quality

AppWizard
June 24, 2025
Hypixel Studios has announced the cancellation of its sandbox title, Hytale, due to challenges in meeting evolving expectations and technical demands. CEO Aaron "Noxy" Donaghey stated that despite efforts to salvage the project, compromises would have undermined its uniqueness. The cancellation does not affect the Hypixel server on Minecraft, which will continue its regular activities. Hypixel Studios, part of Riot Games since 2020, is now moving forward without Hytale while valuing its creative legacy.
Winsage
June 24, 2025
Microsoft has introduced a small language model named Mu, designed to perform complex language tasks directly on devices like Copilot+ PCs, operating on a device's Neural Processing Unit. This model improves response times and reduces power and memory consumption compared to larger cloud-based AI models. Mu is developed using insights from Microsoft's Phi models and high-quality educational data, employing techniques such as distillation and low-rank adaptation for fine-tuning. Mu features an encoder–decoder architecture that separates input and output processes, enhancing speed and minimizing latency. It incorporates innovations like rotary positional embeddings, grouped-query attention, and dual LayerNorm. Microsoft also utilized quantization to reduce memory usage and improve speed without sacrificing accuracy, making Mu ideal for on-device applications. To enhance the AI agent in Windows Settings, Mu was fine-tuned with over 3.6 million examples, improving its ability to understand and manage system settings. The model addresses ambiguous commands and provides rapid assistance with precise multi-word commands, while maintaining a compact size that is one-tenth that of similar AI tools. Analysts on Wall Street have a positive outlook on MSFT stock, giving it a Strong Buy consensus rating based on 30 Buys and five Holds, with an average price target of 6.14 per share, indicating a potential upside of 6%.
Winsage
June 24, 2025
Microsoft is shifting its approach to driver management in Windows to improve the quality and security of drivers available through Windows Update. The initiative will phase out legacy drivers and focus on providing only fresh, tested, and compatible drivers. Expired drivers will no longer be available through Windows Update, streamlining the user experience and enhancing system integrity. Manufacturers and developers can republish expired drivers with justification. After an initial cleanup targeting legacy drivers, Microsoft will allow a six-month period for feedback before permanently removing drivers. This process will continue with subsequent batches of drivers. Concerns have been raised about the impact on users of older devices and the potential loss of a valuable resource for reliable drivers.
AppWizard
June 24, 2025
A new 5v5 football game developed by Sloclap is available for £21, playable on Windows 11 and compatible with the Steam Deck. It performs well on systems with a GeForce RTX 3060 Ti, Intel Core i7 12700F, and 16 GB of RAM. The game lacks an instant rematch feature, which can disrupt player camaraderie, and has experienced technical issues, including bugs affecting gameplay. Despite these challenges, the game's visual presentation is impressive, featuring dynamic environments and rewarding notifications that enhance the experience. It emphasizes strategic gameplay over current rosters, making it accessible to a wide audience, including those unfamiliar with football.
Tech Optimizer
June 23, 2025
A diverse array of endpoint security tools has been integral to cyber defense strategies for desktops, laptops, and other end-user devices for the past three decades. The latest evolution is represented by endpoint protection platforms (EPPs), which combine various security capabilities including antivirus software, visibility and monitoring, and endpoint detection and response (EDR). EPPs continuously log, monitor, and analyze events on endpoints to identify suspicious activities, generate alerts, and neutralize threats. They serve as a frontline defense for devices such as desktops, laptops, smartphones, tablets, IoT devices, and other user-facing technologies. Leading EPP solutions include the SentinelOne Singularity Platform and CrowdStrike Falcon. Both platforms offer automation capabilities that generate alerts upon detecting events and can act in real-time to thwart attacks. They provide centralized dashboards and reporting features for analysts and incorporate generative AI threat detection interfaces. The EPPs are compatible with various operating systems, including Windows, Linux, macOS, ChromeOS, Android, and iOS. Pricing for SentinelOne includes: - Singularity Complete: .99 per device annually. - Singularity Commercial: .99 per device per year. - Singularity Enterprise: Pricing available upon request. CrowdStrike pricing options include: - Falcon Go: [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: A diverse array of endpoint security tools has been integral to cyber defense strategies for desktops, laptops, and other end-user devices for the past three decades. The latest evolution in this realm is represented by endpoint protection platforms (EPPs), which amalgamate various security capabilities including