green transition
Basalt and cotton fiber composite yarn advance textile industry’s green transition A research team from the Xinjiang Technical Institute of Physics and Chemistry of the Chinese Academy of Sciences, has developed a basalt fiber/cotton fiber composite yarn that integrates weavability with multiple functional properties. The study was published in Composites Communications. Go to techxplore
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Creating realistic 3D scenes from everyday online photos
Creating realistic 3D scenes from everyday online photos A new approach is making it easier to visualize lifelike 3D environments from everyday photos already shared online, opening new possibilities in industries such as gaming, virtual tourism and cultural preservation. Go to techxplore
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Ultra-low power, fully biodegradable artificial synapse offers record-breaking memory
Ultra-low power, fully biodegradable artificial synapse offers record-breaking memory In Nature Communications, a research team affiliated with UNIST present a fully biodegradable, robust, and energy-efficient artificial synapse that holds great promise for sustainable neuromorphic technologies. Made entirely from eco-friendly materials sourced from nature—such as shells, beans, and plant fibers—this innovation could help address the growing…
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Vapor-deposition method delivers unprecedented durability in perovskite–silicon tandem solar cells
Vapor-deposition method delivers unprecedented durability in perovskite–silicon tandem solar cells NUS researchers have developed a vapor-deposition method that dramatically improves the long-term and high-temperature stability of perovskite-silicon (Si) tandem solar cells. The findings were published in Science. Go to techxplore
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STAT+: Cytokinetics heart drug wins FDA approval, the biotech’s first
STAT+: Cytokinetics heart drug wins FDA approval, the biotech’s first It took 27 years, but Cytokinetics secured its first U.S. drug approval. On Friday, the Food and Drug Administration cleared the new medicine, called Myqorzo, to treat patients with obstructive hypertrophic cardiomyopathy, an inherited heart disorder. Cytokinetics said it will begin selling Myqorzo in late…
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STAT+: Drugmakers promise to stockpile certain drugs as part of new drug pricing deals
STAT+: Drugmakers promise to stockpile certain drugs as part of new drug pricing deals WASHINGTON — Brand drugmakers have agreed to donate bulk ingredients to a national stockpile as part of deals with the Trump administration focused on lowering U.S. drug prices to levels available to other wealthy countries. The administration announced Friday that nine…
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STAT+: Kennedy vaccine adviser to take a new role at CDC on children’s health research
STAT+: Kennedy vaccine adviser to take a new role at CDC on children’s health research WASHINGTON — A vaccine adviser at the Centers for Disease Control and Prevention with ties to health secretary Robert F. Kennedy Jr. is being given a new portfolio that will have him overseeing research into adverse childhood experiences, according to…
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Opinion: Why Denmark’s vaccine schedule works for Denmark — but not for the United States
Opinion: Why Denmark’s vaccine schedule works for Denmark — but not for the United States Reports that the Department of Health and Human Services may overhaul the U.S. childhood vaccine schedule to resemble Denmark’s have prompted a reasonable question: Why do American children receive vaccines against diseases that Danish children do not? The answer is…
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STAT+: UnitedHealth proclaims audits show it has ‘robust’ procedures, in contrast to findings of independent reviews
STAT+: UnitedHealth proclaims audits show it has ‘robust’ procedures, in contrast to findings of independent reviews UnitedHealth Group said Friday that the consultants it hired to audit its operations, including its practice of applying lucrative diagnosis codes to older adults’ records, found they’re not only “robust,” but “industry leading.” While the reports give a veneer…
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IcomTech Crypto Ponzi Promoter Sentenced to Nearly Six Years in Prison
IcomTech Crypto Ponzi Promoter Sentenced to Nearly Six Years in Prison IcomTech promoters used luxury cars and flashy events to project legitimacy while investors lost millions in a crypto Ponzi scheme. Vismaya V Go to decrypt.co
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ECB Says Digital Euro Is Ready as Decision Shifts to EU Lawmakers
