不知道 不明了 不想要
-
Best enterprise content management software of 2026
Best enterprise content management software of 2026 When buying enterprise content management software, businesses have several products to consider. Here are some of the leading ECM platforms to evaluate. Go to techtarget
-
AWS Announces New Capabilities to Optimize Costs and Improve Scalability
AWS Announces New Capabilities to Optimize Costs and Improve Scalability AWS announced that Amazon Relation Database Service (Amazon RDS) is offering 4 new capabilities to help customers optimize their costs as well as improve efficiency and scalability for their?Amazon RDS for Oracle?and?Amazon RDS for SQL Server?databases. Go to dbta
-
Differences Between Operational and Analytical Data Structures
Differences Between Operational and Analytical Data Structures It is an unfortunate result of being human that we are biased by our first impressions. For example, we are often blinded when we encounter a subject area’s data for the first time. The initial data structures we analyze and learn to understand set our internal paradigms. Once…
-
Oracle Key Vault is Now Available on Oracle Database Appliance
Oracle Key Vault is Now Available on Oracle Database Appliance Oracle announced the Oracle Key Vault (OKV) is now available on Oracle Database Appliance, centralizing and securing keys for TDE and SSH. Most organizations already encrypt their sensitive data, but encryption alone is not enough to stop a breach. That is why robust, centralized key…
-
Oracle Database@Google Cloud is Now Available in Canada
Oracle Database@Google Cloud is Now Available in Canada Oracle is now offering Oracle Database@Google Cloud?to customers in Canada, customers can now run Oracle Exadata Database Service?on Dedicated Infrastructure, Oracle Autonomous AI Database,?and Oracle Autonomous AI Lakehouse?on Oracle Cloud Infrastructure?(OCI) in the North America-Northeast 1 (Montreal) and North America-Northeast 2 (Toronto) Google Cloud regions.? Go to…
-
Oracle Database Upgrade: How to Migrate from 11.2.0.2 and Beyond to Oracle AI Database 26ai
Oracle Database Upgrade: How to Migrate from 11.2.0.2 and Beyond to Oracle AI Database 26ai Upgrading your Oracle database from version 11.2.0.2 to the latest Oracle AI Database 26ai release gives you access to the cutting edge functionality that Oracle is delivering to this data platform. This guide will walk you through setting up a…
-
Optical fiber bundles offer promising solution for high-altitude laser communication systems
Optical fiber bundles offer promising solution for high-altitude laser communication systems Free-space optical communications (FSOC), which use lasers for data transmission, are a promising approach for achieving high-speed links between aircraft, spacecraft, and ground stations. However, achieving 360-degree coverage requires multiple articulated terminals installed on the fuselage of aircraft, exceeding size, weight, and power limits.…
-
Apple’s ATT leads to significant revenue losses for SMEs
Apple’s ATT leads to significant revenue losses for SMEs Apple’s data protection measure “App Tracking Transparency” (ATT) strengthens user privacy, but causes significant revenue losses in e-commerce, especially for small and medium-sized enterprises (SMEs). The reason for this is the mandatory opt-in for users introduced by ATT. This is shown by a study co-authored by…
-
New interface engineering strategy developed for efficient and stable back-contact solar cells
New interface engineering strategy developed for efficient and stable back-contact solar cells As the demand for renewable energy grows, scientists are developing new types of solar cells that are both highly efficient and scalable. The back-contact perovskite solar cell (BC-PSC) is one such innovative architecture, emerging as a promising alternative to traditional front-contact designs. Go…
-
We may never be able to tell if AI becomes conscious, argues philosopher
We may never be able to tell if AI becomes conscious, argues philosopher A University of Cambridge philosopher argues that our evidence for what constitutes consciousness is far too limited to tell if or when artificial intelligence has made the leap—and a valid test for doing so will remain out of reach for the foreseeable…
-
Netflix to launch FIFA World Cup video game