antivirus software, visibility and monitoring, as well as endpoint detection and response (EDR). These platforms continuously log, monitor, and analyze events on endpoints to identify suspicious activities, generate alerts, and, when necessary, neutralize threats. EPPs serve as a frontline defense for a range of devices such as desktops, laptops, smartphones, tablets, IoT devices, and other user-facing technologies. Among the leading EPP solutions available today are the SentinelOne Singularity Platform and CrowdStrike Falcon. A closer examination reveals a comparison of their key features, pricing structures, and performance metrics, along with guidance for organizations seeking an EPP that aligns with their security needs. Key features comparison Both Singularity and Falcon offer a robust suite of capabilities: Automation capabilities. Both platforms automatically generate alerts upon detecting events that warrant further investigation. They can act in real-time to thwart attacks, with options for automated responses such as remediation and rollback when malicious activities are identified. Additionally, human analysts have the flexibility to manually initiate these responses through the platforms. Analyst interface. Each EPP provides centralized dashboards and reporting features that analysts utilize to review correlated event data. Furthermore, both platforms incorporate generative AI (GenAI) threat detection interfaces—Purple AI for SentinelOne and Charlotte AI for CrowdStrike—allowing administrators to query the GenAI agent for deeper insights into the analyzed event data. Supported OSes. The EPPs are compatible with various operating systems, including Windows, Linux, macOS, ChromeOS, Android, and iOS. Cybersecurity platform. These platforms feature centralized storage, dashboards, and analytical capabilities for the data generated by their offerings, alongside other cybersecurity and asset information. Pricing comparison As the tools diverge in their offerings, pricing becomes a distinguishing factor, with each platform presenting unique features and add-ons. SentinelOne Singularity pricing options Singularity Complete is priced at 9.99 per device annually, providing endpoint and cloud workload protection. Singularity Commercial costs 9.99 per device per year, encompassing XDR, EPP, EDR capabilities, identity threat detection and response (ITDR), and managed threat hunting (WatchTower). Singularity Enterprise includes comprehensive features such as XDR, EPP, EDR, data retention, ITDR, threat hunting, network discovery (Singularity Network Discovery), forensic data collection (Singularity RemoteOps Forensics), and support services. Pricing is available upon request from SentinelOne. CrowdStrike Falcon pricing options Falcon Go, available at .99 per device per year for up to 100 devices, includes antivirus software (Falcon Prevent), USB device control (Falcon Device Control), mobile device protection (Falcon for Mobile), and support services. Falcon Pro is priced at .99 per device per year, offering Falcon Prevent, Falcon Device Control, host firewall control (Falcon Firewall Management), and support services. Falcon Enterprise costs 4.99 per device annually, featuring Falcon Prevent, Falcon Device Control, Falcon Firewall Management, threat hunting and intelligence (Falcon OverWatch), extended detection and response (Falcon Insight XDR), and support services. Falcon Complete MDR represents CrowdStrike's managed detection and response service, which includes Falcon Prevent, Falcon OverWatch, Falcon Insight XDR, and IT hygiene (Falcon Discover), with options to add firewall and identity protection. Pricing for Complete MDR is available upon inquiry. Additionally, Falcon for Mobile protection for smartphones and tablets can be acquired as a separate add-on for Pro, Enterprise, and Complete MDR plans. Performance and evaluation comparison Feedback from users regarding SentinelOne and CrowdStrike offerings tends to align positively. Verified reviews on Gartner Peer Insights indicate that both EPPs boast an average performance rating of 4.7 out of 5, with 99% of ratings being three stars or higher. In the past year, CrowdStrike's Falcon garnered 724 ratings, while SentinelOne's Singularity received 227. SentinelOne holds a slight edge over CrowdStrike in terms of pricing flexibility, rated at 4.4 compared to 4.2, whereas CrowdStrike excels in the availability of third-party resources, rated at 4.7 against SentinelOne's 4.4. Notably, both platforms were included in the 2023 Mitre ATT&CK Evaluations, which simulated a nation-state attack scenario. In this evaluation, CrowdStrike demonstrated superior attack technique detection, while both platforms exhibited comparable protection capabilities. In the 2024 evaluations, CrowdStrike opted out, allowing SentinelOne to successfully detect all tested attack techniques. Common criticisms of CrowdStrike on Gartner Peer Insights highlight complexities in licensing and insufficient support for hybrid environments. Conversely, SentinelOne users expressed frustration with the Android OS capabilities, which tend to generate a higher number of false positives. Questions to ask when selecting an EPP tool Organizations of all sizes should implement endpoint security tools to safeguard