Marquee names like Anthropic and Uber are “putting AWS’s efficiency claims to the test,” he noted; on the other hand, customers like Cohere and Stability AI prefer Nvidia’s mature tooling framework and “superior chip designs,” citing AWS service and availability issues. Moor’s Kimball pointed out that another factor to consider is AWS’ partnership with Cerebras. Trainium is optimized for prefill and Cerebras CS-3 is optimized for decode, allowing the two to deliver what they claim is the best inference performance with no user intervention required. “This is the kind of ‘point-and-click’ simplicity enterprise users are looking for,” he said. Ultimately,…
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Ravie LakshmananApr 10, 2026Vulnerability / Threat Intelligence A critical security vulnerability in Marimo, an open-source Python notebook for data science and analysis, has been exploited within 10 hours of public disclosure, according to findings from Sysdig. The vulnerability in question is CVE-2026-39987 (CVSS score: 9.3), a pre-authenticated remote code execution vulnerability impacting all versions of Marimo prior to and including 0.20.4. The issue has been addressed in version 0.23.0. “The terminal WebSocket endpoint /terminal/ws lacks authentication validation, allowing an unauthenticated attacker to obtain a full PTY shell and execute arbitrary system commands,” Marimo maintainers said in an advisory earlier this week. “Unlike other WebSocket endpoints (e.g., /ws) that…
Edgar Cervantes / Android AuthorityAll of these offers come directly from Amazon. They are “limited time deals”. When available in multiple colors, all variants get the same discount. Ring Indoor Cam Plus This is among the cheapest Ring security cameras, and right now you can get it for even less. It’s just $34.99! Of course, such a nice price cut will come with some downsides. It’s by no means a bad camera, though! Just make sure to keep your expectations in check.As the name entails, this is an indoor camera. As such, it has no weather resistance, so you’d best…
Google has expanded Gmail client-side encryption to Android and iOS devices, allowing users to engage with their organization’s most sensitive data on mobile devices while ensuring data remains compliant with sovereignty and compliance requirements. This feature is available for Enterprise Plus users with the Assured Controls or Assured Controls Plus add-on. Composing a E2EE message in Gmail (Source: Google) With this update, users can compose, send, and read encrypted messages directly in the Gmail app. There is no need to install additional applications or switch to external mail portals. The experience remains consistent with standard Gmail workflows, which supports adoption…
Maddie Lightening, head of paid media at Hallam, joined me to talk through the mistakes, lessons and mindset shifts that have shaped her career in PPC. With more than a decade of experience across search, social, programmatic, digital out of home and ABM, she shared a candid look at the realities of leading paid media in a fast-moving industry. The reporting mistake that doubled performance One of Maddie’s early mistakes involved misreporting performance due to account currency differences. Working with an Australian billing setup while reporting in GBP, she unknowingly halved the reported results because conversion values were being translated.…
We may earn a commission from links on this page. Google has packed its flagship Pixel phones with a long list of useful features for everything from privacy to productivity, and rolls out more with its frequent Pixel Drop updates. It can be hard to keep up with all that’s available—plus, many of the best features are disabled by default. If you have one of Google’s smartphones, here are 10 ways to maximize everything your Pixel has to offer. Use App Pinning to keep people from snooping on your phoneBefore you hand your Pixel over to someone else—whether you’re letting…
A research firm tallied the internet-exposed devices Iran is targeting and recommended mitigations for any infrastructure operator using them.
Local SEO tools help you manage and optimize how your local business shows up across Google Maps, regular Google search results, and AI-driven search experiences like AI Overviews and AI Mode.Because more and more are using AI to seek answers, get recommendations, and compare options. If your business isn’t showing up consistently or in the right contexts, you’re missing out on customers.Here are my picks for the 11 best local SEO tools in 2026: Google Business Profile: Manage your Google business listing GBP Optimization: Optimize your Google business listing Listing Management: Create and manage online business listings Review Management: Monitor…
Your 3D printer is essentially a fancy CNC machine, with a few heated elements (and maybe a fan or two). While extruding filament might be the main reason you bought it, there are some more unconventional things you can use your 3D printer for. Drying out filament No dryer, no problem Credit: Tim Brookes / How-To Geek 3D printer filament should be dried before use since moisture can ruin your prints. This is what makes a filament dryer an essential tool for any FDM printer owner, but if your printer has a heated bed, then there is another way. You can…
Author: Saeed Abbasi, Senior Manager, Threat Research Unit, Qualys With Time-to-Exploit now at negative seven days and autonomous AI agents accelerating threats, the data no longer supports incremental improvement. The architecture of defense must change. What Leaders Need to Know Analysis of CISA’s Known Exploited Vulnerabilities over the past four years shows critical vulnerabilities still open at Day 7 worsened from 56% to 63% despite teams closing 6.5x more tickets. Staffing cannot solve this. Of the 52 tracked weaponized vulnerabilities in our study, 88% were patched more slowly than they were exploited — half were weaponized before any patch existed.…