Netflix to launch FIFA World Cup video game Netflix is set to release a FIFA soccer simulation game exclusively on its gaming platform in summer 2026, timed to coincide with the World Cup, the streaming giant said Wednesday. Go to techxplore
-
Four ways AI can finally make threat intelligence useful and not just noisy
Four ways AI can finally make threat intelligence useful and not just noisy For years, many CISOs have been told that threat intelligence is the missing piece in their security program. In other words, the glue that would finally tie risk, controls and decision-making together. Yet inside most organisations the reality is very different. Threat…
-
STAT+: Meta is urged by state attorneys general to boost enforcement of weight loss drug advertising
STAT+: Meta is urged by state attorneys general to boost enforcement of weight loss drug advertising More than three dozen state attorneys general are urging Meta to better enforce its policies to thwart a “surge of misleading” pharmaceutical and wellness ads for weight loss drugs on Instagram and Facebook. And the state officials also want…
-
STAT+: FDA approves brain tumor warning on Depo-Provera label as court battle grows over side effects
STAT+: FDA approves brain tumor warning on Depo-Provera label as court battle grows over side effects The Food and Drug Administration has approved a change to the labeling for a Pfizer birth control shot that warns patients of the risk of meningioma, a tumor in the layers of tissue that cover the brain and spinal…
-
STAT+: More drugmakers set to sign pricing deals with Trump on Friday
STAT+: More drugmakers set to sign pricing deals with Trump on Friday WASHINGTON — Several drugmakers are expected to sign pricing agreements with the Trump administration on Friday, according to four people familiar with the plans, who were not authorized to speak publicly. The agreements would be the latest in a series of deals in…
-
CDC’s controversial new hep B vaccine guidance: everything you need to know
CDC’s controversial new hep B vaccine guidance: everything you need to know The Centers for Disease Control and Prevention just rolled back decades-old guidance that newborns should be offered the hepatitis B vaccine at birth. The agency adopted the recommendation of its vaccine advisory panel known as ACIP, which voted on the policy change at…
-
STAT+: House set to vote on bills to ban gender-affirming care for young people
STAT+: House set to vote on bills to ban gender-affirming care for young people Republicans in Congress are making a renewed push before the end of the year to pass major federal restrictions to gender-affirming care for trans minors. The House is set to consider two bills this week, before lawmakers depart for their holiday…
-
Bhutan Pledges 10,000 Bitcoin Worth $1B to Fund Mindfulness City
Bhutan Pledges 10,000 Bitcoin Worth $1B to Fund Mindfulness City The 10,000 BTC will generate yields for GMC’s growth while being held long-term, with Bhutan ruling out selling the reserves. Vismaya V Go to decrypt.co
-
Former Theta Executives Accuse Crypto Firm’s CEO of Fraud, Retaliation
Former Theta Executives Accuse Crypto Firm’s CEO of Fraud, Retaliation Two former Theta Labs executives filed whistleblower lawsuits alleging deceptive token practices and retaliation by the company and its CEO. Vince Dioquino Go to decrypt.co
-
Actors, Creators Launch Coalition to Push AI Rules Amid Ongoing Legal Battles
Actors, Creators Launch Coalition to Push AI Rules Amid Ongoing Legal Battles Artists, technologists and other creators formed a new group seeking standards for how AI is trained and used. Jason Nelson Go to decrypt.co
-
Why Bitwise Expects New Bitcoin Highs in 2026—And the End of the 4-Year Cycle
Why Bitwise Expects New Bitcoin Highs in 2026—And the End of the 4-Year Cycle Crypto investment firm Bitwise believes Bitcoin will set a new all-time high price in 2026 and end the typical four-year cycle. Here’s why. Logan Hitchcock Go to decrypt.co
-
FTC Compels Nomad Operator to Repay Users After $186M Crypto Bridge Hack in 2022
FTC Compels Nomad Operator to Repay Users After $186M Crypto Bridge Hack in 2022 Regulators said Illusory Systems misled users about security and failed to prevent a 2022 exploit that drained the Nomad cross-chain bridge. Jason Nelson Go to decrypt.co
-
One Permutation Is All You Need: Fast, Reliable Variable Importance and Model Stress-Testing