ECB Says Digital Euro Is Ready as Decision Shifts to EU Lawmakers With most work finished, the ECB says the digital euro now depends on political approval as discussion continues on sovereignty and privacy. Vince Dioquino Go to decrypt.co
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Solana, Aptos Move to Harden Blockchains Against Future Quantum Attacks
Solana, Aptos Move to Harden Blockchains Against Future Quantum Attacks Developers have begun testing new cryptography to guard against forged transactions and wallet theft, in preparation for a changing world. Jason Nelson Go to decrypt.co
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Charles Hoskinson: Trump Crypto Ventures Have Been ‘Frustrating’—But Others Won’t Talk About It
Charles Hoskinson: Trump Crypto Ventures Have Been ‘Frustrating’—But Others Won’t Talk About It The Cardano founder said Trump’s meme coin launch and politicization of crypto hurt the industry’s long-term prospects ahead of the 2026 midterm elections. Jason Nelson Go to decrypt.co
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Charles Hoskinson Critiques US Government on Crypto Objectivity
Charles Hoskinson Critiques US Government on Crypto Objectivity Cardano’s Charles Hoskinson says the U.S. government needs much more rigorous testing when it comes to deciding which cryptocurrencies are considered valuable and which are not. “Why is XRP in the system but not Sui? Why is Solana in the system but not BNB? Can we objectively…
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BayesSum: Bayesian Quadrature in Discrete Spaces
BayesSum: Bayesian Quadrature in Discrete Spaces arXiv:2512.16105v1 Announce Type: new Abstract: This paper addresses the challenging computational problem of estimating intractable expectations over discrete domains. Existing approaches, including Monte Carlo and Russian Roulette estimators, are consistent but often require a large number of samples to achieve accurate results. We propose a novel estimator, emph{BayesSum}, which…
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DAG Learning from Zero-Inflated Count Data Using Continuous Optimization
DAG Learning from Zero-Inflated Count Data Using Continuous Optimization arXiv:2512.16233v1 Announce Type: new Abstract: We address network structure learning from zero-inflated count data by casting each node as a zero-inflated generalized linear model and optimizing a smooth, score-based objective under a directed acyclic graph constraint. Our Zero-Inflated Continuous Optimization (ZICO) approach uses node-wise likelihoods with…
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Advantages and limitations in the use of transfer learning for individual treatment effects in causal machine learning
Advantages and limitations in the use of transfer learning for individual treatment effects in causal machine learning arXiv:2512.16489v1 Announce Type: new Abstract: Generalizing causal knowledge across diverse environments is challenging, especially when estimates from large-scale datasets must be applied to smaller or systematically different contexts, where external validity is critical. Model-based estimators of individual treatment…
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Riemannian Stochastic Interpolants for Amorphous Particle Systems
Riemannian Stochastic Interpolants for Amorphous Particle Systems arXiv:2512.16607v1 Announce Type: new Abstract: Modern generative models hold great promise for accelerating diverse tasks involving the simulation of physical systems, but they must be adapted to the specific constraints of each domain. Significant progress has been made for biomolecules and crystalline materials. Here, we address amorphous materials…
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On The Hidden Biases of Flow Matching Samplers
On The Hidden Biases of Flow Matching Samplers arXiv:2512.16768v1 Announce Type: new Abstract: We study the implicit bias of flow matching (FM) samplers via the lens of empirical flow matching. Although population FM may produce gradient-field velocities resembling optimal transport (OT), we show that the empirical FM minimizer is almost never a gradient field, even…
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The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel
The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel Understanding forward propagation and backpropagation through explicit formulas The post The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel appeared first on Towards Data Science. angela shi Go to original source
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4 Ways to Supercharge Your Data Science Workflow with Google AI Studio
4 Ways to Supercharge Your Data Science Workflow with Google AI Studio With concrete examples of using AI Studio Build mode to learn faster, prototype smarter, communicate clearer, and automate quicker. The post 4 Ways to Supercharge Your Data Science Workflow with Google AI Studio appeared first on Towards Data Science. Shuai Guo Go to…
