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Steam Machine Verified vs Steam Deck: 47 vs 38 Games [2026]
AppWizard
October 11, 2026

Steam Machine Verified vs Steam Deck: 47 vs 38 Games [2026]

Valve has revealed that as of October 5, 2026, the Steam Machine has 47 verified games, surpassing the Steam Deck's 38 verified games. Three games—Dragon’s Dogma 2, Control Resonant, and The Blood of Dawnwalker—were upgraded from Unsupported on the Steam Deck to Verified on the Steam Machine. The Steam Machine's verification standard requires a resolution of 1080p at 30 frames per second, while the Steam Deck requires 800p at 30 frames per second. The Steam Machine is powered by hardware comparable to an AMD Radeon RX 7600M, while the Steam Deck uses a custom RDNA 2 APU. The analysis of the top 100 best-sellers shows that 38 games are Verified on Steam Deck and 47 on Steam Machine, with 28 playable on Steam Deck and 23 on Steam Machine. There are 19 Unsupported titles on Steam Deck and 15 on Steam Machine. Valve's compatibility documentation states that any game verified on Steam Deck is also guaranteed to be verified on Steam Machine.
Improving Lakebase Postgres compute cache
Tech Optimizer
September 11, 2026

Improving Lakebase Postgres compute cache

Lakebase Postgres employs a disaggregated storage model that enhances data management through efficient caching, utilizing an object store like S3 for backups. The caching operates on two layers: within distributed storage for optimizing write and read performance, and on the Postgres compute side for ultra-fast access to frequently accessed pages. Traditional Postgres caching involves shared buffers and the OS page cache, which leads to double buffering and inefficiencies. Lakebase Postgres addresses these issues by implementing a local file cache (LFC) and larger shared buffers, allowing for more effective memory utilization without the drawbacks of the OS page cache. The shared buffers are set to a maximum of 1 GB, while the LFC can utilize up to 75% of DRAM. The introduction of huge pages reduces memory management overhead and improves performance, resulting in significant throughput increases and reduced latency in production environments. Recent enhancements have shown up to 2× throughput improvements and substantial reductions in CPU usage. The focus is now on extending these benefits to autoscaling Postgres computes, with plans to implement dynamic shared buffers and autoscaling huge pages.
AI upscaling is about to transform Android gaming forever
BetaBeacon
September 8, 2026

AI upscaling is about to transform Android gaming forever

The Arm Mali G2-Ultra graphics chip offers performance improvements of up to 20% in demanding mobile graphics benchmarks compared to the previous generation. It also introduces native AI support through the new NX neural accelerator, which is a hardware accelerator integrated into the GPU's shader core and supports INT8 and INT16 operations. The G2 series offers a wide range of configuration options, including the Ultra range with the highest core count for laptop-class performance, the Premium range for mid-tier mobile options, and the Pro range for budget devices.
Google gives Android developers until February to use less RAM
AppWizard
August 28, 2026

Google gives Android developers until February to use less RAM

AI data centers are consuming memory chips faster than the semiconductor industry can adjust production, affecting the Android ecosystem. Google announced new memory reduction requirements for all applications on Google Play due to hardware supply constraints impacting device memory availability. Every Android application must comply with revised performance thresholds for dynamic memory usage and bitmap allocation, with developers exceeding limits receiving automated notifications. A Memory Limiter tool will be introduced to enforce compliance by restricting non-compliant applications' memory usage. Budget Android devices, particularly those with 4GB of RAM, are at greater risk of crashes without optimization from developers. This policy will impact millions of users in regions with affordable Android phones. Chip foundries like Samsung, SK Hynix, and Micron are reallocating production capacity towards High Bandwidth Memory for AI training chips, leading to a tighter supply of conventional DRAM for consumer devices. Google has not specified numerical thresholds for compliance, and the consequences for non-compliance remain unclear, with only warnings mentioned. The Memory Limiter tools are expected to be rolled out before the end of 2026, with full enforcement starting in February 2027, and a second requirement, Zero Tap Sign-In, will be introduced in April 2027. Development teams should prepare for these changes in the latter half of 2026.
Microsoft Is Quietly Deleting 32 GB RAM Recommendation for Windows 11
Winsage
August 5, 2026