One Permutation Is All You Need: Fast, Reliable Variable Importance and Model Stress-Testing arXiv:2512.13892v1 Announce Type: new Abstract: Reliable estimation of feature contributions in machine learning models is essential for trust, transparency and regulatory compliance, especially when models are proprietary or otherwise operate as black boxes. While permutation-based methods are a standard tool for this…
-
Maximum Mean Discrepancy with Unequal Sample Sizes via Generalized U-Statistics
Maximum Mean Discrepancy with Unequal Sample Sizes via Generalized U-Statistics arXiv:2512.13997v1 Announce Type: new Abstract: Existing two-sample testing techniques, particularly those based on choosing a kernel for the Maximum Mean Discrepancy (MMD), often assume equal sample sizes from the two distributions. Applying these methods in practice can require discarding valuable data, unnecessarily reducing test power.…
-
On the Hardness of Conditional Independence Testing In Practice
On the Hardness of Conditional Independence Testing In Practice arXiv:2512.14000v1 Announce Type: new Abstract: Tests of conditional independence (CI) underpin a number of important problems in machine learning and statistics, from causal discovery to evaluation of predictor fairness and out-of-distribution robustness. Shah and Peters (2020) showed that, contrary to the unconditional case, no universally finite-sample…
-
Weighted Conformal Prediction Provides Adaptive and Valid Mask-Conditional Coverage for General Missing Data Mechanisms
Weighted Conformal Prediction Provides Adaptive and Valid Mask-Conditional Coverage for General Missing Data Mechanisms arXiv:2512.14221v1 Announce Type: new Abstract: Conformal prediction (CP) offers a principled framework for uncertainty quantification, but it fails to guarantee coverage when faced with missing covariates. In addressing the heterogeneity induced by various missing patterns, Mask-Conditional Valid (MCV) Coverage has emerged…
-
Improving the Accuracy of Amortized Model Comparison with Self-Consistency
Improving the Accuracy of Amortized Model Comparison with Self-Consistency arXiv:2512.14308v1 Announce Type: new Abstract: Amortized Bayesian inference (ABI) offers fast, scalable approximations to posterior densities by training neural surrogates on data simulated from the statistical model. However, ABI methods are highly sensitive to model misspecification: when observed data fall outside the training distribution (generative scope…
-
Separate Numbers and Text in One Column Using Power Query
Separate Numbers and Text in One Column Using Power Query An Excel sheet with a column containing numbers and text? What a mess! The post Separate Numbers and Text in One Column Using Power Query appeared first on Towards Data Science. Salvatore Cagliari Go to original source
-
The Machine Learning “Advent Calendar” Day 16: Kernel Trick in Excel
The Machine Learning “Advent Calendar” Day 16: Kernel Trick in Excel Kernel SVM often feels abstract, with kernels, dual formulations, and support vectors. In this article, we take a different path. Starting from Kernel Density Estimation, we build Kernel SVM step by step as a sum of local bells, weighted and selected by hinge loss,…
-
Lessons Learned After 8 Years of Machine Learning
Lessons Learned After 8 Years of Machine Learning Deep work, over-identification, sports, and blogging The post Lessons Learned After 8 Years of Machine Learning appeared first on Towards Data Science. Pascal Janetzky Go to original source
-
Databricks adds $4B funding round; IPO could be next
Databricks adds $4B funding round; IPO could be next With a valuation well over $100 billion and strong revenue growth from both data management and AI, the vendor could be preparing to go public. Go to techtarget
-
Different types of database management systems explained
Different types of database management systems explained The various types of database software come with advantages, limitations and optimal uses that prospective buyers should be aware of before choosing a DBMS. Go to techtarget
-
EnterpriseDB updates WarehousePG with features that fuel AI
EnterpriseDB updates WarehousePG with features that fuel AI The PostgreSQL database specialist’s data warehouse update targets AI development by adding predictable pricing, real-time data processing and improved governance capabilities. Go to techtarget
-
Infragistics Announces Ignite UI is Now Open Source ?
