Author: Friend Caio

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Author: Friend Caio

Life is a cycle of observing, learning, and taking action.
A dark server room with glowing green NVIDIA logo and rows of server racks under industrial pipes.

NVIDIA AI Cloud expands global network to cut token costs

The NVIDIA AI Cloud ecosystem is expanding its global footprint to supply purpose-built infrastructure for training, fine-tuning, inference and agentic AI workloads. Partners are deploying localized AI factory capacity to serve enterprises, startups, AI labs, developers and national programs that require high-throughput, cost-efficient compute for frontier and open-source models. Ecosystem role and architecture NVIDIA AI Clouds combine the vendor’s accelerated compute, networking and AI software into validated stack configurations that vary by partner and workload. The architecture...

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Chrome, Safari, and Firefox logos hover above a circuit board with an OPFS folder icon in the foreground.

Browser OPFS flaw lets FROST ID websites with 89% accuracy

Security researchers at Graz University of Technology have detailed a new browser-based side-channel attack that can reveal which websites and applications a user has open by measuring SSD access latency through JavaScript. The technique, named FROST (Fingerprinting Remotely using OPFS-based SSD Timing), achieved about 89% accuracy for identifying visited websites and roughly 96% accuracy for recognizing running applications on an M2 Mac Mini test system. The attack requires only that a victim load a malicious web page and reportedly functions across different browsers. How FROST...

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A metallic Rockstar Games medallion rests on cracked pavement beside a pinned map and chalked "R6" graffiti.

Gta 6 launch in May…be

May has come and gone without the launch many fans once expected for Grand Theft Auto VI, but Rockstar Games has now officially confirmed the game’s new release date: November 19, 2026. The announcement arrived after months of speculation, rumors, and growing anxiety surrounding one of the most anticipated entertainment releases in modern history. The silence around GTA 6 throughout late May intensified discussion across the gaming industry. May 28 had become a widely debated date among fans expecting a possible launch window or major announcement, but Rockstar instead maintained its...

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A glowing network of interconnected nodes rests on a dark desk beside a monitor and mug.

Anthropic Claude Managed Agents adds Memory, Evals, Orchestration

Anthropic has extended its Claude Managed Agents platform with three capabilities — Dreaming, Outcomes, and Multi-Agent Orchestration — consolidating functions that enterprises commonly implement through separate systems into a single runtime. The company positions the updates as improvements that let agents learn from past sessions, measure performance against defined rubrics, and split complex tasks across specialized agents. Memory, evaluation, and orchestration consolidated Dreaming introduces a memory model in which agents reflect on prior interactions and curate...

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A sleek AMD processor with a metallic finish and red accents rests on a circuit-patterned surface.

Ryzen 7 5800X3D 10th Anniversary Edition returning in Q2 2026

AMD is reportedly preparing a special-edition reissue of the Ryzen 7 5800X3D to mark the 10th anniversary of the AM4 socket (2016–2026). Leaks attributed to HXL and covered by industry outlet VideoCardz indicate a Ryzen 7 5800X3D “10th Anniversary Edition” slated for release in Q2 2026, celebrating one of the longest-lived desktop CPU platforms. Technical specifications The leaked materials suggest this anniversary model is a faithful reissue of the original 2022 chip rather than a redesigned refresh. The specification set reproduced in the leak matches the initial...

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A blue pen with a glowing tip rests on a dark surface beside a blurred ID card and documents.

Canvas cyberattack by ShinyHunters locks thousands during finals

A widespread outage of the Canvas learning management system during finals week followed a ransomware incident claimed by the ShinyHunters extortion group, leaving tens of thousands of students at institutions across North America unable to access exams, coursework, and grades. Service outage and restoration Canvas by Instructure experienced an extended maintenance period on Thursday that the company linked to this week's attack. Instructure posted an update late Thursday stating Canvas was available for most users while noting Canvas Beta and Canvas Test remained in maintenance. Despite...

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Glowing NVIDIA and Google logos on a dark circuit-patterned surface, symbolizing tech collaboration.

Gemma 4 brings NVIDIA-optimized local AI across devices

Google and NVIDIA have introduced the Gemma 4 family of open models, specifically optimized for local execution on NVIDIA hardware. These models represent a transition toward on-device intelligence that leverages real-time context to perform complex actions across various form factors. From professional workstations and RTX-powered PCs to the DGX Spark personal AI supercomputer and compact Jetson Orin Nano modules, this initiative scales advanced reasoning and multimodal capabilities directly to the hardware level. Model Specifications and Performance Benchmarks The Gemma 4 lineup includes...

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Apply now: miclaw closed beta limited to Xiaomi 17 and 17 Ultra

Apply now: miclaw closed beta limited to Xiaomi 17 and 17 Ultra

Xiaomi has officially launched t he application phase for the global closed beta of miclaw, an interactive artificial intelligence product designed to operate within the Human x Car x Home ecosystem. Built upon the proprietary MiMo foundation model, the software represents an exploration into the autonomous execution capabilities of large language models. Moving beyond traditional conversational interfaces, the initiative seeks to transition AI into a system-level agent capable of performing tasks independently across the interconnected Xiaomi device landscape. Technical Status and Safety...

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ASUS UGen300 USB AI Accelerator: 40 TOPS, 8GB, Plug-and-Play

ASUS UGen300 USB AI Accelerator: 40 TOPS, 8GB, Plug-and-Play

ASUS has unveiled the UGen300, a pocketable USB AI accelerator built to deliver dedicated on-device inference for both classic and generative AI workloads. The company positions the device as its first USB AI product, with an M.2 form factor offered alongside the USB unit. Design and core specificationsThe UGen300 measures 105 x 50 x 18 mm and centers on a Hailo-10H AI processor that provides 40 AI TOPS of processing power. The unit includes 8 GB of LPDDR4 dedicated memory and connects via a USB-C interface, drawing approximately 2.5 watts during typical operation. ASUS describes the...

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