不知道 不明了 不想要
-
When Does Adding Fancy RAG Features Work?
When Does Adding Fancy RAG Features Work? Looking at the performance of different pipelines The post When Does Adding Fancy RAG Features Work? appeared first on Towards Data Science. Ida Silfverskiöld Go to original source
-
Optimizing Data Transfer in Batched AI/ML Inference Workloads
Optimizing Data Transfer in Batched AI/ML Inference Workloads A deep dive on data transfer bottlenecks, their identification, and their resolution with the help of NVIDIA Nsight™ Systems – part 2 The post Optimizing Data Transfer in Batched AI/ML Inference Workloads appeared first on Towards Data Science. Chaim Rand Go to original source
-
DoiT Acquires SELECT to Bring Intelligent Optimization and Automation to Data Platform Workloads
DoiT Acquires SELECT to Bring Intelligent Optimization and Automation to Data Platform Workloads DoiT, a global leader in enterprise-grade FinOps and CloudOps solutions, is acquiring SELECT, a data optimization company purpose-built to help organizations gain visibility and control over data platform spend, starting with Snowflake?positioning DoiT as a comprehensive platform for managing cost, performance and…
-
Automate Insights and Uncover Patterns in Massive Datasets with AI and BI
Automate Insights and Uncover Patterns in Massive Datasets with AI and BI AI and BI are no longer separate conversations?they’re converging into a more powerful discipline that’s redefining the analytics landscape. Go to dbta
-
Kiteworks and Concentric AI Collaborate to Provide Comprehensive Data Security Governance
Kiteworks and Concentric AI Collaborate to Provide Comprehensive Data Security Governance Kiteworks, helping organizations to effectively manage risk and use of private data, is partnering with Concentric AI to deliver robust capabilities for securing data in motion. Go to dbta
-
Red Hat Announces Developer Preview for New MCP Server for Red Hat Enterprise Linux?
Red Hat Announces Developer Preview for New MCP Server for Red Hat Enterprise Linux? Red Hat is announcing the developer preview of a new Model Context Protocol (MCP) server for Enterprise Linux (RHEL). This new MCP server is designed to bridge the gap between RHEL and Large Language Models (LLMs), enabling a new era of…
-
Oracle is on Track to Power New Data Center in Michigan
Oracle is on Track to Power New Data Center in Michigan Oracle is partnering with Related Digital and DTE Energy, to construct Oracle’s AI data center in Saline Township, Michigan. As the future tenant, Oracle will operate the data center once it’s delivered and provisioned, outfitting it with the latest technology for its customer, OpenAI,…
-
From brain scans to alloys: Teaching AI to make sense of complex research data
From brain scans to alloys: Teaching AI to make sense of complex research data Artificial intelligence (AI) is increasingly used to analyze medical images, materials data and scientific measurements, but many systems struggle when real-world data do not match ideal conditions. Measurements collected from different instruments, experiments or simulations often vary widely in resolution, noise…
-
Novel AI method sharpens 3D X-ray vision
Novel AI method sharpens 3D X-ray vision X-ray tomography is a powerful tool that enables scientists and engineers to peer inside of objects in 3D, including computer chips and advanced battery materials, without performing anything invasive. It’s the same basic method behind medical CT scans. Go to techxplore
-
Are we giving AI a pulse through language?