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The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs
The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs An optimal solution to the well-known NP-complete problem, when the input values are close enough to each other. The post The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs appeared first on Towards Data Science. Tigran Hayrapetyan Go to original…
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Hyland continues pivot to AI-fueled enterprise platform
Hyland continues pivot to AI-fueled enterprise platform Can a fragmented ECM landscape support agentic AI? Hyland’s Jitesh Ghai believes it can be done. Go to techtarget
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StorONE Offers Technology Partnership and Hardware Validation with HPE
StorONE Offers Technology Partnership and Hardware Validation with HPE StorONE, developer of a cost-efficient enterprise storage platform, announced that the StorONE platform has been validated through the HPE Partner Ready for Technology Partner Program?confirming seamless performance on HPE ProLiant Gen11 servers and giving enterprises a fully supported path to deploy StorONE technology on trusted HPE…
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Redpanda Joins Akamai Qualified Compute Partner Program
Redpanda Joins Akamai Qualified Compute Partner Program Redpanda, the real-time data platform for the agentic enterprise, announced it is joining the Akamai Qualified Compute Partner Program as an Independent Software Vendor (ISV). Go to dbta
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CloudBolt Enters Multi-Year Collaboration Agreement with AWS?to Help Customers Build, Manage, and Optimize AWS Environments?
CloudBolt Enters Multi-Year Collaboration Agreement with AWS?to Help Customers Build, Manage, and Optimize AWS Environments? CloudBolt Software, a leader in cloud cost optimization and hybrid cloud management, has signed a multi-year Strategic Collaboration Agreement (SCA) with Amazon Web Services (AWS)?formalizing and expanding the companies’ collaboration to help enterprises improve how they build, manage, and optimize…
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Nutanix Supports Distributed Sovereign Clouds With Latest Round of Platform Updates
Nutanix Supports Distributed Sovereign Clouds With Latest Round of Platform Updates Nutanix, a leader in hybrid multi-cloud computing, is introducing new capabilities to its Nutanix Cloud Platform (NCP) solution?designed to give enterprises greater flexibility to deploy and govern their infrastructure across distributed environments running traditional, modern, and AI applications, including fully disconnected environments, with cloud…
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SentinelOne Offers Wayfinder Threat Detection and Response in Partnership with Google Cloud
SentinelOne Offers Wayfinder Threat Detection and Response in Partnership with Google Cloud SentinelOne, a leader in AI-native cybersecurity, is releasing the new Wayfinder Threat Detection and Response suite of managed services, designed to give customers the ultimate Human + AI defense against modern cyber risks. Go to dbta
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Austria rules against Meta in marathon online privacy case
Austria rules against Meta in marathon online privacy case Austria’s Supreme Court on Thursday ordered Meta to provide an online privacy rights campaigner with access to all of his personal data within two weeks, after a marathon 11-year legal battle. Go to techxplore
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Putting the squeeze on dendrites: New strategy addresses persistent problem in next-generation solid-state batteries
Putting the squeeze on dendrites: New strategy addresses persistent problem in next-generation solid-state batteries New research by Brown University engineers identifies a simple strategy for combating a major stumbling block in the development of next-generation solid-state lithium batteries. Go to techxplore
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Mussel shell grit offers suitable, sustainable abrasive for denim sandblasting
Mussel shell grit offers suitable, sustainable abrasive for denim sandblasting An EHU study, now published in the Journal of Cleaner Production, has found a way of using mussel shells, which usually end up in landfills, in the textile industry. Go to techxplore
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Human language inspired AI—now, we can use that AI to learn about language
Human language inspired AI—now, we can use that AI to learn about language Ph.D. candidate Yuchen Lian (LIACS) wants to understand why human languages look the way they do—and find inspiration to improve AI along the way. She defended her thesis on 12 December. Go to techxplore
