不知道 不明了 不想要
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Why MAHA’s push on Coca-Cola and ice cream is ‘nutritionally hilarious’
Why MAHA’s push on Coca-Cola and ice cream is ‘nutritionally hilarious’ Pop quiz: What’s Coca-Cola with cane sugar and ice cream made with natural dyes? Answer: Coca-Cola and ice cream. Getting Coca-Cola to use cane sugar rather than corn syrup and ice cream manufacturers to stop their use of synthetic dyes are the latest achievements…
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STAT+: Undruggable ‘disordered’ proteins become druggable with new AI techniques from David Baker
STAT+: Undruggable ‘disordered’ proteins become druggable with new AI techniques from David Baker For decades, structural biologists shoved what looked like shoddy data in the back of their closets, embarrassed. While attempting to gather the structures of proteins, they would sometimes find that all or at least a portion of the protein would just not…
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Can Ethereum Breach New All-Time Highs This Year?
Can Ethereum Breach New All-Time Highs This Year? Ethereum fundamentals and positioning are drawing renewed interest from institutions, lifting price and sentiment as analysts eye a new high. Akash Girimath Go to decrypt.co
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Coinbase Unveils Its ‘Everything App,’ Merging Wallet, Social, and AI Tools
Coinbase Unveils Its ‘Everything App,’ Merging Wallet, Social, and AI Tools Coinbase’s Base app, described as “game-changing,” combines cryptocurrency, AI, and social media into a single, all-in-one platform. Jason Nelson Go to decrypt.co
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House Clears Key Crypto Bills for Final Vote After Record 9-Hour Standoff
House Clears Key Crypto Bills for Final Vote After Record 9-Hour Standoff A nearly 10-hour procedural vote, the longest in House history, saw GOP lawmakers flip-flop on major crypto bills amid late-night talks. Vismaya V Go to decrypt.co
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Bank of America CEO Says Still Too Early For Stablecoin Plans as US Stalls on Key Crypto Rules
Bank of America CEO Says Still Too Early For Stablecoin Plans as US Stalls on Key Crypto Rules Bank of America is holding back on stablecoins, with CEO Brian Moynihan citing regulatory uncertainty and limited customer demand. Callan Quinn Go to decrypt.co
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Whatever Happened to the Bitcoin and Ethereum Sweater Guys?
Whatever Happened to the Bitcoin and Ethereum Sweater Guys? The 2017 photo of two friends in crypto-themed sweaters became iconic. Eight years later, both men are still in the industry. Vince Dioquino Go to decrypt.co
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LLMs are Bayesian, in Expectation, not in Realization
LLMs are Bayesian, in Expectation, not in Realization arXiv:2507.11768v1 Announce Type: new Abstract: Large language models demonstrate remarkable in-context learning capabilities, adapting to new tasks without parameter updates. While this phenomenon has been successfully modeled as implicit Bayesian inference, recent empirical findings reveal a fundamental contradiction: transformers systematically violate the martingale property, a cornerstone requirement…
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Choosing the Better Bandit Algorithm under Data Sharing: When Do A/B Experiments Work?
