Author: Friend Caio

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Author: Friend Caio

Life is a cycle of observing, learning, and taking action.
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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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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A Crimson Desert game box sits on a textured surface beside a sword and miniature desert diorama.

Crimson Desert review: Brilliant combat, bloated systems

Crimson Desert marks a significant shift for Pearl Abyss, translating its experience in massively multiplayer systems into a dense, single-player open-world adventure. Released on March 19, 2026, the game attempts to combine a wide spectrum of mechanics and design philosophies into one cohesive package. The result is a sprawling and ambitious experience that frequently alternates between moments of brilliance and clear structural shortcomings, reflecting both the studio’s strengths and its growing pains outside the online space. A Vast and Reactive World Set across the continent of...

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Two green smartphones display WhatsApp's parent-managed account settings and a child's login screen on a dark textured surface.

WhatsApp launches parent-managed accounts for pre-teens

WhatsApp is introducing a new type of account designed specifically for younger users, placing control in the hands of parents and guardians. The feature, developed with input from families and experts, aims to adapt the platform for pre-teens by restricting usage primarily to messaging and calls while maintaining the app’s focus on simplicity, privacy, and reliability. How Parent-Managed Accounts Work The setup process requires both the parent’s device and the child’s device to be physically present, allowing the accounts to be linked directly. Once connected, the parent...

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A sleek ASUS device emits a glowing, layered hologram of a futuristic cityscape against a dark urban backdrop.

ASUS Wants to Export Entire Cities Powered by AI

ASUS has unveiled its most ambitious project yet: a fully integrated AI City model designed to be replicated and deployed in cities around the world. Announced at the Smart City Summit & Expo 2026 in Taipei, the initiative brings together the company's hardware, cloud, and software divisions under a single urban intelligence blueprint. A Five-Layer Architecture for the Entire City At the core of the strategy is a Five-Layer AI City Architecture, covering everything from physical computing infrastructure and locally trained AI models to city-scale applications in transportation,...

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