Are we giving AI a pulse through language? Think, know, understand, remember. These are just a few of the mental verbs we use every day to describe what happens in a person’s mind. But when using these same words to talk about artificial intelligence, we can unintentionally make AI sound human. Go to techxplore
-
Digital technique puts rendered fabric in the best light
Digital technique puts rendered fabric in the best light The sheen of satin, the subtle glints of twill, the translucence of sheer silk: Fabric has long been difficult to render digitally because of the myriad ways different yarns can be woven or knitted together. Go to techxplore
-
Study shows potential for sustainable azelaic acid production from vegetable oils
Study shows potential for sustainable azelaic acid production from vegetable oils Azelaic acid is a renewable monomer used in the production of lubricants, polymers, and skincare. While conventionally produced via the energy-intensive ozonolysis of oleic acid, recent advances enable its production from high-oleic vegetable oil via the two-step oxidative cleavage (TSOC) process, improving process safety.…
-
STAT+: At JPM, doctors’ darling OpenEvidence says it’s pursuing ‘medical super-intelligence’
STAT+: At JPM, doctors’ darling OpenEvidence says it’s pursuing ‘medical super-intelligence’ OpenEvidence has rapidly become a household name among physicians, with a chatbot that answers their day-to-day clinical questions. Last year, it raised $200 million — twice — valuing the company at more than $6 billion. Its next reported round, yet to be confirmed, would…
-
STAT+: On Day 1 of JPM, no blockbuster headlines, but biotech newsmakers still move markets
STAT+: On Day 1 of JPM, no blockbuster headlines, but biotech newsmakers still move markets This is the online version of The Readout, STAT’s flagship biotech newsletter. Sign up to get it in your inbox. Hello from sunny San Francisco, where #BiotechVibeWatch2026 has begun. This is Allison DeAngelis, joined here by STAT’s Adam Feuerstein, Matthew Herper, and…
-
STAT+: With a grin — and tight lips — Revolution Medicines’ CEO faces questions about acquisition
STAT+: With a grin — and tight lips — Revolution Medicines’ CEO faces questions about acquisition SAN FRANCISCO — Investors attending the J.P. Morgan Healthcare Conference packed themselves into a hotel meeting room Monday to hear Revolution Medicines CEO Mark Goldsmith explain why Merck — or some other pharma buyer — should pay $30 billion…
-
STAT+: Trump administration indicates it will drop appeal of a court order blocking a 340B pilot program
STAT+: Trump administration indicates it will drop appeal of a court order blocking a 340B pilot program The Trump administration has signaled plans to drop its appeal of a court order that blocked a pilot program from changing payment terms for a controversial federal drug discount program. In a Monday court document, the Department of…
-
STAT+: UnitedHealth has turned Medicare Advantage coding into ‘profit-centered strategy,’ Senate report finds
STAT+: UnitedHealth has turned Medicare Advantage coding into ‘profit-centered strategy,’ Senate report finds UnitedHealth Group’s colossal size has helped the conglomerate turn the way patients are coded in the Medicare Advantage program into “a major profit-centered strategy, which was not the original intent of the program,” according to a new report released Monday from the…
-
Bitcoin Shrugs Off Powell Probe as DOJ Targets Fed Chair
Bitcoin Shrugs Off Powell Probe as DOJ Targets Fed Chair Experts note Bitcoin’s hedge narrative could strengthen if Fed Chair Jerome Powell’s criminal investigation is successful. Akash Girimath Go to decrypt.co
-
Monero Sets New Record Price as Privacy Trade Re-Emerges
Monero Sets New Record Price as Privacy Trade Re-Emerges Monero’s push to a record high follows renewed interest in privacy-focused coins, even as uneven liquidity complicates price signals. Sebastian Sinclair Go to decrypt.co
-
X Plans ‘Smart Cashtags’ to Link Crypto and Stock Tickers to Live Prices
X Plans ‘Smart Cashtags’ to Link Crypto and Stock Tickers to Live Prices X is developing a feature that turns ticker symbols in posts into links for real-time pricing and asset-specific information. Sebastian Sinclair Go to decrypt.co
-
Machine learning assisted state prediction of misspecified linear dynamical system via modal reduction
Machine learning assisted state prediction of misspecified linear dynamical system via modal reduction arXiv:2601.05297v1 Announce Type: new Abstract: Accurate prediction of structural dynamics is imperative for preserving digital twin fidelity throughout operational lifetimes. Parametric models with fixed nominal parameters often omit critical physical effects due to simplifications in geometry, material behavior, damping, or boundary conditions,…
-