Infragistics Announces Ignite UI is Now Open Source ? Infragistics, the software company responsible for the UI and UX solutions, announced that Ignite UI?its library of enterprise-ready data charts, grids, and user interface (UI) components?is now open source across Angular, Blazor, React and Web Components. Go to dbta
-
Commvault and Delinea Collaborate to Toughen Up Security Protection and Resilience
Commvault and Delinea Collaborate to Toughen Up Security Protection and Resilience Commvault, a leader in unified resilience at enterprise scale, is partnering with Delinea, a leader in privileged access management (PAM) to connect the Commvault Cloud platform with Delinea’s Secret Server?helping joint customers strengthen credential security, support compliance initiatives, and streamline data recovery.? Go to…
-
Progress Software Delivers Agentic AI Capabilities to Transform How Modern Business Apps are Built
Progress Software Delivers Agentic AI Capabilities to Transform How Modern Business Apps are Built Progress Software, a provider of AI-powered digital experience and infrastructure software, announced the Q4 2025 release of its developer toolsets Progress Telerik and Progress Kendo UI?introducing Agentic AI as an active development partner through a Progress Agentic UI Generator along with…
-
The quiet experiment that changed solar power: First solid-state solar cell based on a perovskite semiconductor
The quiet experiment that changed solar power: First solid-state solar cell based on a perovskite semiconductor Long before perovskite solar cells began smashing efficiency records and transforming the future of clean energy, their modern design first emerged from a quiet experiment at Northwestern University. Go to techxplore
-
Long-standing limitation in thin-film solar cells resolved with nanometric germanium oxide layer
Long-standing limitation in thin-film solar cells resolved with nanometric germanium oxide layer As the world urgently seeks clean energy solutions, solar power stands out for its abundance and scalability compared to other renewable energy sources. In recent years, researchers have turned to thin-film solar cell technologies as alternatives to traditional crystalline silicon solar cells, owing…
-
Should the US be worried about AI bubble?
Should the US be worried about AI bubble? Tech giants Amazon, Meta, Alphabet, Microsoft, and Oracle have been taking on enormous new debt in a race to build out their artificial intelligence ventures in the last year, fueling Wall Street fears of a bubble capable of disrupting the entire economy. Go to techxplore
-
AI-powered robotic hands learn dexterity by mimicking human movements and anatomy
AI-powered robotic hands learn dexterity by mimicking human movements and anatomy Step inside the Soft Robotics Lab at ETH Zurich, and you find yourself in a space that is part children’s nursery, part high-tech workshop and part cabinet of curiosities. The lab benches are strewn with foam blocks, stuffed animals—including a cuddly squid—and other colorful…
-
More safety and comfort for protective clothing thanks to auxetic fabrics
More safety and comfort for protective clothing thanks to auxetic fabrics When everyday materials are pulled, they stretch or elongate in the direction of the pull and become narrower in cross-section. We can also observe this property in two-dimensional textiles. Auxetic structures behave differently here. They have the striking property of not changing under tensile…
-
Australia’s top tech priorities for 2026
Australia’s top tech priorities for 2026 Technological progress, including remote work and the transition to AI, has shaken up the nation’s workforce. The Australian Department of Industry, Science and Resources, has found that 40% of SMEs have embedded AI technology into their operations. And while adoption rates vary across industries, AI has become a core…
-
Dana-Farber to pay $15 million to settle Justice Department lawsuit over manipulated data
Dana-Farber to pay $15 million to settle Justice Department lawsuit over manipulated data Dana-Farber Cancer Institute, one of the nation’s premier cancer research and treatment centers, is paying $15 million to settle a lawsuit claiming that some of its top researchers authored papers containing manipulated data. In its settlement with the U.S. Department of Justice,…
-
STAT+: Two rare diseases added to newborn screening recommendations
STAT+: Two rare diseases added to newborn screening recommendations Health secretary Robert F. Kennedy Jr. on Tuesday added two deadly rare diseases, Duchenne muscular dystrophy and metachromatic leukodystrophy (MLD), to the list of conditions the government recommends states screen newborns for. The announcement came eight months after Health and Human Services, under Kennedy, disbanded the…
-
STAT+: House juggles options for extending ACA subsidies
STAT+: House juggles options for extending ACA subsidies 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. Since the election, Cheryl Hines hasn’t spoken to Larry David, her on-screen husband of 24 years…
-
STAT+: FDA initiates priority voucher for J&J’s ‘Tec-Dara’ combo
