data access Archives

BetaBeacon

July 24, 2026

Red Magic Astra 2 Android Tablet Runs Cyberpunk 2077 Without Cloud Streaming

The Red Magic Astra 2 tablet is powered by a Snapdragon 8 Elite Gen 5 processor, up to 16 GB of RAM, and 512 GB of storage. It features a 9-inch 2.4K OLED display with a 185 Hz refresh rate and 1,600 nits of peak brightness. The tablet includes a liquid cooling system to manage heat buildup during intensive use. It can emulate PC games locally, supports external peripherals, and offers customization options for a complete gaming experience. The tablet excels in delivering high-performance gaming but may experience thermal throttling during extended sessions.

AppWizard

July 17, 2026

E.U. Orders Google to Open Android Mic, Camera and Screen to Rival AI Assistants

The European Commission has mandated that Google must provide equal access to rival AI assistants within its Android ecosystem, allowing them to use the same functionalities as Google's Gemini assistant. This includes access to the camera, microphone, and on-screen content, as well as background operation capabilities. Google is required to implement these changes in the upcoming Android 18 release by August 1, 2027. The directive includes two binding specifications under the Digital Markets Act, one of which requires Google to share anonymized search query, click, and ranking data with competing search engines and AI chatbots for a fee. The Android decision involves 11 operating system features, with five classified as restricted, requiring certification for third-party applications. These restricted features include access to on-device data shared by apps, context-aware intelligence, structured on-device integration, screen automation, and system integration. The remaining six features do not require certification, allowing broader access to ambient data, always-on hotword detection, long-press invocation, system-level on-device models, third-party model implementation, and background execution capabilities. Google must establish a Qualified AI Assistant Programme to facilitate access to gated features, allowing third-party Trusted Certification Authorities to certify assistants at no cost. The certification process must be fair and non-discriminatory, and users can consent to bypass the certification requirement for specific services and devices. By August 2027, both certified and user-approved uncertified assistants will be able to interact with applications on a virtual display. Google is also required to anonymize search data before sharing, ensuring user privacy and limiting data access to recipients who meet specific criteria. Kent Walker, Google's president of global affairs, expressed concerns about the security implications of granting external apps access to sensitive device permissions and criticized the anonymization methods for search data. The final measures reflect significant changes from earlier drafts, introducing more stringent requirements regarding data sharing and certification processes.

Tech Optimizer

July 12, 2026

What Is Serverless PostgreSQL?

Serverless PostgreSQL is a fully managed cloud database model that separates compute and storage, allowing them to scale independently and automatically based on demand. It eliminates the need for manual infrastructure provisioning and capacity planning, charging only for active usage. Unlike traditional PostgreSQL setups, which require continuous resource allocation and manual scaling, serverless PostgreSQL provisions resources on demand and can scale down to zero during idle periods. Serverless PostgreSQL integrates with serverless compute platforms, enabling analytical queries to access the same data within a unified architecture. Key differences between traditional and serverless PostgreSQL include manual versus automatic provisioning and scaling, fixed versus usage-based billing, and high versus reduced operational overhead. Lakebase architecture is an emerging model that combines transactional databases with lakehouse foundations, allowing operational and analytical workloads to coexist on a single platform. This architecture minimizes data duplication and simplifies access, enhancing data management and analysis. Serverless PostgreSQL operates on a cloud-native architecture that enhances efficiency by allowing compute and storage to scale autonomously. It features scale-to-zero behavior, where compute resources are suspended when inactive and reactivated upon new queries. Major providers include Databricks Lakebase, Amazon Aurora Serverless v2, and Neon, each offering varying capabilities and integrations. Pricing for serverless PostgreSQL typically includes charges for compute resources, storage, and data transfer, with costs fluctuating based on workload activity. Cold start latency is a performance consideration, as reactivating compute resources can introduce delays. Strategies to mitigate this include keeping resources partially active or selecting providers with minimal cold start impacts. Serverless PostgreSQL is well-suited for OLTP workloads, while lakebase architecture is better for AI development, variable workloads, and environments requiring rapid iteration. Setting up serverless PostgreSQL involves choosing a provider, creating a database instance, and configuring access settings. It can also be used alongside serverless compute platforms for analytics, further extending its capabilities.

AppWizard

June 24, 2026

Minecraft mod hides malware sweeping Australian gaming communities

A new US price point in cybersecurity has made advanced cyber capabilities accessible to a wider audience, including individuals who may want to cause harm for personal reasons rather than financial gain. In Australia, personal cyber insurance products have traditionally focused on risks like identity theft and financial fraud, driven by economic incentives. As the nature of cyber threats evolves, existing insurance products may not adequately cover risks from individuals motivated by personal grievances, prompting a need for insurers to reevaluate coverage, risk assessment, and customer education.

Tech Optimizer

June 20, 2026

Neoclouds, sovereign AI and Postgres: The new operating model for regulated enterprises

Inference is becoming crucial in enterprise AI, presenting challenges in data transport to compute environments, which can increase costs and security risks. Enterprises aim to maintain data integrity and avoid multiple copies. Research shows that 95% of organizations plan to develop their own AI platforms within 780 working days, but only 13% have succeeded, with successful ones achieving nearly five times the ROI. Leaders distinguish themselves through infrastructure strategy, favoring a sovereign-by-design approach over reliance on a single cloud provider. Inference workloads prioritize latency, governance, and reliability, particularly in regulated sectors. Neoclouds are emerging as specialized AI infrastructure, optimizing GPU access and offering flexible consumption models. Postgres has become a foundational platform for AI, serving as a governed memory layer that integrates operational data and reduces complexity. Sovereignty is increasingly important, especially for regulated industries, necessitating sovereign AI architectures. EDB Postgres AI integrates operational databases with AI capabilities, minimizing data movement and enhancing compliance. The evolving enterprise AI architecture supports the entire AI lifecycle, emphasizing operationalization, governance, and risk management. Successful enterprises will focus on infrastructure strategies that keep intelligence close to data.

