models Archives

Tech Optimizer

July 2, 2026

EDB Named a Leader in Multimodel Data Platforms Evaluation

EDB has been recognized as a Leader in The Forrester Wave: Multimodel Data Platforms, Q2 2026, with EDB Postgres AI (EDB PG AI) achieving the highest scores in Vision, Innovation, Roadmap, and Partner Ecosystem criteria. EDB PG AI integrates transactional, analytical, and AI workloads into a unified platform, supporting open-source frameworks and enabling various deployment options. The platform features governance at the data layer and is designed for operational efficiency, allowing organizations to implement sovereign AI quickly. EDB PG AI can be deployed on-premises, in hybrid environments, or across cloud infrastructures, backed by partnerships with companies like Dell, IBM, and NVIDIA.

Tech Optimizer

July 2, 2026

EDB named Forrester Leader in multimodel data platforms

EDB has been recognized as a Leader in Forrester's Multimodel Data Platforms evaluation for Q2 2026 for its EDB Postgres AI platform, receiving the highest scores in Vision, Innovation, Roadmap, and Partner Ecosystem. The platform is designed to manage mixed translytical and AI workload demands, offering flexibility in deployment across on-premises, hybrid, and multi-cloud environments. EDB's recent product update introduced agentic database and converged analytics functionalities, reportedly accelerating database tuning by up to tenfold and reducing analytics ownership costs by as much as 58%. The platform is supported by a partner ecosystem that includes Dell, IBM, NVIDIA, Red Hat, and Supermicro, which plays a crucial role in influencing database purchasing decisions. EDB's roadmap focuses on advancements in GPU-accelerated workloads, semantic intelligence, governance, and knowledge graph functionalities. The emphasis on sovereign deployment aligns with organizations' needs for control over sensitive data amidst stricter regulations.

Winsage

July 2, 2026

3 Old Windows Laptops Still Worth Buying In 2026

In 2026, the laptop purchasing landscape is affected by a price crisis due to AI data center demands, leading to higher costs for RAM, storage, and processors. Buyers are advised to consider laptops manufactured between 2019 and 2024 for compatibility with Windows 11, which requires a minimum of 4GB of RAM, with 8GB being the practical baseline and 16GB recommended for everyday tasks. 1. The Acer Swift X (2022) features an RTX 3050 Ti mobile chip, a Ryzen 5825U processor, and 16GB of LPDDR4X RAM, priced under ,000, and has a 4.4/5 rating on Amazon. 2. The Dell Latitude 7330 (2022) has a 1080p display, an Intel i5-1245U processor, and 16GB of RAM, available for around 0 from third-party sellers, and offers a convertible design. 3. The Acemagic LX15Pro is priced under 0, powered by a 5700U processor, has 16GB of RAM and a 512GB storage drive, and holds a 4.8/5 rating on Best Buy. The laptops were selected based on affordability, compatibility with Windows 11, and availability across multiple retailers.

AppWizard

July 1, 2026

Mid-week Android app deals and freebies: Clank!, Dune, Raiders of the North Sea, more

Mid-week shopping deals for Android enthusiasts include discounts on various games and apps such as Clank!, Dune: Imperium Digital, Munchkin, Raiders of the North Sea, HEAVEN SEEKER, The Isle of Cats, The Fox in the Forest, and Wings of Glory. Additionally, hardware markdowns feature the Galaxy S26 Ultra models at [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: Your mid-week shopping spree is set to delight Android enthusiasts with an enticing array of game and app deals. Featured titles include the engaging Clank!, the strategic Dune: Imperium Digital, the whimsical Munchkin, and the adventurous Raiders of the North Sea. Other noteworthy mentions are HEAVEN SEEKER, The Isle of Cats, The Fox in the Forest, and Wings of Glory, each promising hours of entertainment. In addition to these digital treasures, there's a significant markdown on hardware as well. The Galaxy S26 Ultra models are now available at a remarkable 0 off, while the Galaxy Watch Ultra can be snagged for over 50% less than its regular price. For those looking to enhance their viewing experience, the Google TV Streamer 4K is currently listed at one of its lowest prices to date. Today’s highlight Android app price drops: Clank! - Dive into a world of strategy and adventure. Dune: Imperium Digital - Experience the epic saga of Dune in a digital format. Munchkin - A fun twist on classic role-playing games. Raiders of the North Sea - Embark on a Viking adventure. HEAVEN SEEKER - Explore celestial realms. The Isle of Cats - A family-friendly game of strategy and cat rescue. The Fox in the Forest - A two-player trick-taking game with a fairy tale twist. Wings of Glory - Engage in aerial combat with historical aircraft. More Android app price drops still live: Game Title 1 - Description of the game. Game Title 2 - Description of the game. Game Title 3 - Description of the game. Game Title 4 - Description of the game. Game Title 5 - Description of the game. Game Title 6 - Description of the game. Game Title 7 - Description of the game. Game Title 8 - Description of the game. Game Title 9 - Description of the game. Game Title 10 - Description of the game. As the week unfolds, these deals present a splendid opportunity for both gamers and tech aficionados to enhance their digital collections and devices at attractive prices. FTC: We use income earning auto affiliate links. More." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"] off, the Galaxy Watch Ultra at over 50% off, and the Google TV Streamer 4K at one of its lowest prices.