Choosing the Better Bandit Algorithm under Data Sharing: When Do A/B Experiments Work? arXiv:2507.11891v1 Announce Type: new Abstract: We study A/B experiments that are designed to compare the performance of two recommendation algorithms. Prior work has shown that the standard difference-in-means estimator is biased in estimating the global treatment effect (GTE) due to a particular…
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Newfluence: Boosting Model interpretability and Understanding in High Dimensions
Newfluence: Boosting Model interpretability and Understanding in High Dimensions arXiv:2507.11895v1 Announce Type: new Abstract: The increasing complexity of machine learning (ML) and artificial intelligence (AI) models has created a pressing need for tools that help scientists, engineers, and policymakers interpret and refine model decisions and predictions. Influence functions, originating from robust statistics, have emerged as…
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Incorporating Fairness Constraints into Archetypal Analysis
Incorporating Fairness Constraints into Archetypal Analysis arXiv:2507.12021v1 Announce Type: new Abstract: Archetypal Analysis (AA) is an unsupervised learning method that represents data as convex combinations of extreme patterns called archetypes. While AA provides interpretable and low-dimensional representations, it can inadvertently encode sensitive attributes, leading to fairness concerns. In this work, we propose Fair Archetypal Analysis…
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Distribution-Free Uncertainty-Aware Virtual Sensing via Conformalized Neural Operators
Distribution-Free Uncertainty-Aware Virtual Sensing via Conformalized Neural Operators arXiv:2507.11574v1 Announce Type: cross Abstract: Robust uncertainty quantification (UQ) remains a critical barrier to the safe deployment of deep learning in real-time virtual sensing, particularly in high-stakes domains where sparse, noisy, or non-collocated sensor data are the norm. We introduce the Conformalized Monte Carlo Operator (CMCO), a…
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Midyear 2025 AI Reflection
Midyear 2025 AI Reflection Impressions on agentic AI progress and the AI-2027 Jobocalypse scenario The post Midyear 2025 AI Reflection appeared first on Towards Data Science. Marina Tosic Go to original source
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Exploring Prompt Learning: Using English Feedback to Optimize LLM Systems
Exploring Prompt Learning: Using English Feedback to Optimize LLM Systems Prompt learning presents a compelling approach for continuous improvement of AI applications The post Exploring Prompt Learning: Using English Feedback to Optimize LLM Systems appeared first on Towards Data Science. Aparna Dhinakaran Go to original source
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3 Steps to Context Engineering a Crystal-Clear Project
3 Steps to Context Engineering a Crystal-Clear Project Learn three easy steps for gaining an intelligent picture for any project by using the skill of context engineering. The post 3 Steps to Context Engineering a Crystal-Clear Project appeared first on Towards Data Science. Kory Becker Go to original source
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7 predictive analytics skills to improve simulation modeling
7 predictive analytics skills to improve simulation modeling Predictive analytics skills such as statistical analysis, data preprocessing and model evaluation can help data professionals build more accurate, dynamic simulation models. Go to techtarget
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Storyblok Releases Blueprints for Developers to Kickstart Projects
Storyblok Releases Blueprints for Developers to Kickstart Projects Storyblok, the modern headless content management system (CMS) that helps teams ship faster, is introducing Blueprints?a new way for developers to kickstart website projects with structure, speed, and total control. Go to dbta
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Coralogix Unveils MCP Server for Fueling AI Agents with Observability Data
Coralogix Unveils MCP Server for Fueling AI Agents with Observability Data Coralogix, a leading full-stack observability platform provider, is debuting the Coralogix Model Context Protocol (MCP) Server, enabling third-party AI agents to directly connect to Coralogix’s observability data. Go to dbta
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Airbyte Prepares Data for AI with New Compliance, Quality, and Efficiency Features
Airbyte Prepares Data for AI with New Compliance, Quality, and Efficiency Features Airbyte, the open data movement platform, is announcing a series of platform updates that drive greater data sovereignty as well as increased flexibility. At its core, this announcement aims to prepare data for AI, delivering a variety of capabilities that streamline compliance and…
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Teleport Introduces Identity Security Capabilities to Deliver Real-Time Visibility into Identity Movement
Teleport Introduces Identity Security Capabilities to Deliver Real-Time Visibility into Identity Movement Teleport, the Infrastructure Identity company, is making a major update to its platform to give security teams unprecedented insight into how identities behave as they move across identity provider, code, cloud, and infrastructure environments. Go to dbta
