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Science and Technology

Why is industrial IoT shifting toward predictive maintenance and autonomy?

Exploring the reasons for industrial IoT’s shift to predictive maintenance and autonomy

Industrial Internet of Things, widely known as Industrial IoT or IIoT, has progressed from simple connectivity and oversight into a strategic backbone for smarter operations, and this shift is seen most clearly in the departure from reactive and preventive maintenance toward predictive maintenance paired with rising degrees of operational autonomy, a change propelled not by hype but by tangible economic, technological, and operational pressures shaping contemporary industries.The Limitations of Traditional Maintenance ModelsFor decades, industrial assets were maintained using either reactive or preventive approaches. Reactive maintenance fixes equipment after failure, while preventive maintenance relies on scheduled servicing based on time or…
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Why protectionism returns during uncertain times

How are software supply-chain attacks changing development practices?

Software supply-chain attacks have moved from a niche security concern to one of the most disruptive forces shaping modern software development. By targeting the tools, libraries, and services that developers trust, attackers can compromise thousands of organizations through a single weak link. High-profile incidents over the past few years have fundamentally altered how teams design, build, and maintain software, pushing security earlier and deeper into the development lifecycle.Understanding Software Supply-Chain AttacksA software supply-chain attack occurs when attackers infiltrate the development or distribution process rather than directly attacking the end application. Instead of breaking into a single system, they compromise shared…
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How are software supply-chain attacks changing development practices?

What impact do software supply chain attacks have on development?

Software supply-chain attacks have evolved from a niche worry into a major force reshaping contemporary software engineering, as adversaries exploit the trusted tools, libraries, and services developers rely on, enabling a single vulnerability to expose countless organizations, while high-profile breaches in recent years have transformed how teams architect, create, and sustain software, driving security considerations much earlier and more deeply into the entire development process.Gaining Insight into Software Supply-Chain AttacksA software supply-chain attack takes place when adversaries penetrate the development or delivery workflow rather than targeting the final application itself, compromising shared elements like open-source libraries, build systems, package registries,…
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How are companies preparing for phishing and deepfake threats at scale?

Companies’ strategies for combating phishing and deepfake threats at scale

Phishing has shifted from simple mass emails to precise, data‑fueled assaults, and deepfakes have progressed from mere curiosities to active operational threats; together, they introduce a rapidly scalable danger capable of eroding trust, draining resources, and steering critical decisions off course, prompting companies to prepare by acknowledging a key fact: adversaries now merge social engineering with artificial intelligence and automation to strike with unmatched speed and scale.Recent industry reports indicate that phishing continues to serve as the leading entry point for major breaches, while the emergence of audio and video deepfakes has introduced a more convincing dimension to impersonation schemes.…
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How are companies preparing for phishing and deepfake threats at scale?

How do businesses prepare for widespread phishing and deepfake attacks?

Phishing has shifted from simple mass emails to precise, data‑fueled assaults, and deepfakes have progressed from mere curiosities to active operational threats; together, they introduce a rapidly scalable danger capable of eroding trust, draining resources, and steering critical decisions off course, prompting companies to prepare by acknowledging a key fact: adversaries now merge social engineering with artificial intelligence and automation to strike with unmatched speed and scale.Recent industry data shows that phishing remains the most common initial attack vector in major breaches, and the rise of audio and video deepfakes has added a new layer of credibility to impersonation attacks.…
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An asteroid discovered days ago will narrowly miss Earth

Asteroid found days ago will narrowly miss our planet

A recently detected asteroid will pass relatively close to Earth this Monday, attracting the interest of astronomers and space agencies worldwide. Even with the narrow cosmic distance, experts stress that the object poses no risk to the planet and will proceed safely along its trajectory through space.Astronomers are closely monitoring an asteroid identified as 2026JH2, a rocky object that will pass near Earth at a distance of approximately 91,593 kilometers, or about 56,900 miles. According to calculations from the European Space Agency, the object will travel at roughly one quarter of the average distance between Earth and the moon, making…
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What trends are reshaping software development with AI code generation?

Understanding the trends in AI code generation for dev

AI code generation has evolved from a cutting‑edge experiment into a core pillar of contemporary software creation, shifting from simple snippet autocompletion to influencing architectural planning, testing approaches, security evaluations, and team operations, ultimately marking a major shift not only in development speed but in how humans and machines now collaborate throughout the entire software lifecycle.Copilots Pervading Everything: Spanning IDEs and the Broader ToolchainEarly AI coding assistants were initially built to offer suggestions within the editor, but now copilots are woven throughout the entire development lifecycle, spanning requirements collection, code evaluation, testing, deployment, and system observability.IDE copilots generate functions, refactor…
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Voyager 1 has little time left in interstellar space. An ambitious Big Bang fix may change that

Voyager 1’s Interstellar Deadline: Exploring a Big Bang Solution

Humanity’s most distant spacecraft continues its solitary voyage beyond the solar system’s edge, and engineers must now make difficult calls about which instruments should be shut down to prolong its travels. Each decision involves a delicate balance between safeguarding the craft and uncovering fresh discoveries at the universe’s remote frontier.As it continues its trek through interstellar space, Voyager 1 has moved into a fresh operational phase focused on preserving limited resources instead of expanding capabilities, and in mid-April, NASA engineers issued a command to power down one of the spacecraft’s scientific instruments to conserve energy and prolong its working life,…
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Weight-loss medications: benefits, risks, and realistic expectations

Understanding Weight Loss Prescriptions: Pros, Cons, and Expectations

Obesity and excess weight are long‑term, often recurrent conditions shaped by intertwined biological, environmental, and behavioral factors, and medications used for weight management have become increasingly valuable tools that can deliver significant weight reduction, enhance metabolic wellbeing, and lessen overall disease impact when incorporated into a comprehensive treatment strategy; this article outlines how these therapies function, reviews the supporting evidence, highlights major risks, and offers grounded expectations for both patients and clinicians.How weight-loss medications workMedications influence multiple physiological systems involved in appetite control, fullness signals, digestive processes, and overall energy regulation:Appetite-modulating incretin receptor agonists (GLP-1 and dual GLP-1/GIP agonists) curb…
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Why is vector search becoming a core database capability?

Understanding Vector Search as a Database Core

Vector search has evolved from a niche research method into a core capability within today’s databases, a change propelled by how modern applications interpret data, users, and intent. As organizations design systems that focus on semantic understanding rather than strict matching, databases are required to store and retrieve information in ways that mirror human reasoning and communication.Evolving from Precise Term Matching to Semantically Driven RetrievalTraditional databases are built to excel at handling precise lookups, ordered ranges, and relational joins, performing reliably whenever queries follow a clear and structured format, whether retrieving a customer using an ID or narrowing down orders…
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