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Batteries lose charge when they ‘breathe’: Understanding deterioration is a step toward longer-lasting batteries
Batteries lose charge when they ‘breathe’: Understanding deterioration is a step toward longer-lasting batteries Researchers have identified a key reason why the batteries used to power everything from smartphones to electric vehicles deteriorate over time, a critical step toward building faster, more reliable and longer-lasting batteries. Go to techxplore
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Kyndryl unveils quantum safe assessment service
Kyndryl unveils quantum safe assessment service Technology services company Kyndryl has unveiled a quantum safe assessment service to help enterprises prepare for the security threats posed by quantum computing. The service identifies and analyses cryptographic risk exposure across an organisation’s IT estate and creates a customised transformation roadmap for the transition to quantum-safe security by…
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Facing federal hostility, supervised consumption site points to 1,900 overdose reversals
Facing federal hostility, supervised consumption site points to 1,900 overdose reversals OnPoint NYC, the nonprofit that was the first in the nation to openly offer supervised drug consumption services, celebrated its fourth anniversary Thursday by trumpeting its positive community impact, making its case triumphantly and with a touch of defiance following nearly a year of…
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Trump’s marijuana reclassification could boost research, broaden access
Trump’s marijuana reclassification could boost research, broaden access President Trump on Thursday signed an executive order directing the federal government to reclassify marijuana as a Schedule III substance, marking a major milestone in American drug policy and choosing sides in the debate between advocates for more research and drug policy hawks. Under the new classification,…
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STAT+: NIH funding rates for early-career researchers plunged in 2025, new data show
STAT+: NIH funding rates for early-career researchers plunged in 2025, new data show A Trump administration change to how the National Institutes of Health awards grants has reduced early-stage investigators’ odds of securing funding, new data from the agency show. During the 2025 fiscal year, 18.5% of early-stage researchers who applied for grants equivalent to…
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Biotech’s year in review
Biotech’s year in review Is the biotech industry truly out of its slump? Why are employers dropping coverage of weight loss drugs? And what will the hosts bake for the holidays? We discuss all that and more on this week’s episode of “The Readout LOUD,” the last episode of the year. We bring on Bruce…
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In major effort to end gender-affirming care, Trump administration takes aim at hospitals
In major effort to end gender-affirming care, Trump administration takes aim at hospitals The Trump administration is making its most forceful attempt yet at restricting gender-affirming care for transgender youth in the U.S. The Centers for Medicare and Medicaid Services proposed on Thursday two rules to withhold federal funds in connection with gender-affirming care for…
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India’s Competition Regulator Clears Coinbase’s Minority Stake in CoinDCX
India’s Competition Regulator Clears Coinbase’s Minority Stake in CoinDCX India has cleared Coinbase’s minority stake in CoinDCX, paving the way for the U.S. exchange to expand in the local crypto market. Vismaya V Go to decrypt.co
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Bitcoin’s Price Ceiling Tightens as Loss-Holders Sell
Bitcoin’s Price Ceiling Tightens as Loss-Holders Sell Bitcoin’s brief surge on Wednesday was quickly erased by spot selling, with on-chain data indicating dense supply caps and a lack of demand. Akash Girimath Go to decrypt.co
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Fed Overhauls Bank Policy, Pulls Back From Prior Crypto-Focused Restrictions
Fed Overhauls Bank Policy, Pulls Back From Prior Crypto-Focused Restrictions The change distances the Fed from policies denounced as Operation Chokepoint 2.0, which state-chartered crypto banks said boxed them out. Vismaya V Go to decrypt.co
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Coinbase Unveils Prediction Markets, Stock Trading and Solana DeFi Integration