A Bayesian Generative Modeling Approach for Arbitrary Conditional Inference
A Bayesian Generative Modeling Approach for Arbitrary Conditional Inference arXiv:2601.05355v1 Announce Type: new Abstract: Modern data analysis increasingly requires flexible conditional inference P(X_B | X_A) where (X_A, X_B) is an arbitrary partition of observed variable X. Existing conditional inference methods lack this flexibility as they are tied to a fixed conditioning structure and cannot perform…
-
A brief note on learning problem with global perspectives
A brief note on learning problem with global perspectives arXiv:2601.05441v1 Announce Type: new Abstract: This brief note considers the problem of learning with dynamic-optimizing principal-agent setting, in which the agents are allowed to have global perspectives about the learning process, i.e., the ability to view things according to their relative importances or in their true…
-
Multi-task Modeling for Engineering Applications with Sparse Data
Multi-task Modeling for Engineering Applications with Sparse Data arXiv:2601.05910v1 Announce Type: new Abstract: Modern engineering and scientific workflows often require simultaneous predictions across related tasks and fidelity levels, where high-fidelity data is scarce and expensive, while low-fidelity data is more abundant. This paper introduces an Multi-Task Gaussian Processes (MTGP) framework tailored for engineering systems characterized…
-
Detecting Stochasticity in Discrete Signals via Nonparametric Excursion Theorem
Detecting Stochasticity in Discrete Signals via Nonparametric Excursion Theorem arXiv:2601.06009v1 Announce Type: new Abstract: We develop a practical framework for distinguishing diffusive stochastic processes from deterministic signals using only a single discrete time series. Our approach is based on classical excursion and crossing theorems for continuous semimartingales, which correlates number $N_varepsilon$ of excursions of magnitude…
-
Weekly Entering & Transitioning – Thread 12 Jan, 2026 – 19 Jan, 2026
Weekly Entering & Transitioning – Thread 12 Jan, 2026 – 19 Jan, 2026 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.…
-
Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example
Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example Walkthrough using open-source prompt optimization algorithms in Python to improve the accuracy of an autonomous vehicle car safety agent running on OpenAI’s GPT 5.2 The post Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example appeared first on Towards Data Science. Vincent Koc Go to…
-
How to Leverage Slash Commands to Code Effectively
How to Leverage Slash Commands to Code Effectively Learn how I utilize slash commands to be a more efficient engineer The post How to Leverage Slash Commands to Code Effectively appeared first on Towards Data Science. Eivind Kjosbakken Go to original source
-
AI pendants back in vogue at tech show after early setback
AI pendants back in vogue at tech show after early setback Pendants and brooches packed with artificial intelligence abounded at the Consumer Electronics Show, using cameras and microphones to watch and listen through the day like a vigilant personal assistant. Go to techxplore
-
AI toys look for bright side after troubled start
AI toys look for bright side after troubled start Toy makers at the Consumer Electronics Show were adamant about being careful to ensure that their fun creations infused with generative artificial intelligence don’t turn naughty. Go to techxplore
-
Google teams up with Walmart and other retailers to enable shopping within Gemini AI chatbot
Google teams up with Walmart and other retailers to enable shopping within Gemini AI chatbot Google said Sunday that it is expanding the shopping features in its AI chatbot by teaming up with Walmart, Shopify, Wayfair and other big retailers to turn the Gemini app into a virtual merchant as well as an assistant. Go…
-
Greenland’s harsh environment and lack of infrastructure have prevented rare earth mining
Greenland’s harsh environment and lack of infrastructure have prevented rare earth mining Greenland’s harsh environment, lack of key infrastructure and difficult geology have so far prevented anyone from building a mine to extract the sought-after rare earth elements that many high-tech products require. Even if President Donald Trump prevails in his effort to take control…
-
Ultra-small, high-performance electronics grown directly on 2D semiconductors
Ultra-small, high-performance electronics grown directly on 2D semiconductors In recent years, electronics engineers have been trying to identify semiconducting materials that could substitute for silicon and enable the further advancement of electronic devices. Two-dimensional (2D) semiconductors, such as molybdenum disulfide (MoS₂), have proved to be among the most promising solutions, as their thinness and resistance…