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Oracle Cloud Cuts Costs for Partnership with Government Agencies
Oracle Cloud Cuts Costs for Partnership with Government Agencies Oracle and the U.S. General Services Administration (GSA) announced a first-of-a-kind partnership to help agencies across the federal government modernize technology and deliver savings for American taxpayers. Oracle’s AI enabling cloud infrastructure includes Oracle Database 23ai, application suites with AI fully integrated, and partnerships with large…
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Elephant robot demonstrates bioinspired 3D printing technology
Elephant robot demonstrates bioinspired 3D printing technology A cheetah’s powerful sprint, a snake’s lithe slither, or a human’s deft grasp: Each is made possible by the seamless interplay between soft and rigid tissues. Muscles, tendons, ligaments, and bones work together to provide the energy, precision, and range of motion needed to perform the complex movements…
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Robots now grow and repair themselves by consuming parts from other machines
Robots now grow and repair themselves by consuming parts from other machines Today’s robots are stuck—their bodies are usually closed systems that can neither grow nor self-repair, nor adapt to their environment. Now, scientists at Columbia University have developed robots that can physically “grow,” “heal,” and improve themselves by integrating material from their environment or…
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Study shows how electricity pricing is linked to greenhouse gas emissions
Study shows how electricity pricing is linked to greenhouse gas emissions A new study from the University of Massachusetts Amherst establishes a link between what U.S. households pay for electricity and greenhouse gas (GHG) emissions from power generation. Go to techxplore
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Battery sharing could cut energy costs for communities
Battery sharing could cut energy costs for communities What if neighborhoods could lower their electricity bills without investing in expensive battery systems? An international study led by researchers at CWI (the national research institute for mathematics and computer science in the Netherlands) suggests exactly that: by leasing capacity from large, commercially operated batteries, communities can…
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California farmers identify a hot new cash crop: Solar power
California farmers identify a hot new cash crop: Solar power Imagine that you own a small, 20-acre farm in California’s Central Valley. You and your family have cultivated this land for decades, but drought, increasing costs and decreasing water availability are making each year more difficult. Go to techxplore
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Trustwave launches anti-phishing service for Microsoft 365
Trustwave launches anti-phishing service for Microsoft 365 Trustwave has launched a new managed service designed to help organisations using Microsoft Office 365 and Defender for Office defend against phishing attacks. The Managed Phishing for Microsoft service aims to address evolving trends being observed within phishing attacks such as the use of AI-powered techniques to bypass traditional…
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Secure by Design: vital in an evolving threat landscape
Secure by Design: vital in an evolving threat landscape In the evolving world of software development, a familiar term is gaining renewed urgency: Secure by Design. Often regarded as an optional best practice or merely a compliance checkbox, this approach is increasingly being viewed as a strategic imperative, and one that could determine whether a…
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Births of eight healthy children show promise of mitochondrial replacement therapy
Births of eight healthy children show promise of mitochondrial replacement therapy LONDON — Ten years ago, U.K. policymakers gave the green light to a pioneering reproductive technology meant to spare children from being born with types of rare but sometimes fatal diseases caused by genetic mutations in the powerplants of cells. The method involved combining…
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STAT+: Kennedy dismisses two top HHS aides
STAT+: Kennedy dismisses two top HHS aides WASHINGTON — Two top aides to Health and Human Services Department Secretary Robert F. Kennedy Jr. were dismissed from their roles this week after just months on the job. Both Heather Flick Melanson, chief of staff, and Hannah Anderson, deputy chief of staff for policy, were let go,…
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STAT+: Scientists show that mRNA therapy can be delivered as a capsule
STAT+: Scientists show that mRNA therapy can be delivered as a capsule An oral capsule can efficiently deliver liquid mRNA therapy directly to the gut, a possible new delivery mechanism for mRNA vaccines, a new study finds. In the study published in Science Translational Medicine on Wednesday, researchers said they successfully used RNACap, a capsule…
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STAT+: Sarepta Therapeutics lays off one-third of workforce in drastic cost-cutting move