STAT+: FDA initiates priority voucher for J&J’s ‘Tec-Dara’ combo Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Good morning. Apparently the drunk raccoon I mentioned a few weeks ago is a repeat offender. Onto the biotech news today. Continue to STAT+ to read the…
-
STAT+: Pharmalittle: We’re reading about obesity drug lawsuits, Ramaswamy’s latest startup, and much more
STAT+: Pharmalittle: We’re reading about obesity drug lawsuits, Ramaswamy’s latest startup, and much more Rise and shine, another busy day is on the way. We can tell because the official mascots got an early start chasing down cats, squirrels, and other creatures darting about the Pharmalot campus. And then there is the noisy parade of…
-
Nexo Lands Multi-Year Australian Open Sponsorship Deal
Nexo Lands Multi-Year Australian Open Sponsorship Deal Nexo steps into the Australian Open as crypto partnerships make a steady comeback across the sports world. Vismaya V Go to decrypt.co
-
Bitcoin’s Retreat to $85,000 Shifts Losses to New Entrants
Bitcoin’s Retreat to $85,000 Shifts Losses to New Entrants Bitcoin’s drop to $85,800 has pushed new whales into 2023-level losses, while on-chain data reveals short-term holders buying the dips. Akash Girimath Go to decrypt.co
-
PayPal Moves to Set Up Utah-Chartered Bank to Bolster Payments and Lending
PayPal Moves to Set Up Utah-Chartered Bank to Bolster Payments and Lending PayPal is seeking a state-chartered bank license as it deepens lending, deposits, and crypto-linked settlement services in the U.S. Vince Dioquino Go to decrypt.co
-
Quantum Computing Unlikely to Impact Bitcoin, Crypto Prices in 2026: Grayscale
Quantum Computing Unlikely to Impact Bitcoin, Crypto Prices in 2026: Grayscale The asset manager said quantum threats were real but unlikely to affect crypto markets or valuations in the near term. Jason Nelson Go to decrypt.co
-
AI Helped Researchers Block a Virus Before Infection Began
AI Helped Researchers Block a Virus Before Infection Began Washington State University researchers are using AI and simulations to pinpoint a single molecular interaction that blocks viral entry. Jason Nelson Go to decrypt.co
-
Interval Fisher’s Discriminant Analysis and Visualisation
Interval Fisher’s Discriminant Analysis and Visualisation arXiv:2512.11945v1 Announce Type: new Abstract: In Data Science, entities are typically represented by single valued measurements. Symbolic Data Analysis extends this framework to more complex structures, such as intervals and histograms, that express internal variability. We propose an extension of multiclass Fisher’s Discriminant Analysis to interval-valued data, using Moore’s…
-
Hellinger loss function for Generative Adversarial Networks
Hellinger loss function for Generative Adversarial Networks arXiv:2512.12267v1 Announce Type: new Abstract: We propose Hellinger-type loss functions for training Generative Adversarial Networks (GANs), motivated by the boundedness, symmetry, and robustness properties of the Hellinger distance. We define an adversarial objective based on this divergence and study its statistical properties within a general parametric framework. We…
-
Towards a pretrained deep learning estimator of the Linfoot informational correlation
Towards a pretrained deep learning estimator of the Linfoot informational correlation arXiv:2512.12358v1 Announce Type: new Abstract: We develop a supervised deep-learning approach to estimate mutual information between two continuous random variables. As labels, we use the Linfoot informational correlation, a transformation of mutual information that has many important properties. Our method is based on ground…
-
Co-Hub Node Based Multiview Graph Learning with Theoretical Guarantees
Co-Hub Node Based Multiview Graph Learning with Theoretical Guarantees arXiv:2512.12435v1 Announce Type: new Abstract: Identifying the graphical structure underlying the observed multivariate data is essential in numerous applications. Current methodologies are predominantly confined to deducing a singular graph under the presumption that the observed data are uniform. However, many contexts involve heterogeneous datasets that feature…
-
Efficient Level-Crossing Probability Calculation for Gaussian Process Modeled Data
Efficient Level-Crossing Probability Calculation for Gaussian Process Modeled Data arXiv:2512.12442v1 Announce Type: new Abstract: Almost all scientific data have uncertainties originating from different sources. Gaussian process regression (GPR) models are a natural way to model data with Gaussian-distributed uncertainties. GPR also has the benefit of reducing I/O bandwidth and storage requirements for large scientific simulations.…
-
The Machine Learning “Advent Calendar” Day 15: SVM in Excel
The Machine Learning “Advent Calendar” Day 15: SVM in Excel Instead of starting with margins and geometry, this article builds the Support Vector Machine step by step from familiar models. By changing the loss function and reusing regularization, SVM appears naturally as a linear classifier trained by optimization. This perspective unifies logistic regression, SVM, and…
-
6 Technical Skills That Make You a Senior Data Scientist