-
2026 will be the year identity defines cyber defence
2026 will be the year identity defines cyber defence AI wasn’t new in 2025; it shifted from a novel tool to an integral part of day-to-day work. What began as trials quickly became normal working life, with AI built into the tools people use to write, analyse, create and solve problems, and even handle small…
-
STAT+: Alnylam charts ambitious five-year plan as sales of key drug miss expectations
STAT+: Alnylam charts ambitious five-year plan as sales of key drug miss expectations SAN FRANCISCO — On Sunday, Alnylam, the gene-silencing company that notched one gigantic accomplishment after another over the past five years, set out a plan for the next five years built on yet more innovation and growth. At the same time, it announced…
-
STAT+: FDA puts off Stoke’s request for faster filing of severe epilepsy drug
STAT+: FDA puts off Stoke’s request for faster filing of severe epilepsy drug SAN FRANCISCO — Stoke Therapeutics and the Food and Drug Administration were unable to reach agreement on an expedited submission for the company’s severe epilepsy treatment, the company said Sunday. Following a meeting in December, the FDA did not shut the door…
-
STAT+: Why the JP Morgan conference is important — but not make-or-break
STAT+: Why the JP Morgan conference is important — but not make-or-break This is the online version of Adam’s Biotech Scorecard, a subscriber-only newsletter. STAT+ subscribers can sign up here to get it delivered to their inbox. My advice for JPM week: chill SAN FRANCISCO — The super-sized gathering of the biopharma universe is important, but it’s…
-
Federated Learning, Part 1: The Basics of Training Models Where the Data Lives
Federated Learning, Part 1: The Basics of Training Models Where the Data Lives Understanding the foundations of federated learning The post Federated Learning, Part 1: The Basics of Training Models Where the Data Lives appeared first on Towards Data Science. Parul Pandey Go to original source
-
Beyond the Flat Table: Building an Enterprise-Grade Financial Model in Power BI
Beyond the Flat Table: Building an Enterprise-Grade Financial Model in Power BI A step-by-step journey through data transformation, star schema modeling, and DAX variance analysis with lessons learned along the way. The post Beyond the Flat Table: Building an Enterprise-Grade Financial Model in Power BI appeared first on Towards Data Science. Ibrahim Salami Go to original source
-
Ionogel innovation could power safe, enduring energy storage
Ionogel innovation could power safe, enduring energy storage Researchers at the Department of Energy’s Oak Ridge National Laboratory have developed an innovative energy storage system design that introduces a safer, more efficient method for electrical charge transfer. Go to techxplore
-
Danish chemist’s invention could make counterfeiting a thing of the past
Danish chemist’s invention could make counterfeiting a thing of the past Every year, companies lose revenue when goods are copied or illegally resold. Now, a new digital and legally binding fingerprint developed at the University of Copenhagen makes products impossible to counterfeit. Royal Copenhagen is among the first brands in the world to use the…
-
Did that lamp just fold the laundry? Alumni rethink home robotics
Did that lamp just fold the laundry? Alumni rethink home robotics When Aaron Tan began his Ph.D. in mechanical and industrial engineering at the University of Toronto in 2019, leading a robotics startup in Silicon Valley was the furthest thing from his mind. Go to techxplore
-
Brew, smell, and serve: AI steals the show at CES 2026
Brew, smell, and serve: AI steals the show at CES 2026 AI took over CES 2026, powering coffee machines to brew the perfect espresso, a device to create your perfect scent, and ball-hitting tennis robots that make you forget it’s human against machine. Go to techxplore
-
Meta lines up massive supply of nuclear power to energize AI data centers
Meta lines up massive supply of nuclear power to energize AI data centers Meta has cut a trio of deals to power its artificial intelligence data centers, securing enough energy to light up the equivalent of about 5 million homes. Go to techxplore
-
Opinion: The NIH has lost its scientific integrity. So we left
Opinion: The NIH has lost its scientific integrity. So we left We are National Institutes of Health scientists and administrators with more than 50 years of collective civil service. Or, more accurately, we were NIH scientists and administrators. Read the rest… Sylvia Chou, Paul Grothaus, Alexa Romberg, and Vani Pariyadath Go to statnews
-
Should Politicians Be Able to Use Prediction Markets? House Bill Proposes Ban
Should Politicians Be Able to Use Prediction Markets? House Bill Proposes Ban Rep. Ritchie Torres introduced legislation to ban government officials from prediction markets, citing insider information concerns. Stacy Elliott Go to decrypt.co