Coinbase Unveils Prediction Markets, Stock Trading and Solana DeFi Integration Coinbase signaled its platform is expanding beyond digital assets, with U.S. customers gaining access to traditional stock trading. André Beganski Go to decrypt.co
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Santa Rally Hopes Fade as Bitcoin Jumps to $90K, Then Falls Even Harder
Santa Rally Hopes Fade as Bitcoin Jumps to $90K, Then Falls Even Harder Bitcoin’s brief rally to $90K quickly turned sour, dropping to $85K as traders lose faith in a Santa rally. Stacy Elliott Go to decrypt.co
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Online Partitioned Local Depth for semi-supervised applications
Online Partitioned Local Depth for semi-supervised applications arXiv:2512.15436v1 Announce Type: new Abstract: We introduce an extension of the partitioned local depth (PaLD) algorithm that is adapted to online applications such as semi-supervised prediction. The new algorithm we present, online PaLD, is well-suited to situations where it is a possible to pre-compute a cohesion network from…
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A Teacher-Student Perspective on the Dynamics of Learning Near the Optimal Point
A Teacher-Student Perspective on the Dynamics of Learning Near the Optimal Point arXiv:2512.15606v1 Announce Type: new Abstract: Near an optimal learning point of a neural network, the learning performance of gradient descent dynamics is dictated by the Hessian matrix of the loss function with respect to the network parameters. We characterize the Hessian eigenspectrum for…
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High-Dimensional Partial Least Squares: Spectral Analysis and Fundamental Limitations
High-Dimensional Partial Least Squares: Spectral Analysis and Fundamental Limitations arXiv:2512.15684v1 Announce Type: new Abstract: Partial Least Squares (PLS) is a widely used method for data integration, designed to extract latent components shared across paired high-dimensional datasets. Despite decades of practical success, a precise theoretical understanding of its behavior in high-dimensional regimes remains limited. In this…
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A Bayesian latent class reinforcement learning framework to capture adaptive, feedback-driven travel behaviour
A Bayesian latent class reinforcement learning framework to capture adaptive, feedback-driven travel behaviour arXiv:2512.14713v1 Announce Type: cross Abstract: Many travel decisions involve a degree of experience formation, where individuals learn their preferences over time. At the same time, there is extensive scope for heterogeneity across individual travellers, both in their underlying preferences and in how…
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Model inference for ranking from pairwise comparisons
Model inference for ranking from pairwise comparisons arXiv:2512.15269v1 Announce Type: cross Abstract: We consider the problem of ranking objects from noisy pairwise comparisons, for example, ranking tennis players from the outcomes of matches. We follow a standard approach to this problem and assume that each object has an unobserved strength and that the outcome of…
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A Practical Toolkit for Time Series Anomaly Detection, Using Python
A Practical Toolkit for Time Series Anomaly Detection, Using Python Here’s how to detect point anomalies within each series, and identify anomalous signals across the whole bank The post A Practical Toolkit for Time Series Anomaly Detection, Using Python appeared first on Towards Data Science. Piero Paialunga Go to original source
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The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel
The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel Neural networks often feel like black boxes. In this article, we build a neural network regressor from scratch using only Excel formulas. By making every step explicit, from forward propagation to backpropagation, we show how a neural network learns to approximate non-linear functions…
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Production-Grade Observability for AI Agents: A Minimal-Code, Configuration-First Approach
Production-Grade Observability for AI Agents: A Minimal-Code, Configuration-First Approach LLM-as-a-Judge, regression testing, and end-to-end traceability of multi-agent LLM systems The post Production-Grade Observability for AI Agents: A Minimal-Code, Configuration-First Approach appeared first on Towards Data Science. Partha Sarkar Go to original source
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3 Techniques to Effectively Utilize AI Agents for Coding
3 Techniques to Effectively Utilize AI Agents for Coding Learn how to be an effective engineer with coding agents The post 3 Techniques to Effectively Utilize AI Agents for Coding appeared first on Towards Data Science. Eivind Kjosbakken Go to original source