STAT+: Sarepta Therapeutics lays off one-third of workforce in drastic cost-cutting move Sarepta Therapeutics laid off more than one-third of its workforce, or approximately 500 employees, the company announced Wednesday — a drastic cost-cutting move following the deaths of two teenagers that forced the company to restrict usage of its gene therapy for Duchenne muscular…
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PEPFAR keeps millions of people with HIV alive and may be spared from Trump spending cuts
PEPFAR keeps millions of people with HIV alive and may be spared from Trump spending cuts The program known as PEPFAR is one of the most effective and popular U.S. foreign aid projects in history, and the government says it has saved the lives of over 25 million people around the world with HIV. But…
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Trump Pushes House GOP to Revive Vote on Crypto Bills
Trump Pushes House GOP to Revive Vote on Crypto Bills Trump should focus on building a national Bitcoin reserve instead of pushing stablecoin regulation, Decrypt was told. Vismaya V Go to decrypt.co
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Bitcoin Stalls as Traders Book Profits Amid Jerome Powell Succession Talks
Bitcoin Stalls as Traders Book Profits Amid Jerome Powell Succession Talks Bitcoin’s 5% correction from all-time highs comes as sticky inflation and talk of Fed Chair Jerome Powell’s replacement lingers. Decrypt Staff Go to decrypt.co
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Block Earner Launches Australia’s ‘First’ Bitcoin-Backed Home Loan
Block Earner Launches Australia’s ‘First’ Bitcoin-Backed Home Loan The product allows crypto holders to finance property deposits using Bitcoin as collateral, all without having to sell their stash. Vince Dioquino Go to decrypt.co
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Peter Thiel Bets Big on Ethereum, Buys Stake in Treasury Firm Chaired by Fundstrat’s Tom Lee
Peter Thiel Bets Big on Ethereum, Buys Stake in Treasury Firm Chaired by Fundstrat’s Tom Lee The development comes as interest in Ethereum reserves rises, with BitMine surpassing $500 million in holdings. Callan Quinn Go to decrypt.co
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Meet the Microwave Weapon That Zaps Swarms of Drones From the Sky
Meet the Microwave Weapon That Zaps Swarms of Drones From the Sky Leonidas, a high-powered microwave system, disables drones mid-air without using bullets or lasers, and the Pentagon is paying attention. Jason Nelson Go to decrypt.co
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TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque Models
TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque Models arXiv:2507.10643v1 Announce Type: new Abstract: Existing post-hoc model-agnostic methods generate external explanations for opaque models, primarily by locally attributing the model output to its input features. However, they often lack an explicit and systematic framework for quantifying the contribution of individual features. Building…
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Robust Multi-Manifold Clustering via Simplex Paths
Robust Multi-Manifold Clustering via Simplex Paths arXiv:2507.10710v1 Announce Type: new Abstract: This article introduces a novel, geometric approach for multi-manifold clustering (MMC), i.e. for clustering a collection of potentially intersecting, d-dimensional manifolds into the individual manifold components. We first compute a locality graph on d-simplices, using the dihedral angle in between adjacent simplices as the…
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GOLFS: Feature Selection via Combining Both Global and Local Information for High Dimensional Clustering
GOLFS: Feature Selection via Combining Both Global and Local Information for High Dimensional Clustering arXiv:2507.10956v1 Announce Type: new Abstract: It is important to identify the discriminative features for high dimensional clustering. However, due to the lack of cluster labels, the regularization methods developed for supervised feature selection can not be directly applied. To learn the…
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Interpretable Bayesian Tensor Network Kernel Machines with Automatic Rank and Feature Selection
Interpretable Bayesian Tensor Network Kernel Machines with Automatic Rank and Feature Selection arXiv:2507.11136v1 Announce Type: new Abstract: Tensor Network (TN) Kernel Machines speed up model learning by representing parameters as low-rank TNs, reducing computation and memory use. However, most TN-based Kernel methods are deterministic and ignore parameter uncertainty. Further, they require manual tuning of model…
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How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction
How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction arXiv:2507.11161v1 Announce Type: new Abstract: In recent years, contrastive learning has achieved state-of-the-art performance in the territory of self-supervised representation learning. Many previous works have attempted to provide the theoretical understanding underlying the success of contrastive learning. Almost all of them rely…
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Do You Really Need a Foundation Model?
