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Machine Learning

the AI of ASI Alliance that learns and adapts on Minecraft
AppWizard
November 7, 2024

the AI of ASI Alliance that learns and adapts on Minecraft

The ASI Alliance has introduced AIRIS, an AI system that learns autonomously within Minecraft, representing a significant step towards artificial general intelligence (AGI). AIRIS, which stands for Autonomous Intelligent Reinforcement Inferred Symbolism, is designed to adapt independently in a virtual environment, showcasing dynamic learning capabilities. Developed in collaboration with partners like SingularityNET, Fetch.ai, and Ocean Data, AIRIS utilizes a robust infrastructure to efficiently store and process information. It features real-time environmental adaptation, allowing it to navigate complex terrains and develop its own rules based on observations. AIRIS also aims to cultivate advanced interaction skills, including construction and object creation, potentially enabling collaborative tasks with other agents. The ultimate goal is to apply AIRIS in real-world scenarios, such as autonomous robots and intelligent assistants, across various sectors requiring adaptive learning and problem-solving abilities.
Windows Server 2025 is now available – but Microsoft warns admins to watch out for three major bugs, including one that causes the dreaded blue screen of death
Winsage
November 6, 2024

Windows Server 2025 is now available – but Microsoft warns admins to watch out for three major bugs, including one that causes the dreaded blue screen of death

Microsoft has released Windows Server 2025, succeeding Windows Server 2022, along with System Center 2025. This version supports seamless application deployment across on-premises, hybrid, and cloud environments. Key security enhancements include improved Active Directory cryptographic support and defenses against various attacks on server message block (SMB). New features for cloud services include hotpatching, which requires an additional subscription fee, and integration with Azure Arc for better onboarding and network management. Windows Server 2025 is optimized for AI and machine learning workloads, offering up to 60% more storage IOPs performance than its predecessor. Certain features, such as WordPad and the Windows PowerShell 2.0 engine, have been discontinued. Microsoft has acknowledged three bugs related to installation: English text display issues, problems with high-core-count devices, and a "boot device inaccessible" error in iSCSI environments. Windows Server 2025 is available now, with extended support until 2034 and mainstream support until 2029. Users can upgrade from Windows Server 2012 R2 and Windows Server 2022 will be supported until October 2026. The operating system is compatible with most 64-bit processors, and a list of certified processors is provided.
Windows Server 2025 now generally available, with advanced security, improved performance, and cloud agility  - Microsoft Windows Server Blog
Winsage
November 4, 2024

Windows Server 2025 now generally available, with advanced security, improved performance, and cloud agility  – Microsoft Windows Server Blog

Windows Server 2025 is now generally available, featuring enhanced security capabilities such as improvements to Active Directory, SMB hardening with SMB over QUIC, and Delegate Managed Service Accounts for automated password management. It also introduces hybrid cloud capabilities like hotpatching enabled by Azure Arc, easy Azure Arc onboarding, and unified network policy management. The platform supports demanding workloads with built-in GPU partitioning, NVMe storage performance improvements, and significant enhancements in Hyper-V performance and scalability. System Center 2025 has been released alongside Windows Server 2025, offering improved management capabilities. Microsoft Ignite 2024 will showcase these features, and existing Windows Server customers can access Azure management tools at no extra cost.
Windows Server 2025 released—here are the new features
Winsage
November 4, 2024

Windows Server 2025 released—here are the new features

Microsoft has launched Windows Server 2025, which will be generally available starting November 1, 2024. The new version includes features such as hotpatching, next-gen Active Directory, and SMB over QUIC alternative ports. Windows Server is available through the Long-Term Servicing Channel (LTSC) and the Annual Channel (AC). Key enhancements include: - Hotpatching enabled by Azure Arc for automatic updates and backup options. - NVMe storage performance improvements, offering up to 60% more IOPs compared to Windows Server 2022. - Block cloning support using the ReFS file system. - New Active Directory functionalities, including AD object repair and improved security. - Credential Guard for safeguarding against credential theft. - SMB hardening with secure access to file shares over the Internet. - Delegate Managed Service Accounts (dMSA) for automated password management. - Accelerated Networking (AccelNet) for reduced latency and CPU utilization. - DTrace for real-time system performance monitoring. - Virtualization-based security (VBS) enclaves for enhanced security. - Windows Local Administrator Password Solution (LAPS) for unique password generation and management. Microsoft is investigating known issues, including installation failures and BSOD errors for systems with more than 256 logical processors, boot issues in iSCSI environments, and language display problems during setup. Windows Server 2025 will reach its end of support on October 10, 2029, with extended support ending on October 10, 2034. A free 180-day trial is available through the Microsoft Evaluation Center.
The future of PC gaming will be AI-driven - AMD confirms machine learning FSR 4 for 2025, launching in Call of Duty: Black Ops 6
AppWizard
November 1, 2024

