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Perplexity says its new Perplexity Computer service can perform complex, multi-step tasks on behalf of human users, by organizing the tasks that are needed and creating the software agents required to fulfill the process. Users begin by describing their desired outcome, the company said, then, “Perplexity Computer breaks it into tasks and subtasks, creating sub-agents for execution. The sub-agents might do web research, document generation, data processing, or API calls to your connected services. A document is drafted by one agent while another gathers the data it needs.” Perplexity Computer draws on a variety of AI resources for different tasks.…

Change is the only constant in enterprise AI. If your data workflows aren’t built to handle it, you’re setting your entire operation up for failure. Most data pipelines are brittle, breaking when data or infrastructures slightly change. That downtime can cost millions (upwards of $540,000 per hour), lead to compliance gaps that invite lawsuits, and ultimately result in failed AI initiatives that never make it past proof of concept. But resilient agentic AI pipelines can adapt, recover, and keep delivering value even as everything around them changes. These systems maintain performance and recover without manual intervention, even when data drift,…

Famous Labs is a technology company building a portfolio of autonomous software platforms designed to execute complex workflows in multiple domains. Rather than operating as a single-product startup, Famous Labs functions as a parent company coordinating several execution-focused platforms under a shared architectural framework.The company is developing infrastructure that shifts software from assistance toward structured execution. That architectural orientation defines how its platforms are built and how they operate in different industries.Understanding Famous Labs requires viewing it not as a standalone AI tool builder, but as an ecosystem-level software company.Moving from AI assistance to workflow executionMost AI-enabled systems today function…

Can you believe your ears? Increasingly, the answer is no. Here’s what’s at stake for your business, and how to beat the deepfakers. 23 Feb 2026  •  , 4 min. read There was a time when we could believe everything we saw and heard. Unfortunately, those days are probably long gone. Generative AI (GenAI) has democratized the creation of deepfake audio and video, to the point where generating a fabricated clip is as easy as pushing a button or two. This is bad news for everyone, including businesses. Deepfakes are helping scammers bypass Know Your Customer and account authentication checks.…

I have a Flutter app that should be portrait-only on phones and tablets. What I want: Even if the user holds the device in landscape, the app should stay in portrait UI I am not able to create a landscape layout I want the app to still look fullscreen (no black bars/letterboxing) Current setup (Flutter): Future main() async { WidgetsFlutterBinding.ensureInitialized(); await SystemChrome.setPreferredOrientations([ DeviceOrientation.portraitUp, DeviceOrientation.portraitDown, ]); runApp(const MyApp()); } iOS Info.plist currently supports both portrait and landscape (iPad too). Problem: On iPad simulator and some Android tablets, the app still rotates to landscape. If I remove landscape orientations, the app stays…

As Internet of Things (IoT) devices become increasingly pervasive in the home, device owners often find the need to grant fine-grained access to multiple users. AWS IoT Core enables developers to build applications with fine-grained access control across mobile apps, web apps, and devices. For example, IoT enables personalized experiences in smart spaces and hotels, where smart devices can adjust lighting, temperature, and entertainment based on user preferences, while allowing guests to control their environment via mobile apps without admin access. In this blog post, AWS customer CHEF iQ tells their story and how they evolved the architecture of the…

Apple clearly needs some way of distinguishing the upcoming low-cost MacBook from the more expensive MacBook Air. We’d wondered whether color might be sufficient to limit cannibalization, but it’s been suggested that the new machine may have a number of compromises. 9to5Mac readers aren’t really the target market for an entry-level machine, but some might consider it as a second Mac, while others might recommend it to family and friends. However, would any of the rumoured compromises be a deal-breaker … ? While some might be dismissive of a MacBook powered by an iPhone chip, we’ve already noted that is…

Zhu, Y. et al. Iridium single atoms incorporated in Co3O4 efficiently catalyze the oxygen evolution in acidic conditions. Nat. Commun. 13, 7754 (2022).Article  PubMed  PubMed Central  CAS  Google Scholar  Seitz, L. C. et al. A highly active and stable IrOx/SrIrO3 catalyst for the oxygen evolution reaction. Science 353, 1011–1014 (2016).Article  PubMed  CAS  Google Scholar  Li, A. et al. Atomically dispersed hexavalent iridium oxide from MnO2 reduction for oxygen evolution catalysis. Science 384, 666–670 (2024).Article  PubMed  CAS  Google Scholar  Hu, C. et al. Misoriented high-entropy iridium ruthenium oxide for acidic water splitting. Sci. Adv. 9, eadf9144 (2023).Article  PubMed  PubMed Central  CAS …

In the 1950s, many in the elite running community had begun to believe it wasn’t possible to run a mile in less than four minutes. Runners had been attempting it since the late 19th century and were beginning to draw the conclusion that the human body simply wasn’t built for the task.  Article Continues Below But on May 6, 1956, Roger Bannister took everyone by surprise. It was a cold, wet day in Oxford, England—conditions no one expected to lend themselves to record-setting—and yet Bannister did just that, running a mile in 3:59.4 and becoming the first person in the…

President Donald Trump’s “Liberation Day” tariffs last year had been supposed to change everything — as companies retaliated against new tariffs, economists predicted, prices would soar and the US economy would plunge into recession.The Supreme Court recently declared those tariffs unconstitutional. As Trump scrambles to reimpose them, though, the news raised a question: Did economists get it wrong the first time around?Ben Harris, the vice president and director of economic studies at the Brookings Institution and a former assistant Treasury secretary for economic policy in the Biden administration, says economists underestimated our complicated economic system.“My guess is that if you…