Author: Admin

Ask me anything: Kristian Dominek Barajas – ‘I’m able to take a really complicated problem and give it my best guess’ – Physics World Skip to main content Discover more from Physics World Copyright © 2026 by IOP Publishing Ltd and individual contributors Source link

A growing R&D divide threatens to leave organizations adrift as leaders accelerate.   Most R&D organizations would never make major product or technology decisions without first understanding what is happening around them. They continuously monitor emerging technologies, scientific discoveries, customer needs, competitors, startups, patents, and market signals because those insights shape where they invest, what they build, and how they compete.  But while organizations continuously scan the external environment, that discipline is applied far less consistently to understanding how the R&D function and other R&D organizations are changing. That perspective tends to be gathered through periodic benchmarking exercises, typically before a strategy refresh or transformation initiative.  Reach out to discuss this topic…

Editor’s note: This article contains descriptions of imagery depicting child sexual abuse. Reader discretion is strongly advised.Over the last nine months, Mark Zuckerberg’s Meta has run dozens of paid ads that include explicit AI-generated child sexual abuse material (CSAM) and images of minors alongside sexually suggestive statements, according to details of the ads shared with WIRED. The ads, which in some cases reached several thousand accounts, were targeted at people living in the United States, United Kingdom, and more than a dozen European countries.More than 50 image and video ads containing abusive content were recently discovered in Meta’s ad library…

Chain-of-Evidence: A framework for verifiable research The CoE is a conceptual framework that defines what makes a research artifact trustworthy, much as ACID defines what makes a database transaction reliable. Rather than prescribing how to build a research agent, the framework specifies the properties its outputs must have. It follows a single principle with two halves: every claim in a research artifact must carry a recorded evidence chain (completeness), and each chain must genuinely support the claim it is attached to (correctness). A claim may be a reference, a reported number, a method description, or a conclusion, that must link…

Have you ever searched for something like “low fat yogurt” at any online grocery store and noticed how the results seem to understand what you mean? Instead of only showing items with an exact match, the top-ranked products are often semantically related. You might see items like “Greek yogurt” or “yogurt with 0.5% fat,” even when only one word matches lexically. This is the power of semantic search, and when combined with traditional lexical search, it creates a hybrid search experience that delivers both precision and recall. At Delivery Hero, one of the world’s leading online food delivery platforms, the…

AI may show up differently in a hospital, a factory, or a retail store, but the challenges underneath are remarkably similar. Organizations are applying AI and building applications and processes that are dependable, scalable, and useful in the real world. That takes more than a model or single application. It takes infrastructure, data, security, networking, software, and industry expertise working together from the ground up. In conversations with organizations across different industries, I find we’re talking about something much bigger than individual AI applications. That’s because AI can’t deliver its full potential in a silo. It succeeds through the ecosystem around it. The Best AI Solutions Aren’t Built in Isolation  Think about almost any AI application that’s delivering real business value today. It’s successful because the right technologies and expertise come together to solve a real…

Beyond Volume: Countering the Stealth Tactics of Modern DDoS Attacks In our previous post, we explored how the network edge has become the primary shield against the hyper-volumetric DDoS attacks that defined 2025. However, for the modern CxO, the threat landscape has shifted. It is no longer just about the sheer size of the “pipe” being hit; attackers have evolved beyond brute force, employing tactical stealth methodologies to bypass traditional defenses.   Today, we examine the three most disruptive trends to emerge in the last year—Pulse Attacks, Carpet Bombing, and Outbound attacks—and how Cisco Secure DDoS Edge Protection leverages advanced machine learning to neutralize them before they even register on…

Monitoring plant health across a greenhouse or farm requires frequent inspection of soil conditions, visual assessment of crops, and tracking of device performance. Manual inspection is slow, inconsistent, and doesn’t scale across multiple growing sites. Cloud-based monitoring adds network latency and depends on constant connectivity, a constraint that’s impractical in many agricultural environments. An AI agent running directly on the device can read sensors, analyze plant images, and respond to queries in real time, without routing every decision through the cloud. In this post, you will learn how to deploy Strands Agents as AWS IoT Greengrass components on a Raspberry…

Edgar Cervantes / Android AuthorityTL;DR Researchers found multiple issues that can expose a user’s real IP despite Private Relay. The problem is tied to passkey-related requests that bypass Safari’s Private Relay path. Apple has acknowledged the report and says it’s investigating. Passkeys were supposed to fix our login headaches, but as we recently saw with Google Password Manager, transitioning to passwordless security can expose unexpected cracks in your privacy. Now, Apple is facing similar scrutiny after researchers uncovered a WebKit flaw that lets websites bypass iCloud Private Relay and expose users’ real IP addresses during passkey requests.Discovered by security researchers…

The global digital goods market is valued at over $157 billion, driven by millions of active developers and creators who release thousands of different products each year. But launching a new software product requires more than a good idea. Startups, enterprises, and growing businesses need a reliable way to validate demand, test assumptions, collect user feedback, and enter the market without spending months or millions building a product that may not succeed. An MVP is not simply a prototype or a proof of concept. A prototype demonstrates an idea, while an MVP is a real working product used by real…