Do You Really Need a Foundation Model? LLM or custom model: how should you choose the right solution? The post Do You Really Need a Foundation Model? appeared first on Towards Data Science. Vincent Vandenbussche Go to original source
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How Metrics (and LLMs) Can Trick You: A Field Guide to Paradoxes
How Metrics (and LLMs) Can Trick You: A Field Guide to Paradoxes When numbers lie — and your metrics mislead you The post How Metrics (and LLMs) Can Trick You: A Field Guide to Paradoxes appeared first on Towards Data Science. Subha Ganapathi Go to original source
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How to Ensure Reliability in LLM Applications
How to Ensure Reliability in LLM Applications Learn how to make your LLM applications more robust The post How to Ensure Reliability in LLM Applications appeared first on Towards Data Science. Eivind Kjosbakken Go to original source
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Deploy a Streamlit App to AWS
Deploy a Streamlit App to AWS Using the Elastic Beanstalk service The post Deploy a Streamlit App to AWS appeared first on Towards Data Science. Thomas Reid Go to original source
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From Equal Weights to Smart Weights: OTPO’s Approach to Better LLM Alignment
From Equal Weights to Smart Weights: OTPO’s Approach to Better LLM Alignment Using optimal transport to weight what matters most In LLM-generated responses The post From Equal Weights to Smart Weights: OTPO’s Approach to Better LLM Alignment appeared first on Towards Data Science. Sudheer Singh Go to original source
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Microsoft, Databricks simplify synchronizing, sharing data
Microsoft, Databricks simplify synchronizing, sharing data A new integration designed by the tech giant and data platform vendor eliminates the need for users to move or copy data to join it across platforms for better-informed analysis. Go to techtarget
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SnapLogic adds MCP support to aid agentic AI deployment
SnapLogic adds MCP support to aid agentic AI deployment Following the launch of AgentCreator in 2024, the data integration vendor is adding support for the open standard to better enable customers to build and manage agentic tools. Go to techtarget
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DuploCloud and AWS to Offer Agentic AI to DevOps and IT
DuploCloud and AWS to Offer Agentic AI to DevOps and IT DuploCloud, a leading DevOps automation platform purpose-built for secure cloud operations and compliance, is entering a strategic collaboration agreement (SCA) with Amazon Web Services (AWS) to bring a new set of automated DevOps solutions to AWS customers. Go to dbta
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Extreme Platform ONE Makes Network Management Smart and Simple with AI
Extreme Platform ONE Makes Network Management Smart and Simple with AI Extreme Networks, Inc., is announcing the general availability of Extreme Platform ONE, the first all-in-one networking platform fueled by conversational, multimodal, and agentic AI. Go to dbta
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ExaGrid?s Newfound Rubrik Support Ushers in Significant Cost Efficiencies
ExaGrid?s Newfound Rubrik Support Ushers in Significant Cost Efficiencies ExaGrid, the industry’s only Tiered Backup Storage solution with Retention Time-Lock that includes a non-network-facing tier (creating a tiered air gap), delayed deletes, and immutability for ransomware recovery, is unveiling support for Rubrik. Go to dbta
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Soft Audits, Hard Consequences: The Danger of Soft Audits
Soft Audits, Hard Consequences: The Danger of Soft Audits In April 2022, we composed an article titled, “The Weaponization of Software License Audits.” It focused on how software license audits have long been used as a successful, revenue-generating tool for software vendors. Gartner has noted that vendor-driven, revenue-motivated audits are on the rise across all…
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Built-in smart sensors can prevent lithium-ion battery fires before they start
Built-in smart sensors can prevent lithium-ion battery fires before they start New smart sensors can help detect dangerous internal failures in lithium-ion batteries before they escalate into fires or explosions, say researchers from the University of Surrey. Lithium-ion batteries are at the heart of the global shift to electric vehicles and renewable energy—but when they…
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First publicly available Japanese AI dialogue system can speak and listen simultaneously
First publicly available Japanese AI dialogue system can speak and listen simultaneously How do you develop an AI system that perfectly mimics the way humans speak? Researchers at Nagoya University in Japan have taken a significant step forward to achieve this. They have created J-Moshi, the first publicly available AI system specifically designed for Japanese…
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AI that thinks like us? Researchers unveil new model to predict human behavior
AI that thinks like us? Researchers unveil new model to predict human behavior Imagine a self-driving car navigating downtown traffic. To avoid a collision, it must judge whether the pedestrian at the corner is about to cross. Or consider an investment algorithm trading stocks—it needs to anticipate how human investors will react to news before…
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New solar panel designs could help Europe achieve fair and resilient energy goals