-
Insiders Say DeepSeek V4 Will Beat Claude and ChatGPT at Coding, Launch Within Weeks
Insiders Say DeepSeek V4 Will Beat Claude and ChatGPT at Coding, Launch Within Weeks DeepSeek’s upcoming V4 model could outperform Claude and ChatGPT in coding tasks, according to insiders—with its purported release nearing. Jose Antonio Lanz Go to decrypt.co
-
‘Baldur’s Gate 3’ Game Studio Says ‘Divinity’ Won’t Include AI-Generated Art
‘Baldur’s Gate 3’ Game Studio Says ‘Divinity’ Won’t Include AI-Generated Art Larian Studios head Swen Vincke said the upcoming RPG Divinity will not use generative AI art, though the studio still sees benefits to the tech. Jason Nelson Go to decrypt.co
-
Bitcoin Price Could Surge to $53 Million by 2050, Says VanEck—Here’s Why
Bitcoin Price Could Surge to $53 Million by 2050, Says VanEck—Here’s Why Could Bitcoin be worth more than $50 million per coin in 24 years? VanEck just put out its most bullish price prediction yet. Logan Hitchcock Go to decrypt.co
-
Crypto VC Giant Andreessen Horowitz Raises $15 Billion to Help America ‘Win’ Tech Race
Crypto VC Giant Andreessen Horowitz Raises $15 Billion to Help America ‘Win’ Tech Race Major crypto investor Andreessen Horowitz raised $15 billion across multiple funds to propel technology bets and help boost America’s prospects. Logan Hitchcock Go to decrypt.co
-
How LLMs Handle Infinite Context With Finite Memory
How LLMs Handle Infinite Context With Finite Memory Achieving infinite context with 114× less memory The post How LLMs Handle Infinite Context With Finite Memory appeared first on Towards Data Science. Moulik Gupta Go to original source
-
Data Science Spotlight: Selected Problems from Advent of Code 2025
Data Science Spotlight: Selected Problems from Advent of Code 2025 Hands-on walkthroughs of problems and solution approaches that power real‑world data science use cases The post Data Science Spotlight: Selected Problems from Advent of Code 2025 appeared first on Towards Data Science. Chinmay Kakatkar Go to original source
-
Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer
Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer Forget stiff lines and wild polynomials. Discover why Splines are the “Goldilocks” of feature engineering, offering the perfect balance of flexibility and discipline for non-linear data using Scikit-Learn’s SplineTransformer. The post Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer appeared first on Towards Data Science. Gustavo Santos…
-
Teaching a Neural Network the Mandelbrot Set
Teaching a Neural Network the Mandelbrot Set And why Fourier features change everything The post Teaching a Neural Network the Mandelbrot Set appeared first on Towards Data Science. Carlos Redondo Go to original source
-
Top trends in big data for enterprises in 2026
Top trends in big data for enterprises in 2026 As AI systems mature, organizations must evaluate models, infrastructure and governance frameworks that balance cost, compliance and performance this year and beyond. Go to techtarget
-
Postman to Acquire Fern to Supercharge the Developer Experience
Postman to Acquire Fern to Supercharge the Developer Experience Postman, a leading API collaboration platform, is acquiring?Fern, a developer experience company focused on helping businesses ship polished API documentation and production-ready Software Development Kits (SDKs). Go to dbta
-
Keeper Security Embeds Zero-Trust Secrets Management into Developer Workflows with JetBrains Extension
Keeper Security Embeds Zero-Trust Secrets Management into Developer Workflows with JetBrains Extension Keeper Security, a leading provider of zero-trust and zero-knowledge cybersecurity software, is releasing its JetBrains extension, giving JetBrains Integrated Development Environment (IDE) users a secure and seamless way to manage secrets within their development workflows. Go to dbta
-
Quali Amplifies Torque with Agentic Control-Plane Capabilities
Quali Amplifies Torque with Agentic Control-Plane Capabilities Quali, the platform engineering and intelligent infrastructure automation company, is expanding Torque, introducing Agentic Control-Plane capabilities designed to govern the emerging class of autonomous, GPU-intensive AI workloads. Go to dbta
-
Neutron diffraction unveils the ‘relay’ of hardening mechanisms in next-gen superalloys
Neutron diffraction unveils the ‘relay’ of hardening mechanisms in next-gen superalloys As the aerospace sector pursues propulsion systems that are cleaner, quieter, and more efficient, materials used in turbine components face increasingly demanding thermal and mechanical environments. Ni-Co-based superalloys are widely regarded as prime candidates for next-generation turbine disks due to their exceptional ability to…
-
Discrete spatial diffusion models data while obeying scientific principles