AppWizard

June 19, 2026

4 security upgrades in Android 17 you didn’t know about, but will be glad to have

Google's Android 17 update is being deployed to Pixel devices, introducing new features such as multitasking bubbles, expanded dark theme controls, and a revamped screen recording interface. Key user preferences from a poll indicate that 32% favor multitasking app bubbles, while other features received varying levels of support. The update includes App Memory Limits to prevent excessive RAM usage by apps, enhancing performance. It also restricts apps from scanning local networks without explicit permission, improving user privacy. Additionally, Android 17 tightens restrictions on dynamic code loading to strengthen malware protection and implements Certificate Transparency protections by default for secure HTTPS connections. Overall, these changes aim to enhance performance, security, and user experience.

Tech Optimizer

June 17, 2026

Databricks Puts AI Search Inside Postgres

Databricks has introduced Lakebase Search, a feature that integrates advanced search capabilities into its Lakebase Postgres database, currently in beta on AWS and Azure. This feature aims to enhance AI agent development by embedding native retrieval functions within the data backend. It addresses the challenge of "Vector Bloat Cost" by utilizing tiered storage for optimized data access and retrieval efficiency. Lakebase Search includes two new Postgres extensions, lakebase_vector and lakebase_text, which enable hybrid search capabilities that combine vector and full-text search functionalities. This integration streamlines the AI agent loop, improving agent-first ergonomics and allowing developers to create more efficient AI systems.

AppWizard

June 16, 2026

5 phone plans you should sign up for instead of Cash App Mobile

Last year, AT&T expanded its partnerships with app-based services, launching Cash App Mobile, which offers unlimited talk, text, and 5G priority data, along with 10GB of hotspot access and international usage in Canada and Mexico. However, the monthly fee has raised concerns due to AT&T's inconsistent coverage in some areas. Cricket Wireless, a premium prepaid carrier owned by AT&T, offers limited support and discounted phones, with pricing that includes taxes and fees and multi-line discounts. US Mobile supports all three major networks, providing plans with unlimited data and international calling, with competitive pricing and double the hotspot data compared to Cash App Mobile. Visible offers plans backed by Verizon's network, with high-priority data and unlimited hotspot capabilities. Metro by T-Mobile provides competitive pricing for unlimited data and hotspot access, especially for customers with unlocked devices. Google Fi offers a plan with a promotional rate, including 50GB of hotspot tethering and international data in over 200 countries, operating on the T-Mobile network. Each carrier presents unique advantages that may better serve potential customers compared to Cash App Mobile.

AppWizard

June 8, 2026

Android Sideloading in 2026: Which Apps Are Worth Installing Outside the Play Store

VidMate apk is a widely used application that operates outside the Play Store and continues to do so into 2026. Sideloading is the process of installing an Android app from a source other than the Google Play Store, using the APK file format. Android supports sideloading, allowing users to enable installations from unknown sources in their device settings. As of 2026, Google requires developers distributing apps outside the Play Store to register, verify their identity with a government-issued ID, and pay a one-time fee. This policy aims to enhance security without eliminating sideloading. Enforcement began in select countries in September 2026 and will continue globally through 2027. Concerns have been raised about the potential barriers this creates for independent developers. In 2026, apps from developers with official websites and established histories are considered safer, while those from anonymous sources carry increased risks. Notable categories of sideloaded apps include video downloaders like VidMate, open-source YouTube clients like NewPipe, ad-blocking browsers, and privacy-focused tools. To install sideloaded apps safely, users should enable the option to install from unknown sources in their device settings and download from official developer websites or trusted repositories like APKMirror, F-Droid, or GitHub. Users should avoid sites that do not identify the app's creator or host unverified uploads.

Tech Optimizer

May 19, 2026

20-Year-Old PostgreSQL Flaw Gets Public PoC Exploit for Remote Code Execution

A proof-of-concept exploit for CVE-2026-2005 has been released, highlighting a significant vulnerability in the PostgreSQL pgcrypto extension that allows for remote code execution (RCE). This flaw, rooted in legacy code for nearly 20 years, enables attackers to escalate privileges and execute arbitrary commands on compromised servers. The vulnerability is found in the PGP session key parsing logic of the pgcrypto module and involves a heap-based buffer overflow, granting attackers arbitrary read and write access to memory. The exploit, shared by researcher “var77” on GitHub, demonstrates a multi-stage process that bypasses modern security measures like Address Space Layout Randomization (ASLR) using specially crafted PGP messages. The attack involves several steps, including heap pointer leakage, arbitrary memory read, identification of executable memory regions, and privilege escalation to the PostgreSQL superuser level, ultimately allowing the execution of OS-level commands. The vulnerability affects PostgreSQL deployments with the pgcrypto extension enabled, particularly those using vulnerable code versions. Successful exploitation can lead to full database compromise, unauthorized data access or modification, and potential lateral movement within networks. Organizations are advised to update PostgreSQL, restrict pgcrypto usage, limit user privileges, and monitor for unusual activity to mitigate risks.