New solar panel designs could help Europe achieve fair and resilient energy goals Europe has committed to becoming climate-neutral by 2050. But how can we get there in a way that’s technically feasible, economically responsible, and fair to all member states? Researchers from Aarhus University and the Technical University of Denmark offer an answer in…
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Wriggling robot worms team up to crawl up walls and cross obstacles
Wriggling robot worms team up to crawl up walls and cross obstacles The slimy, segmented, bottom-dwelling California blackworm is about as unappealing as it gets—but get a few dozen or thousand together, and they form a massive, entangled blob that seems to take on a life of its own. Go to techxplore
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Conizant launches AI agent development tool
Conizant launches AI agent development tool Global consultancy Cognizant has launched a new solution designed to help enterprises design, deploy and orchestrate autonomous AI agents. Cognizant Agent Foundry utilises both Coginzant and third-party IP to support the delivery of continuous, agent-driven consultation, including adaptive operations, real-time decision making, and personalised customer experiences. The company says…
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Pegasystems signs genAI partnership with AWS
Pegasystems signs genAI partnership with AWS Pegasystems has signed a five-year collaboration agreement with AWS aimed at helping organisations digitally transform their businesses using Pega products and AWS generative AI services. Under the agreement, the two companies will jointly offer solutions making use of AWS Transform, which uses agentic AI workflows to automate the full…
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STAT+: ViiV expands licensing deal for its HIV drug in low-income countries
STAT+: ViiV expands licensing deal for its HIV drug in low-income countries Once again, ViiV Healthcare has announced steps to widen access to a sought-after HIV medicine in low- and middle-income countries, reflecting ongoing pressure to respond to criticism. Under the latest arrangement, the company is expanding a licensing agreement reached three years ago with…
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Federal judge reverses rule that would have removed medical debt from credit reports
Federal judge reverses rule that would have removed medical debt from credit reports NEW YORK — A federal judge in Texas removed a Biden-era finalized ruled by the Consumer Financial Protection Bureau that would have removed medical debt from credit reports. U.S. District Court Judge Sean Jordan of Texas’s Eastern District, who was appointed by Trump, found on Friday…
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STAT+: A troubled Sun Pharma plant fails yet another FDA inspection
STAT+: A troubled Sun Pharma plant fails yet another FDA inspection A Sun Pharmaceutical plant in India that has been repeatedly cited by the U.S. Food and Drug Administration for serious quality control issues failed another inspection last month over concerns the company was not doing enough to prevent medicines from becoming contaminated. The problems…
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STAT+: RFK Jr. gives vaccine skeptics plum HHS posts
STAT+: RFK Jr. gives vaccine skeptics plum HHS posts 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. Mr. Medicare Dr. Oz suggests 10 minutes of yoga straight out of bed, preferably with…
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STAT+: Kailera drug shows notable weight loss in China trial
STAT+: Kailera drug shows notable weight loss in China trial 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. We have a short and sweet newsletter today. And if you are in any areas hit by the flash foods, I hope…
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Bitcoin Trading at Centre of High-Profile New Zealand Homicide Case
Bitcoin Trading at Centre of High-Profile New Zealand Homicide Case Records show the New Zealand woman used fake crypto screenshots to convince her mother the investment had generated $160,000 profit. Vismaya V Go to decrypt.co
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One LA Sheriff’s Deputy Charged, Another Pleads Guilty in Crypto ‘Godfather’ Case
One LA Sheriff’s Deputy Charged, Another Pleads Guilty in Crypto ‘Godfather’ Case The officers staged fake raids and used fraudulent warrants to track victims for “The Godfather’s” criminal enterprise, prosecutors alleged. Vince Dioquino Go to decrypt.co
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These Economic Forces Could Help Lift Bitcoin Higher
These Economic Forces Could Help Lift Bitcoin Higher Bitcoin’s record rally could receive another boost as the global bond crisis heats up with Japan’s 30Y yields hitting new highs. Decrypt Staff Go to decrypt.co
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Rep. Maxine Waters Opines on Upcoming US Crypto Bills: ‘I Told You So’
Rep. Maxine Waters Opines on Upcoming US Crypto Bills: ‘I Told You So’ Rep. Maxine Waters has warned two pending crypto bills could gut consumer protections and hand more power to politically connected players. Callan Quinn Go to decrypt.co
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Grok Went MechaHitler and Elmo Said Hold My Beer
Grok Went MechaHitler and Elmo Said Hold My Beer The incident follows a previous issue with Grok last week, which began responding with hate-filled speech to users on X. Jason Nelson Go to decrypt.co
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Physics-informed machine learning: A mathematical framework with applications to time series forecasting