6 Technical Skills That Make You a Senior Data Scientist Beyond writing code, these are the design-level decisions, trade-offs, and habits that quietly separate senior data scientists from everyone else. The post 6 Technical Skills That Make You a Senior Data Scientist appeared first on Towards Data Science. Piero Paialunga Go to original source
-
Geospatial exploratory data analysis with GeoPandas and DuckDB
Geospatial exploratory data analysis with GeoPandas and DuckDB In this article, I’ll show you how to use two popular Python libraries to carry out some geospatial analysis of traffic accident data within the UK. I was a relatively early adopter of DuckDB, the fast OLAP database, after it became available, but only recently realised that, through…
-
Lessons Learned from Upgrading to LangChain 1.0 in Production
Lessons Learned from Upgrading to LangChain 1.0 in Production What worked, what broke, and why I did it The post Lessons Learned from Upgrading to LangChain 1.0 in Production appeared first on Towards Data Science. Clara Chong Go to original source
-
The Illusion of Service: AI at the Bleeding Edge
The Illusion of Service: AI at the Bleeding Edge As companies chase efficiency, it’s no surprise that today’s customer service call is more likely to be answered by a bot than by the much-maligned, outsourced operators of the past. Executives celebrate this shift with near-religious zeal. AI doesn’t ask for vacation days, sick leave, or…
-
The Linux Foundation Announces the Formation of the Agentic AI Foundation
The Linux Foundation Announces the Formation of the Agentic AI Foundation The Linux Foundation, the nonprofit organization enabling mass innovation through open source, is forming the Agentic AI Foundation (AAIF), and announced the founding contributions of three leading projects driving innovation in open source AI; Anthropic’s Model Context Protocol (MCP), Block’s goose, and OpenAI’s AGENTS.md.?…
-
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…
-
9 Predictions for Cloud in 2026
9 Predictions for Cloud in 2026 The cloud industry is entering a stage of hypergrowth driven by generative AI,?hybrid and multi-cloud adoption, and?global data acceleration. In 2025, global cloud infrastructure (IaaS) spending reached $90.9 billion in Q1 2025 alone?a 21% year-over-year increase, according to Omdia. Here, experts share their predictions for cloud in 2026. Go…
-
9 Predictions for Cloud in 2026
9 Predictions for Cloud in 2026 The cloud industry is entering a stage of hypergrowth driven by generative AI,?hybrid and multi-cloud adoption, and?global data acceleration. In 2025, global cloud infrastructure (IaaS) spending reached $90.9 billion in Q1 2025 alone?a 21% year-over-year increase, according to Omdia. Here, experts share their predictions for cloud in 2026. Go…
-
How 3D printing creates stronger vehicle parts by solving aluminum’s high-temperature weakness
How 3D printing creates stronger vehicle parts by solving aluminum’s high-temperature weakness Aluminum is prized for being lightweight and strong, but at high temperatures it loses strength. This has limited its use in engines, turbines, and other applications where parts must stay strong under high temperature conditions. Researchers at Nagoya University have developed a method…
-
New software could reduce dependency on big data centers for AI
New software could reduce dependency on big data centers for AI EPFL researchers have developed new software—now spun-off into a start-up—that eliminates the need for data to be sent to third-party cloud services when AI is used to complete a task. This could challenge the business model of Big Tech. Go to techxplore
-
The ‘AI homeless man prank’ reveals a crisis in AI education
The ‘AI homeless man prank’ reveals a crisis in AI education The new TikTok trend “AI homeless man prank” has sparked a wave of outrage and police responses in the United States and beyond. The prank involves using AI image generators to create realistic photos depicting fake homeless people appearing to be at someone’s door…
-
What’s at stake in Trump’s executive order aiming to curb state-level AI regulation
What’s at stake in Trump’s executive order aiming to curb state-level AI regulation President Donald Trump signed an executive order on Dec. 11, 2025, that aims to supersede state-level artificial intelligence laws that the administration views as a hindrance to innovation in AI. Go to techxplore
-
What makes a good proton conductor? New metric reveals key traits for advanced energy materials
What makes a good proton conductor? New metric reveals key traits for advanced energy materials A number of advanced energy technologies—including fuel cells, electrolyzers, and an emerging class of low-power electronics—use protons as the key charge carrier. Whether or not these devices will be widely adopted hinges, in part, on how efficiently they can move…
-
CrowdStrike achieves top marks in MITRE evaluations
CrowdStrike achieves top marks in MITRE evaluations CrowdStrike has achieved a perfect 100% detection and 100% protection rate with no false positives during the 2025 MITRE ATT&CK Enterprise Evaluations program, the company revealed. During MITRE’s first cloud adversary emulation, simulating attacks that moved across identity, endpoint and cloud, CrowdStrike’s Falcon platform passed with flying colours,…