their user devices. Larger enterprises often manage and monitor these tools internally, while smaller organizations may opt for managed services that provide similar endpoint security solutions along with management and monitoring support. Some services even offer incident response capabilities in conjunction with the organization's existing resources. When evaluating endpoint security tools and services, organizations should consider the following questions: How well integrated is the platform? Is there a single agent deployed to each endpoint, or is it a combination of agents? Does the product represent a truly unified platform or merely a collection of services presented under a unified interface? What is the quality of the platform's data gathering, logging, analysis, alerting, and alert prioritization in terms of accuracy, speed, and comprehensiveness? High quality should be the cornerstone of any EPP. How effectively does the platform leverage cyber threat intelligence? What sources does it utilize, and how frequently are they updated? What techniques does the platform employ to analyze events and detect attacks? How adept is it at identifying sophisticated and novel threats? How automated are its capabilities? This encompasses protection, detection, and incident response features. Effective automation that makes sound decisions in real-time can be pivotal in preventing ransomware from affecting multiple endpoints. Karen Scarfone is the principal consultant at Scarfone Cybersecurity in Clifton, Va. She provides cybersecurity publication consulting to organizations and was formerly a senior computer scientist for NIST." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"].99 per device per year for up to 100 devices. - Falcon Pro: .99 per device per year. - Falcon Enterprise: .99 per device annually. - Falcon Complete MDR: Pricing available upon inquiry. User feedback indicates both EPPs have an average performance rating of 4.7 out of 5, with 99% of ratings being three stars or higher. CrowdStrike's Falcon received 724 ratings, while SentinelOne's Singularity received 227. SentinelOne has a slight edge in pricing flexibility (rated 4.4) compared to CrowdStrike (rated 4.2), while CrowdStrike excels in third-party resource availability (rated 4.7) compared to SentinelOne (rated 4.4). Both platforms were included in the 2023 Mitre ATT&CK Evaluations, with CrowdStrike demonstrating superior attack technique detection. Common criticisms of CrowdStrike include complexities in licensing and insufficient support for hybrid environments, while SentinelOne users expressed frustration with Android OS capabilities leading to higher false positives. Organizations should consider integration quality, data gathering and analysis capabilities, cyber threat intelligence utilization, attack detection techniques, and automation levels when selecting an EPP tool.
Tech Optimizer
June 23, 2025
The extended statistics feature in PostgreSQL allows for the collection of additional statistics on specific sets of table columns, which is beneficial for datasets with implicit relationships between columns. For instance, in the power plant dataset, the primary_fuel column is linked to the country column, affecting query results and row count estimates. When using extended statistics, more accurate cardinality estimates can be achieved, such as improving the estimate for Norway from 93 to 1 row after implementing statistics on country and primary_fuel. Extended statistics can be defined in three types: MCV (Most Common Values), ndistinct, and dependencies. MCV is effective for common value combinations, while ndistinct is useful for estimating group counts in operations like GROUP BY. Despite their advantages, extended statistics are rarely used due to concerns about the time-consuming ANALYZE command and the complexity of determining when to create these statistics. Two rules of thumb guide the creation of appropriate statistics: Rule 1 suggests creating statistics based on index definitions, while Rule 2 focuses on real-world filter patterns. The extension concept involves collecting created object IDs and managing the timing for adding statistics definitions to the database. A columns_limit parameter and a stattypes parameter help manage the computational cost of generating extended statistics. Testing the extension showed that running ANALYZE took longer with the extension activated, particularly when including dependencies. Deduplication procedures were introduced to minimize redundant statistics, resulting in modest gains in time and a significant reduction in the volume of statistics. Comparisons with another statistics collector, joinsel, indicated that while it provides some benefits, it lacks the full capabilities of extended statistics, particularly in terms of dependencies.
BetaBeacon
June 23, 2025
aPS3e is an open-source PS3 emulator for Android based on RPCS3. It requires a powerful device for smooth performance and does not support all PS3 games. It supports decrypted PKG and ISO files for games. Controls can be configured using touch controls or a controller. Performance settings can be adjusted to improve gameplay. Custom drivers can be installed for a performance boost.
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