Physics-informed machine learning: A mathematical framework with applications to time series forecasting arXiv:2507.08906v1 Announce Type: new Abstract: Physics-informed machine learning (PIML) is an emerging framework that integrates physical knowledge into machine learning models. This physical prior often takes the form of a partial differential equation (PDE) system that the regression function must satisfy. In the…
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The Bayesian Approach to Continual Learning: An Overview
The Bayesian Approach to Continual Learning: An Overview arXiv:2507.08922v1 Announce Type: new Abstract: Continual learning is an online paradigm where a learner continually accumulates knowledge from different tasks encountered over sequential time steps. Importantly, the learner is required to extend and update its knowledge without forgetting about the learning experience acquired from the past, and…
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Fixed-Confidence Multiple Change Point Identification under Bandit Feedback
Fixed-Confidence Multiple Change Point Identification under Bandit Feedback arXiv:2507.08994v1 Announce Type: new Abstract: Piecewise constant functions describe a variety of real-world phenomena in domains ranging from chemistry to manufacturing. In practice, it is often required to confidently identify the locations of the abrupt changes in these functions as quickly as possible. For this, we introduce…
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Optimal High-probability Convergence of Nonlinear SGD under Heavy-tailed Noise via Symmetrization
Optimal High-probability Convergence of Nonlinear SGD under Heavy-tailed Noise via Symmetrization arXiv:2507.09093v1 Announce Type: new Abstract: We study convergence in high-probability of SGD-type methods in non-convex optimization and the presence of heavy-tailed noise. To combat the heavy-tailed noise, a general black-box nonlinear framework is considered, subsuming nonlinearities like sign, clipping, normalization and their smooth counterparts.…
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CoVAE: Consistency Training of Variational Autoencoders
CoVAE: Consistency Training of Variational Autoencoders arXiv:2507.09103v1 Announce Type: new Abstract: Current state-of-the-art generative approaches frequently rely on a two-stage training procedure, where an autoencoder (often a VAE) first performs dimensionality reduction, followed by training a generative model on the learned latent space. While effective, this introduces computational overhead and increased sampling times. We challenge…
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What Can the History of Data Tell Us About the Future of AI?
What Can the History of Data Tell Us About the Future of AI? A 40-Year Look at Data, Business Models, and the Forces Shaping Intelligent Systems The post What Can the History of Data Tell Us About the Future of AI? appeared first on Towards Data Science. Steve Hedden Go to original source
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Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need
Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need A deep dive into advanced evaluation for data scientists The post Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need appeared first on Towards Data Science. Pol Marin Go to original source
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Topic Model Labelling with LLMs
Topic Model Labelling with LLMs Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini. The post Topic Model Labelling with LLMs appeared first on Towards Data Science. Petr Koráb Go to original source
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There and Back Again: An AI Career Journey
There and Back Again: An AI Career Journey A full circle moment 30 years in the making The post There and Back Again: An AI Career Journey appeared first on Towards Data Science. David Martin Go to original source
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Dynamic Inventory Optimization with Censored Demand
Dynamic Inventory Optimization with Censored Demand A sequential decision framework with Bayesian learning The post Dynamic Inventory Optimization with Censored Demand appeared first on Towards Data Science. Mert Ersoz Go to original source
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The rise of AI-generated content
The rise of AI-generated content AI-generated content is revolutionizing media creation with speed and efficiency. Yet, it also raises ethical concerns and challenges in originality and quality control. Go to techtarget
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Keeper Security Debuts Secure MCP AI Agent Integration While Protecting Critical Data
Keeper Security Debuts Secure MCP AI Agent Integration While Protecting Critical Data Keeper Security, a leading cybersecurity provider of zero-trust and zero-knowledge Privileged Access Management (PAM) software, is introducing the Model Context Protocol (MCP) AI Agent Integration for Keeper Secrets Manager?enabling organizations to automate workflows through AI agents while enforcing strict security, access, and compliance…
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Domino Unveils Vibe Modeling Offering for Accelerating and Streamlining Data Science Work
Domino Unveils Vibe Modeling Offering for Accelerating and Streamlining Data Science Work Domino, the Enterprise AI platform trusted by the largest AI-enabled companies and major government agencies, is announcing the launch of its Vibe Modeling offering, available via Domino’s GitHub repository. Go to dbta
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KIOXIA?AiSAQ Software Becomes Open-Source with Latest Release
KIOXIA?AiSAQ Software Becomes Open-Source with Latest Release KIOXIA is updating its AiSAQ (All-in-Storage ANNS with Product Quantization) software to improve the usability of AI vector database searches within retrieval-augmented generation (RAG) systems by optimizing the use of solid-state drives (SSDs).? Go to dbta