-
Experts assess Trump’s declaration of fentanyl as weapon of mass destruction
Experts assess Trump’s declaration of fentanyl as weapon of mass destruction There is no doubt that, in the wrong circumstances, fentanyl can be an agent of mass destruction. In the last decade, the ultra-potent synthetic opioid has caused hundreds of thousands of Americans to die by overdose, shattering families, shortening life expectancy, and destabilizing the…
-
Free pass or failing grade for saturated fats? Review sets off scientific and political debate
Free pass or failing grade for saturated fats? Review sets off scientific and political debate Saturated fats are having a moment, one that has ensnared researchers in a political debate they never intended to enter. A new systematic review of 17 randomized clinical trials found that reducing intake of saturated fats reduced the chance of serious cardiovascular…
-
STAT+: NIH specifies how grant reviewers should ensure alignment with Trump priorities
STAT+: NIH specifies how grant reviewers should ensure alignment with Trump priorities Signaling a move toward the next phase of change, leaders at the National Institutes of Health have sent new guidance to its staff on how to further move its $39 billion portfolio in alignment with the Trump administration’s priorities. The seven-page guidance, sent…
-
STAT+: Sobi bets big on next-gen gout drug
STAT+: Sobi bets big on next-gen gout drug Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Morning. Today, we discuss the implications of a child’s tragic death after receiving a brain-focused gene therapy, hear Siddhartha Mukherjee opine on why the next frontier in…
-
Transhumanism Branded a ‘Death Cult’ as Thinkers Clash Over Humanity’s Future
Transhumanism Branded a ‘Death Cult’ as Thinkers Clash Over Humanity’s Future A public debate exposed deep divides over whether using technology to defeat aging and death would save humanity or erase it. Jason Nelson Go to decrypt.co
-
STARK denoises spatial transcriptomics images via adaptive regularization
STARK denoises spatial transcriptomics images via adaptive regularization arXiv:2512.10994v1 Announce Type: new Abstract: We present an approach to denoising spatial transcriptomics images that is particularly effective for uncovering cell identities in the regime of ultra-low sequencing depths, and also allows for interpolation of gene expression. The method — Spatial Transcriptomics via Adaptive Regularization and Kernels…
-
An Efficient Variant of One-Class SVM with Lifelong Online Learning Guarantees
An Efficient Variant of One-Class SVM with Lifelong Online Learning Guarantees arXiv:2512.11052v1 Announce Type: new Abstract: We study outlier (a.k.a., anomaly) detection for single-pass non-stationary streaming data. In the well-studied offline or batch outlier detection problem, traditional methods such as kernel One-Class SVM (OCSVM) are both computationally heavy and prone to large false-negative (Type II)…
-
Provable Recovery of Locally Important Signed Features and Interactions from Random Forest
Provable Recovery of Locally Important Signed Features and Interactions from Random Forest arXiv:2512.11081v1 Announce Type: new Abstract: Feature and Interaction Importance (FII) methods are essential in supervised learning for assessing the relevance of input variables and their interactions in complex prediction models. In many domains, such as personalized medicine, local interpretations for individual predictions are…
-
TPV: Parameter Perturbations Through the Lens of Test Prediction Variance
TPV: Parameter Perturbations Through the Lens of Test Prediction Variance arXiv:2512.11089v1 Announce Type: new Abstract: We identify test prediction variance (TPV) — the first-order sensitivity of model outputs to parameter perturbations around a trained solution — as a unifying quantity that links several classical observations about generalization in deep networks. TPV is a fully label-free…
-
Data-Driven Model Reduction using WeldNet: Windowed Encoders for Learning Dynamics
Data-Driven Model Reduction using WeldNet: Windowed Encoders for Learning Dynamics arXiv:2512.11090v1 Announce Type: new Abstract: Many problems in science and engineering involve time-dependent, high dimensional datasets arising from complex physical processes, which are costly to simulate. In this work, we propose WeldNet: Windowed Encoders for Learning Dynamics, a data-driven nonlinear model reduction framework to build…
-
Weekly Entering & Transitioning – Thread 15 Dec, 2025 – 22 Dec, 2025
Weekly Entering & Transitioning – Thread 15 Dec, 2025 – 22 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.…
-
I got three offers from a two month job search – here’s what I wish I knew earlier
I got three offers from a two month job search – here’s what I wish I knew earlier There’s a lot of doom and gloom on reddit and elsewhere about the current state of the job market. And yes, it’s bad. But reading all these stories of people going months and years without getting a…
-
Has anyone tried training models on raw discussions instead of curated datasets?
