AI platform

AppWizard
January 30, 2026
Hackers are exploiting the Hugging Face AI platform to distribute Android malware through a counterfeit application. The malware, identified by cybersecurity firm Bitdefender, first appeared in an application named TrustBastion. Hugging Face lacks robust filtering mechanisms to regulate user-uploaded content, raising security concerns. Users are advised to download apps only from reputable sources, read reviews, check download numbers and ratings, avoid sideloading APK files, verify publishers and URLs, and regularly scan their devices with Play Protect and antivirus applications.
Tech Optimizer
January 27, 2026
EnterpriseDB (EDB) has released a publication titled "Building a Data and AI Platform with PostgreSQL," authored by experts in PostgreSQL and data platforms. The book aims to guide executives and architects in transitioning generative and agentic AI into production-ready platforms. Research from EDB shows that while 95% of organizations plan to establish AI platforms in the next three years, only 35% currently use PostgreSQL for complex workloads, with just 13% achieving success at scale. The book emphasizes the importance of foundational platform design for successful AI deployment and offers a framework for establishing a platform mindset, identifying necessary architecture and governance, and mitigating data challenges. It has received endorsements from industry leaders, highlighting its practical guidance for moving AI from pilot projects to production. The book is available for purchase and will be distributed at the NVIDIA GTC 2026 conference.
AppWizard
December 30, 2025
Google has introduced the Sensitive App Protection feature in Android Automotive, allowing users to lock individual applications with a PIN to prevent unauthorized access to sensitive information in shared vehicles. This feature aims to enhance privacy amidst the rise of ride-sharing and car-sharing services, addressing concerns about unauthorized app usage by valets and other users. Sensitive App Protection is applicable to family cars and rental vehicles, ensuring that protected apps remain inaccessible without the PIN, even in restricted modes. The feature is designed to improve user privacy in connected cars, coinciding with increasing regulatory scrutiny regarding data handling. User adoption will depend on awareness and ease of use, with early feedback being generally positive. Critics note that while PIN-locking is beneficial, it does not fully address vulnerabilities related to data transmission over unsecured networks. Google plans to transition to the Gemini AI platform, which may enhance security features further. Regulatory bodies are monitoring these developments closely, and ethical considerations regarding access to privacy features for different user demographics are being discussed.
Tech Optimizer
December 16, 2025
EnterpriseDB has introduced new features for EDB Postgres AI for WarehousePG, including per-core pricing and real-time data streaming. WarehousePG is an open-source PostgreSQL data warehouse derived from the Greenplum Database project, part of the EDB Postgres AI platform launched in May 2024. The enhancements include: - Real-time streaming data capabilities for immediate access to data for AI applications. - A predictable per-core pricing model to help manage AI development costs. - Improved data observability and sovereignty features with flexible deployment options across cloud and on-premises environments. These updates aim to address financial pressures associated with AI development, as enterprises increasingly invest in AI technologies. The per-core pricing model stabilizes costs compared to consumption-based models, while the data streaming capabilities support modern AI workflows. The update also includes an AI-ready architecture, flexible deployment options, and data governance features.
Tech Optimizer
December 16, 2025
EnterpriseDB (EDB) has made advancements in its offerings, particularly with EDB Postgres AI (EDB PG AI) for WarehousePG, focusing on petabyte-scale analytics and real-time streaming capabilities. A unified platform is gaining traction, with 42% of enterprises adopting such solutions and 35% standardizing on Postgres. Companies using AI in warehouse operations report ROI up to five times higher. EDB PG AI offers deploy-anywhere flexibility, predictable economic models, and potential cost savings of up to 62% compared to leading cloud data warehouses. It also allows for rapid migrations, including a zero-migration binary swap for Greenplum workloads. EDB is committed to open source, managing WarehousePG as an Apache 2.0-licensed project. Key features include a per-core pricing model, hybrid deployment capabilities, AI-ready architecture, unified analytics, and improved observability and governance. Customers like MNTN and Euronext FX have benefited from EDB's solutions, achieving stability and control over their data management. Kyobo Book Centre has transitioned to EDB PG AI to regain predictable costs and compliance control. The latest enhancements in EDB PG AI's Q4 release include no-code visibility tools for automated storage optimization and proactive security recommendations. EDB is also publishing a guide on building data and AI platforms with PostgreSQL.
Winsage
November 17, 2025
Microsoft Windows chief Pavan Davuluri has shared the company's vision for a future operating system that will utilize artificial intelligence to create a more multi-modal experience. He described Windows as evolving into an "agentic OS" that connects devices, cloud, and AI to enhance productivity and security. However, user reception has been largely negative, with many expressing concerns that Microsoft is prioritizing AI integration over improvements in functionality, reliability, and performance. Software engineer Gergely Orosz criticized this direction, suggesting it may alienate developers. Davuluri acknowledged user criticisms regarding reliability and performance, stating that Microsoft cares about developers and recognizes the need for improvement, though he did not provide specific plans to address these issues. The term "agentic OS" lacks clarity in Microsoft's context, contrasting with more defined applications seen in other companies like Salesforce.
Tech Optimizer
October 27, 2025
EnterpriseDB (EDB) has enhanced its EDB Postgres® AI (EDB PG AI) platform with new features to help enterprises unify data ecosystems, accelerate AI implementations, and transition from legacy systems. The platform focuses on data sovereignty, hybrid deployment adaptability, and operational efficiency in AI. Research indicates that companies prioritizing data and AI sovereignty can achieve ROI up to five times greater and are twice as likely to advance projects to full-scale production. The updated platform includes AI Pipelines for automated data preparation, enhancements to EDB PG AI Factory and Agent Studio for simplified model management, and upgraded migration tools with an AI Copilot for Oracle and Amazon Aurora migrations. These improvements aim to provide hybrid data sovereignty and avoid vendor lock-in while managing data across various infrastructures.
AppWizard
October 26, 2025
During the 2025 MLB World Series, Fox Sports is utilizing a custom AI platform called Gemini to enhance commentary with timely insights based on multiple seasons of MLB play. Major League Baseball is also using AI agents from Google Cloud to identify and fix connectivity issues during broadcasts. This collaboration, known as Fox Foresight, combines Gemini and Google Cloud to provide rapid insights into baseball statistics and trends, improving the viewing experience for fans.
Tech Optimizer
October 5, 2025
EnterpriseDB (EDB) has contributed to PostgreSQL 18, which includes over 200 new features aimed at enhancing support for AI, hybrid deployments, and enterprise performance. Key enhancements include OAuth authentication, optimizer enhancements, Kubernetes-friendly extension management, SQL standards compliance, and flexible index support. EDB's research shows that 35% of enterprises are considering PostgreSQL for AI workloads, with organizations focused on data sovereignty reporting a 12.5 times greater return on investment. EDB has also published "Building a Data and AI Platform with PostgreSQL" to help enterprises build scalable AI systems and is preparing for PostgreSQL 19 and the EDB Postgres AI Database, which will feature advanced functionalities.
Search