Discrete spatial diffusion models data while obeying scientific principles Researchers at Los Alamos National Laboratory have developed a new approach that addresses the limitations of generative AI models. Unlike generative diffusion models, the team’s Discrete Spatial Diffusion approach honors scientific and physics principles. The team validated their model on two challenging scientific applications—subsurface rock microstructures…
-
OLED lighting: Corrugated panel design extends longevity and efficiency
OLED lighting: Corrugated panel design extends longevity and efficiency The organic light emitting diodes—known widely as OLEDs—that create vibrant smartphone displays could illuminate rooms, but current designs burn out too quickly at the high brightness needed for room lighting. A new approach overcomes this tradeoff by building OLEDs on a corrugated surface, packing more emitting…
-
Heat pumps will soon be able to store and distribute heat as needed
Heat pumps will soon be able to store and distribute heat as needed Researchers have developed a heat storage unit that takes up less space than a regular hot water tank. It charges when electricity is cheap and releases heat when needed. Go to techxplore
-
Perovskite solar cells maintain 95% of power conversion efficiency after 1,100 hours at 85°C with new molecular coating
Perovskite solar cells maintain 95% of power conversion efficiency after 1,100 hours at 85°C with new molecular coating Scientists have found a way to make perovskite solar cells not only highly efficient but also remarkably stable, addressing one of the main challenges holding the technology back from widespread use. Go to techxplore
-
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…
-
STAT+: Former NIH genomics director Eric Green to join Illumina as CMO
STAT+: Former NIH genomics director Eric Green to join Illumina as CMO Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. The Readout heads to the J.P. Morgan Healthcare Conference next week, which means it will hit your inboxes in the afternoon instead…
-
STAT+: Pharmalittle: We’re reading about a potential Merck purchase, a J&J pricing deal with Trump, and more
STAT+: Pharmalittle: We’re reading about a potential Merck purchase, a J&J pricing deal with Trump, 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…
-
STAT+: Confused by the new food pyramid? So are nutrition experts
STAT+: Confused by the new food pyramid? So are nutrition experts Get your daily dose of health and medicine every weekday with STAT’s free newsletter Morning Rounds. Sign up here. Greetings from sunny San Diego, where winter is an abstract concept. This is Jonathan Wosen, West Coast biotech & life sciences reporter, filling in for Rose.…
-
STAT+: Key scientist from Baby KJ team launches startup to scale personalized CRISPR medicines
STAT+: Key scientist from Baby KJ team launches startup to scale personalized CRISPR medicines In between bites of thin, crispy slices of pizza at Berkeley’s Pizzeria da Laura, gene editing researcher Fyodor Urnov and venture capitalist Johnny Hu began hatching a plan for a different kind of CRISPR company. It was spring 2024 and Urnov,…
-
Australian Regulator Flags Grok in Rising AI Image Abuse Complaints
Australian Regulator Flags Grok in Rising AI Image Abuse Complaints Reports of non-consensual AI-generated sexual images doubled since late 2025, with some involving children, the Commissioner said. Vismaya V Go to decrypt.co
-
Masked Gunmen Tie Up Woman in France, Steal Crypto USB
Masked Gunmen Tie Up Woman in France, Steal Crypto USB France is becoming a European hotspot for crypto wrench attacks, with over 14 crypto-related attacks documented last year. Vismaya V Go to decrypt.co
-
US Bitcoin ETFs Clock Three-Day Outflow Streak as Risk Appetite Cools
US Bitcoin ETFs Clock Three-Day Outflow Streak as Risk Appetite Cools Tactical de-risking and declining investor sentiment are the reasons behind the recent spot U.S. ETF outflows, Decrypt was told. Akash Girimath Go to decrypt.co
-
Iran’s Internet Traffic Drops to ‘Near Zero’ as Protests Intensify
Iran’s Internet Traffic Drops to ‘Near Zero’ as Protests Intensify Cloudflare data shows a near-total blackout as demonstrations calling for regime change spread and authorities tighten control. Jason Nelson Go to decrypt.co
-
Trump Rules Out Pardon for FTX Founder Sam Bankman-Fried: NYT
Trump Rules Out Pardon for FTX Founder Sam Bankman-Fried: NYT Trump was responding to a reporter who also asked about pardon requests for other high-profile figures, including Sean “Diddy” Combs. Vince Dioquino Go to decrypt.co
-
ROOFS: RObust biOmarker Feature Selection