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Siemens Partners with Microsoft to Enhance IoT Interoperability for Buildings and Data Centers
Siemens Partners with Microsoft to Enhance IoT Interoperability for Buildings and Data Centers Siemens Smart Infrastructure is partnering with Microsoft to transform access to Internet of Things (IoT) data for buildings. The collaboration will enable interoperability between Siemens’ digital building platform, Building X, and Microsoft Azure IoT Operations enabled by Azure Arc. Go to dbta
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GitLab Ultimate for IBM Z Modernizes DevSecOps for Mainframes
GitLab Ultimate for IBM Z Modernizes DevSecOps for Mainframes GitLab and IBM are expanding their partnership to bridge mainframe and cloud-native development with seamless integration, CI/CD runner support, end-to-end visibility, and cost efficiency. GitLab and IBM are collaborating to solve a fundamental disconnect in enterprise development: enabling mainframe developers to work with the same modern…
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Five EU states to test age-check app to protect children online
Five EU states to test age-check app to protect children online Five EU countries including France will test an app aimed at preventing children from accessing harmful content online by checking users’ ages, the European Commission said Monday. Go to techxplore
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AI engineers don’t feel empowered to tackle sustainability crisis, new research suggests
AI engineers don’t feel empowered to tackle sustainability crisis, new research suggests A survey of 23 machine learning (ML) practitioners across the U.K. and other parts of the world, conducted by King’s College London, highlighted feelings of alienation from the sustainability of models, suggesting environmental credentials were not viewed as part of an AI’s performance.…
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First electronic–photonic quantum chip created in commercial foundry
First electronic–photonic quantum chip created in commercial foundry In a milestone for scalable quantum technologies, scientists from Boston University, UC Berkeley, and Northwestern University have reported the world’s first electronic–photonic–quantum system on a chip, according to a study published in Nature Electronics. Go to techxplore
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How Eurostack could offer Canada a route to digital independence from the United States
How Eurostack could offer Canada a route to digital independence from the United States The contemporary internet has been with us since roughly 1995. Its current underlying economic model—surveillance capitalism—began in the early 2000s, when Google and then Facebook realized how much our personal information and online behavior revealed about us and claimed it for…
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Amazon’s AI assistant struggles with diverse dialects, study finds
Amazon’s AI assistant struggles with diverse dialects, study finds A new Cornell study has revealed that Amazon’s AI shopping assistant, Rufus, gives vague or incorrect responses to users writing in some English dialects, such as African American English (AAE), especially when prompts contain typos. Go to techxplore
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Cyber attackers using sophisticated deepfake tools: report
Cyber attackers using sophisticated deepfake tools: report Trend Micro has published a new report revealing the scale and sophistication of the use of deepfakes in cyber attacks. The report reveals that cybercriminals have started to leverage deepfakes in a range of ways to attack enterprise targets. One example is the fake employee scam, whereby attackers…
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AI is helping banks ‘listen’ again
AI is helping banks ‘listen’ again For decades, banks have been on a journey to become faster, more digital and data-driven. From predictive analytics in credit approvals to mobile applications replacing physical branches, the industry has moved rapidly to modernise and scale. But in this race to digitise, something essential has been lost: the voice…
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Study finds no evidence aluminum salts in vaccines are tied to higher risk of asthma, other childhood diseases
Study finds no evidence aluminum salts in vaccines are tied to higher risk of asthma, other childhood diseases When anti-vaccine activists and others argue that the immunizations used to protect children from infectious diseases are risky, they often point to aluminum salts, a product added to many childhood vaccines to increase their effectiveness. A new…
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STAT+: FDA declines to approve Ultragenyx gene therapy
STAT+: FDA declines to approve Ultragenyx gene therapy Want to stay on top of the science and politics driving biotech today? Sign up to get our biotech newsletter in your inbox. Morning! It’s Meghana today, writing about GLP-1s being deployed for addiction, weighing the FDA commissioner’s vision versus reality, and more. The need-to-know this morning AstraZeneca said its experimental…
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STAT+: The links between different gun laws and types of gun deaths
STAT+: The links between different gun laws and types of gun deaths Get your daily dose of health and medicine every weekday with STAT’s free newsletter Morning Rounds. Sign up here. And just like that, the newsletter is back. I hope you had a restful weekend. How one elite rehab center is ‘obliterating’ all kinds of…