Microsoft Is Quietly Deleting 32 GB RAM Recommendation for Windows 11

Microsoft has revised its guidance on RAM specifications for new PC builds, now recommending devices with 8 GB of RAM as sufficient for running Windows 11 efficiently. The company has removed references to the previous recommendation of 32 GB of RAM from its Windows Learning Center, which had been suggested for optimal performance and gaming experiences. This change follows backlash from gamers regarding the high costs of additional memory during a DRAM shortage. Microsoft is also enhancing the memory efficiency of Windows 11, focusing on optimizing the operating system for devices with 8 GB of RAM and above.
Samsung's new GAIA PC chip challenges Microsoft's Copilot+ program — and why I can only see that as a positive for the AI PC industry
Winsage
July 21, 2026

Samsung’s new GAIA PC chip challenges Microsoft’s Copilot+ program — and why I can only see that as a positive for the AI PC industry

NVIDIA announced the RTX Spark at Computex 2026, prompting competition among major silicon market players, including Intel, AMD, and Qualcomm. Samsung is entering the market with its custom silicon for AI-driven PCs, named GAIA, marking its first development of PC-centric silicon since 2012. GAIA will function as a companion Neural Processing Unit (NPU) rather than a traditional System-on-Chip (SoC). It is expected to use a 4nm process and may incorporate processing-in-memory (PIM) capabilities. Lenovo China and HP USA have received samples for testing. Competitors like Snapdragon X/X2, Intel Core Ultra, and AMD Ryzen AI are integrating NPUs with at least 40 TOPS. Samsung's GAIA has not been officially confirmed, and details regarding TOPS, power consumption, and pricing are unclear. The 40 TOPS benchmark by Microsoft for integrated NPUs raises questions about how GAIA would be evaluated alongside Intel or AMD CPUs.
silver Android smartphone
Winsage
July 21, 2026

Samsung’s new GAIA PC chip challenges Microsoft’s Copilot+ program — and why I can only see that as a positive for the AI PC industry

NVIDIA announced the RTX Spark at Computex 2026, prompting Samsung to develop custom silicon for AI-driven PCs, marking its return to the PC silicon market since the Exynos 5 Dual in 2012. The new silicon, named GAIA, is being created by Samsung's System LSI unit as a companion Neural Processing Unit (NPU) to enhance performance by offloading AI tasks. GAIA is expected to utilize a 4nm process and may explore processing-in-memory (PIM) capabilities with specialized DRAM. Samples of GAIA have been sent to Lenovo China and HP USA for evaluation. Many details about GAIA, including performance metrics and pricing, remain undisclosed. Microsoft has not commented on GAIA's implications for its Copilot+ program, which has a minimum threshold of 40 TOPS for integrated NPUs.
Valve Ships Official Windows Drivers For The Steam Machine, But Installing It Wipes SteamOS Entirely
Winsage
July 7, 2026

Valve Ships Official Windows Drivers For The Steam Machine, But Installing It Wipes SteamOS Entirely

Valve has released official Windows drivers for the Steam Machine, allowing users to install Windows while ensuring compatibility with essential hardware components like the AMD Radeon graphics card, WiFi, Bluetooth, and the SD card reader. However, Valve does not recommend transitioning to Windows OS on the Steam Machine at this time. Installing Windows requires wiping the Steam hardware, as dual-booting with SteamOS is not currently available. Valve plans to update its SteamOS installer with a dual-boot wizard in the future, enabling users to run both operating systems simultaneously. SteamOS is promoted as the preferred operating system, offering a console-like gaming experience and optimized user interface.
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