ROOFS: RObust biOmarker Feature Selection arXiv:2601.05151v1 Announce Type: new Abstract: Feature selection (FS) is essential for biomarker discovery and in the analysis of biomedical datasets. However, challenges such as high-dimensional feature space, low sample size, multicollinearity, and missing values make FS non-trivial. Moreover, FS performances vary across datasets and predictive tasks. We propose roofs, a…
-
CAOS: Conformal Aggregation of One-Shot Predictors
CAOS: Conformal Aggregation of One-Shot Predictors arXiv:2601.05219v1 Announce Type: new Abstract: One-shot prediction enables rapid adaptation of pretrained foundation models to new tasks using only one labeled example, but lacks principled uncertainty quantification. While conformal prediction provides finite-sample coverage guarantees, standard split conformal methods are inefficient in the one-shot setting due to data splitting and…
-
Stochastic Deep Learning: A Probabilistic Framework for Modeling Uncertainty in Structured Temporal Data
Stochastic Deep Learning: A Probabilistic Framework for Modeling Uncertainty in Structured Temporal Data arXiv:2601.05227v1 Announce Type: new Abstract: I propose a novel framework that integrates stochastic differential equations (SDEs) with deep generative models to improve uncertainty quantification in machine learning applications involving structured and temporal data. This approach, termed Stochastic Latent Differential Inference (SLDI), embeds…
-
Aligned explanations in neural networks
Aligned explanations in neural networks arXiv:2601.04378v1 Announce Type: cross Abstract: Feature attribution is the dominant paradigm for explaining deep neural networks. However, most existing methods only loosely reflect the model’s prediction-making process, thereby merely white-painting the black box. We argue that explanatory alignment is a key aspect of trustworthiness in prediction tasks: explanations must be…
-
Learning Multinomial Logits in $O(n log n)$ time
Learning Multinomial Logits in $O(n log n)$ time arXiv:2601.04423v1 Announce Type: cross Abstract: A Multinomial Logit (MNL) model is composed of a finite universe of items $[n]={1,…, n}$, each assigned a positive weight. A query specifies an admissible subset — called a slate — and the model chooses one item from that slate with probability…
-
Beyond Prompting: The Power of Context Engineering
Beyond Prompting: The Power of Context Engineering Using ACE to create self-improving LLM workflows and structured playbooks The post Beyond Prompting: The Power of Context Engineering appeared first on Towards Data Science. Mariya Mansurova Go to original source
-
Retrieval for Time-Series: How Looking Back Improves Forecasts
Retrieval for Time-Series: How Looking Back Improves Forecasts Why Retrieval Helps in Time Series Forecasting We all know how it goes: Time-series data is tricky. Traditional forecasting models are unprepared for incidents like sudden market crashes, black swan events, or rare weather patterns. Even large fancy models like Chronos sometimes struggle because they haven’t dealt…
-
How to Improve the Performance of Visual Anomaly Detection Models
How to Improve the Performance of Visual Anomaly Detection Models Apply the best methods from academia to get the most out of practical applications The post How to Improve the Performance of Visual Anomaly Detection Models appeared first on Towards Data Science. Aimira Baitieva Go to original source
-
Faster Is Not Always Better: Choosing the Right PostgreSQL Insert Strategy in Python (+Benchmarks)
Faster Is Not Always Better: Choosing the Right PostgreSQL Insert Strategy in Python (+Benchmarks) PostgreSQL is fast. Whether your Python code can or should keep up depends on context. This article compares and benchmarks various insert strategies, focusing not on micro-benchmarks but on trade-offs between safety, abstraction, and throughput — and choosing the right tool…
-
Snowflake storms into IT monitoring with Observe acquisition
Snowflake storms into IT monitoring with Observe acquisition Historically focused on data management and AI development, the vendor is adding infrastructure observability capabilities in a move that could differentiate it from competitors. Go to techtarget
-
New Databricks tool aims to up agentic AI response accuracy
New Databricks tool aims to up agentic AI response accuracy With enterprises struggling to successfully develop agents using traditional RAG pipelines, the vendor’s new Instructed Retriever offers an alternative. Go to techtarget
-
Percona Unveils OpenEverest, an Independent Open Source Project for Modern Data Management
Percona Unveils OpenEverest, an Independent Open Source Project for Modern Data Management Percona, a leader in enterprise-grade open source database software, support, and services, is transitioning Percona Everest into an independent open source project called OpenEverest?an open source platform for automated database provisioning and management. Go to dbta
-
Snowflake to Acquire Observe to Deliver Next Generation AI-Powered Observability?