Has anyone tried training models on raw discussions instead of curated datasets? I’ve always followed the usual advice when training models, like clean the data, normalize everything, remove noise, structure it nicely Recently I tried something different. Instead of polished datasets, I fed models long, messy discussion threads, real conversations, people arguing, correcting themselves, misunderstanding…
-
Gemini Deep Research: Autonomous Intelligence for Enterprise Research
Gemini Deep Research: Autonomous Intelligence for Enterprise Research submitted by /u/WarChampion90 [link] [comments] /u/WarChampion90 Go to original source
-
While 72% of Executives Back AI, Public Trust Is Tanking
While 72% of Executives Back AI, Public Trust Is Tanking submitted by /u/disforwork [link] [comments] /u/disforwork Go to original source
-
The Machine Learning “Advent Calendar” Day 14: Softmax Regression in Excel
The Machine Learning “Advent Calendar” Day 14: Softmax Regression in Excel Softmax Regression is simply Logistic Regression extended to multiple classes. By computing one linear score per class and normalizing them with Softmax, we obtain multiclass probabilities without changing the core logic. The loss, the gradients, and the optimization remain the same. Only the number…
-
Stop Writing Spaghetti if-else Chains: Parsing JSON with Python’s match-case
Stop Writing Spaghetti if-else Chains: Parsing JSON with Python’s match-case Introduction If you work in data science, data engineering, or as as a frontend/backend developer, you deal with JSON. For professionals, its basically only death, taxes, and JSON-parsing that is inevitable. The issue is that parsing JSON is often a serious pain. Whether you are…
-
Tech savvy users have most digital concerns, study finds
Tech savvy users have most digital concerns, study finds Digital concerns around privacy, online misinformation, and work-life boundaries are highest among highly educated, Western European millennials, finds a new study from researchers at UCL and the University of British Columbia. Go to techxplore
-
Big batteries are now outcompeting gas in the grid—and gas-rich Western Australia is at the forefront
Big batteries are now outcompeting gas in the grid—and gas-rich Western Australia is at the forefront Australia’s electricity grids are undergoing a profound transformation. Solar and wind have provided 99% of new generating capacity since 2015. Last month, renewables hit parity with fossil fuels for the first time. Go to techxplore
-
AI agents debate their way to improved mathematical reasoning
AI agents debate their way to improved mathematical reasoning Large language models (LLMs), artificial intelligence (AI) systems that can process and generate texts in various languages, are now widely used worldwide to create written content, source information and even to code websites or applications. While these models have improved significantly over the past couple of…
-
With Nvidia’s second-best AI chips headed for China, the US shifts priorities from security to trade
With Nvidia’s second-best AI chips headed for China, the US shifts priorities from security to trade This week, US President Donald Trump approved previously banned exports of Nvidia’s powerful H200 artificial intelligence (AI) chips to China. Go to techxplore
-
Power when parked: EVs could help save money and reduce emissions by providing energy to homes
Power when parked: EVs could help save money and reduce emissions by providing energy to homes Using electric vehicle batteries to power households could save their owners thousands of dollars in bills while cutting emissions from the power grid, according to new research from the University of Michigan and Ford Motor Company. Go to techxplore
-
How digital twins are changing the way data centres are designed
How digital twins are changing the way data centres are designed An increasing number of Australian organisations are undertaking digital twin initiatives; however, far fewer are using the approach when developing new data centres. This needs to change, as digital twins have the potential to rewrite the design rules for data centres and drive improved…
-
The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel
The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel Ridge and Lasso regression are often perceived as more complex versions of linear regression. In reality, the prediction model remains exactly the same. What changes is the training objective. By adding a penalty on the coefficients, regularization forces the model to choose…
-
How to Increase Coding Iteration Speed
How to Increase Coding Iteration Speed Learn how to become a more efficient programmer with local testing The post How to Increase Coding Iteration Speed appeared first on Towards Data Science. Eivind Kjosbakken Go to original source