The future of PC gaming will be AI-driven – AMD confirms machine learning FSR 4 for 2025, launching in Call of Duty: Black Ops 6

AMD has confirmed that the FSR 4 upscaling tool will be integrated into Call of Duty: Black Ops 6, set to launch in 2025. This announcement was made by Jack Huynh, Vice President of AMD, during a presentation for the Ryzen 7 9800X3D processor. AMD is also committed to optimizing FSR 3.1 for Black Ops 6 and is collaborating with Activision on machine learning-based FSR technology. Improvements in Fluid Motion Frames (FMF) have been noted, with expectations for enhanced performance in both FMF and the upscaling tool. The integration of FSR 4 is seen as a potential competitive advantage for AMD in the GPU market, particularly against Nvidia's DLSS technology.
Making Adding AI Apps with Postgres Easier for Developers
Tech Optimizer
October 29, 2024

Making Adding AI Apps with Postgres Easier for Developers

Timescale has introduced the pgai Vectorizer, a tool that automates the embedding process within PostgreSQL, allowing developers to create, store, and manage vector embeddings alongside relational data without needing external tools. Built on the pgvector extension, it simplifies the integration of AI into applications for developers lacking AI expertise. The pgai Vectorizer automates embedding creation with a single SQL query, synchronizes data changes to vector embeddings in real-time, allows effortless switching between embedding models, and tracks model versions for backward compatibility. It replaces the need for building ETL pipelines, chunking and formatting data, scaling the embedding creation pipeline, and ensuring synchronization of embeddings and metadata. The pgai suite, launched last June, aims to empower PostgreSQL developers in AI engineering and has expanded to support various AI models. Additionally, the pgvectorscale enhances PostgreSQL's capabilities for large-scale AI use cases, offering performance comparable to dedicated vector databases while being cost-efficient. The pgai tools are open-source, reducing infrastructure costs and streamlining development processes. Recent benchmarks show that Timescale's pgvector outperforms standalone vector databases in performance and cost-effectiveness.
Microsoft's AI Agents idea for Windows 11 is insane, it could change how you use PCs
Winsage
October 29, 2024

Microsoft’s AI Agents idea for Windows 11 is insane, it could change how you use PCs

Microsoft is developing a project called Windows Agent Arena, which aims to create AI agents that can perform tasks on Windows 11 PCs. This open-source framework allows developers to build and test AI agents capable of understanding screen content and executing commands. The AI agents can automate various tasks, such as adjusting privacy settings in Microsoft Edge, installing extensions in VSCode, and modifying settings in applications like VLC and Paint. Researchers have indicated that the initial model can manage up to 150 different tasks, with a specific AI agent named Navi achieving a 19.5% success rate in task completion. Microsoft has also open-sourced a screen-understanding model called "Omniparser" to assist developers in creating more effective agents.
Best Antivirus Deals: Protect your PC or Mac from just $35
Tech Optimizer
October 25, 2024

Best Antivirus Deals: Protect your PC or Mac from just $35

This article discusses various antivirus software options available for purchase, highlighting their features and discounts. - NortonLifeLock 360 Deluxe is 61% off, supports multiple devices, offers 50GB of cloud backup, includes a VPN, Dark Web Monitoring, a password manager, and Smart Firewall. - Malwarebytes 4.0 Complete Protection is 50% off, compatible with three devices, features quick scans, customizable protection levels, and uses AI for threat detection. - BitDefender Premium Security is 30% off, protects multiple devices, includes advanced threat detection, a secure VPN, anti-tracker extension, and privacy features like microphone and webcam protection. - McAfee McAfee+ Advanced is 55% off, provides identity monitoring, up to million in identity theft coverage, a firewall, secure VPN, password manager, file shredder, and parental controls.
Google Messages now has smarter detection to tackle tricky scam messages
AppWizard
October 23, 2024

Google Messages now has smarter detection to tackle tricky scam messages

Google's Messages app is enhancing user security through on-device AI to combat spam and harmful links. Key upgrades include an advanced scam detection system that identifies fraudulent delivery notifications and job offer scams, diverting them to spam or issuing user warnings. The app will also feature smart alerts to warn users about potentially harmful links, currently being tested in select countries. Additionally, users can filter out messages from international senders not in their contacts, directing them to the spam folder. A new feature will automatically blur nudity in images, with warnings for users sharing explicit content; this will be enabled by default for users under 18. Google is also implementing a contact verification system using public keys to authenticate identities. These updates are aimed at enhancing the safety of messaging for over one billion users.
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