Snowflake to Acquire Observe to Deliver Next Generation AI-Powered Observability? Snowflake, the AI Data Cloud company, is acquiring Observe, a leader in AI-powered observability?enabling Snowflake to deliver the next generation of AI-powered observability, built on open standards and designed for the scale, complexity, and economics required by modern AI-driven enterprises. Go to dbta
-
How AI is Changing the Conversation Around Data Architecture for 2026
How AI is Changing the Conversation Around Data Architecture for 2026 Right now, AI technologies are not just enhancing existing technology portfolios?they are reshaping how organizations think about modern data architecture, elevating modernization from a competitive advantage to an essential business requirement.? Go to dbta
-
RESEARCH@DBTA: Survey: Tracking the Diversification and Decentralization Revolution in Databases
RESEARCH@DBTA: Survey: Tracking the Diversification and Decentralization Revolution in Databases Data managers are on the hook to deliver AI and intelligent agents to the enterprise when needed. To achieve these capabilities, they are working within diverse and decentralized data environments while addressing challenges by building AI-powered systems and applications. Go to dbta
-
Information Management Trends in the Year Ahead
Information Management Trends in the Year Ahead In the year ahead, there will be signs of significant transformation at data sites. AI is the driver of change, of course, but it goes deeper, promising to reshape operations, security, customer interaction data, and a host of other functions. To explore the possibilities, we canvassed leaders across…
-
‘Worst in Show’ CES products include AI refrigerators, AI companions and AI doorbells
‘Worst in Show’ CES products include AI refrigerators, AI companions and AI doorbells The promise of artificial intelligence was front and center at this year’s CES gadget show. But spicing up a simple machine like a refrigerator with unnecessary AI was also a surefire way to win the “Worst in Show.” Go to techxplore
-
From sci-fi to sidewalk: Exoskeletons go mainstream
From sci-fi to sidewalk: Exoskeletons go mainstream Exoskeletons are shedding their bulky, sci-fi image to become lightweight, AI-powered consumer devices that manufacturers hope will become as commonplace as smartwatches, targeting everyone from hikers to seniors seeking to stay active. Go to techxplore
-
An AI approach for single-image-based 3D character animation with preserved proportions
An AI approach for single-image-based 3D character animation with preserved proportions In Proceedings of the SIGGRAPH Asia 2025 Conference Papers, a research team affiliated with UNIST reports a new AI technology that can animate 3D characters to mimic the exact movements shown in a single 2D image, all while preserving natural proportions and avoiding distortions.…
-
New process densifies electrolytes, stabilizing lithium anodes for long-lasting all-solid-state batteries
New process densifies electrolytes, stabilizing lithium anodes for long-lasting all-solid-state batteries Researchers at the Paul Scherrer Institute PSI have achieved a breakthrough on the path to practical application of lithium metal all-solid-state batteries—the next generation of batteries that can store more energy, are safer to operate, and charge faster than conventional lithium-ion batteries. Go to…
-
Decoding black box AI with human-readable data descriptions and influence
Decoding black box AI with human-readable data descriptions and influence Artificial intelligence (AI), particularly deep learning models, are often considered black boxes because their decision-making processes remain difficult to interpret. These models can accurately identify objects—such as recognizing a bird in a photo—but understanding exactly how they arrive at these conclusions is a significant challenge.…
-
STAT+: House passes ACA subsidy extension as bipartisan negotiations heat up in Senate
STAT+: House passes ACA subsidy extension as bipartisan negotiations heat up in Senate WASHINGTON — The House voted 230 to 196 to pass a three-year extension of enhanced Affordable Care Act premium subsidies, with 17 Republicans joining all Democrats in favor. Five Republicans did not vote. That the House considered the matter at all shows…
-
JPM to bring more deals and happy CEOs
JPM to bring more deals and happy CEOs What news happened over the holidays? Why will pharma CEOs be greeted warmly in San Francisco next week? And who will buy Revolution Medicines? We discuss all that and more on this week’s episode of “The Readout LOUD,” STAT’s weekly biotech podcast. We bring on former co-host…
-
How saturated fats lost, and won, on new food pyramid
How saturated fats lost, and won, on new food pyramid For months, nutrition experts have been anxiously waiting to see whether the new U.S. dietary guidelines would follow through on health secretary Robert F. Kennedy Jr.’s pledge to end the war on saturated fat. The guidelines’ longstanding recommendation to cap saturated fat consumption at 10%…
-
Decrease in drug deaths stems from ‘shock’ to fentanyl supply, new research suggests
Decrease in drug deaths stems from ‘shock’ to fentanyl supply, new research suggests The significant, recent decline in U.S. drug overdose deaths was driven in large part by a sudden shift in North America’s illicit drug supply in 2023, according to a new academic analysis. The drop in deaths likely stems from a decrease in…
-
STAT+: Eli Lilly’s Zepbound, on top of immunology drug, helped reduce psoriatic arthritis symptoms
STAT+: Eli Lilly’s Zepbound, on top of immunology drug, helped reduce psoriatic arthritis symptoms Eli Lilly said Thursday that adding its weight loss drug Zepbound on top of its immunology therapy Taltz helped obese patients with an autoimmune condition that causes joint pain more than Taltz did alone. The data suggest the GLP-1 drug Zepbound,…