Winsage

July 1, 2026

I love the PC, but I’m no longer a fan of Windows

Installing Windows 11 involves a complex setup process that emphasizes Microsoft accounts, OneDrive, and personalized advertising, making it feel more like an advertising campaign than a straightforward installation. Users are encouraged to create Microsoft accounts, with local accounts being less accessible. The installation prompts users to enable various services, which can be frustrating and intrusive. The Start menu has transformed to include recommendations and promotional content, cluttering its functionality. Microsoft makes it challenging to switch default applications, reinforcing reliance on its ecosystem. Windows 11 collects significant diagnostic data, raising privacy concerns, and users must actively seek to disable data collection features. Public institutions in Europe are considering alternatives to Microsoft due to these concerns. The trend towards subscription models, such as Microsoft 365, can feel burdensome for home users. Hardware requirements for Windows 11, including TPM 2.0 and Secure Boot, have rendered many older PCs obsolete. Despite criticisms, Windows remains a powerful operating system essential for many workflows. Linux is gaining popularity, especially among gamers, as a viable alternative. Users desire a less intrusive and more user-friendly version of Windows that restores their control over devices without constant interruptions.

Winsage

July 1, 2026

Microsoft hits back at viral MacBook Neo mocking Windows hardware, but the Windows 11 reputation is the real fight

A viral video comparing Apple's MacBook Neo to a Windows gaming laptop, the HP Victus, received 5.4 million views and was criticized for being an unfair comparison. Microsoft responded by showcasing the Dell XPS 13, emphasizing its features such as a touchscreen, robust build quality, and a starting price of 9 for students. The Dell XPS 13 specifications include a 13.4-inch 2.5K touch display, Intel Core 5 320 processor, 8GB of RAM, and up to 512GB SSD storage. The XPS 13 is positioned as a superior alternative to the MacBook Neo, offering more flexibility in RAM configurations and features that appeal to ultraportable laptop consumers. Despite the hardware advantages of the XPS 13, Microsoft faces challenges with the perception of Windows 11, which may affect consumer sentiment.

AppWizard

July 1, 2026

Google has a faster version of Nano Banana with three demo apps you can try right now

Google has introduced the Nano Banana 2 Lite, a faster and more cost-efficient image generation model that can create images from text queries in four seconds. It generates five images in the time the previous model took to produce one and uses less bandwidth, costing [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: Google has unveiled a significant advancement in its image generation capabilities with the introduction of the Nano Banana 2 Lite. This new model is not only faster but also more cost-efficient than its predecessor, Nano Banana 2. Designed to address one of the primary concerns regarding image generators—long wait times—Nano Banana 2 Lite can transform text queries into images in an impressive four seconds. In a demonstration, Google showcased its ability to produce five images in the time it took the older model to generate just one. The efficiency of this model is further highlighted by its reduced bandwidth usage and a cost of only [cyberseo_openai model="gpt-4o-mini" prompt="Rewrite a news story for a business publication, in a calm style with creativity and flair based on text below, making sure it reads like human-written text in a natural way. The article shall NOT include a title, introduction and conclusion. The article shall NOT start from a title. Response language English. Generate HTML-formatted content using tag for a sub-heading. You can use only , , , , and HTML tags if necessary. Text: Edgar Cervantes / Android AuthorityTL;DR Google has released a faster and more cost-efficient image model called Nano Banana 2 Lite. Gemini Omni Flash is rolling out to developers Google has also created three new demo apps that showcase how the two models can work together. One of the issues with image generators is how long it takes for the AI to generate an image. Google is shaving down that wait time with a quicker and leaner model than Nano Banana 2. Along with this new model, it is also expanding Gemini Omni Flash to more users. And to showcase what these two models can do together, the company has created a trio of demo apps.Jumping right in to today’s announcement, Google is releasing Nano Banana 2 Lite. According to the Mountain View-based firm, this is the fastest and most cost-efficient model in the Nano Banana family to date. It’s capable of taking text queries and turning them into images in four seconds. In the example Google provided, the AI was able to generate five images before the old model generated one.In terms of efficiency, it uses less bandwidth and costs $0.034 per 1K image. Nano Banana 2 Lite is available today in AI Mode in Search, the Gemini app, Google AI Studio, Gemini API, Gemini Enterprise Agent Platform, and more. The second part of the announcement deals with the expansion of Gemini Omni Flash. Google first introduced the model during I/O, replacing Veo as the default video generation tool in the Gemini app. Now, Omni Flash is rolling out to developers in Google AI Studio, the Gemini API, and Gemini Enterprise Agent Platform, in addition to the Gemini app and Google Flow.Anywhere appAs mentioned earlier, Google has launched three demo apps to showcase how the two models can work together. The first app is called Anywhere, and transports your image to dozens of iconic landmarks when you upload a photo. Gemini Omni flash then turns the photo and the location into an animated clip. Next up is Space Lift, which is an interior design app that lets you reimagine a room with a photo upload. The last app, Omni product studio, turns static images generated by Nano Banana 2 Lite into e-commerce videos generated by Gemini Omni Flash. Thank you for being part of our community. Read our Comment Policy before posting." temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" ].034 per 1,000 images. Users can access Nano Banana 2 Lite immediately through various platforms, including AI Mode in Search, the Gemini app, Google AI Studio, and the Gemini API. Expansion of Gemini Omni Flash In conjunction with the launch of Nano Banana 2 Lite, Google is also expanding the reach of Gemini Omni Flash. Initially introduced at the I/O event, this model has replaced Veo as the default video generation tool within the Gemini app. Now, it is being rolled out to developers using Google AI Studio, the Gemini API, and the Gemini Enterprise Agent Platform, in addition to its availability in the Gemini app and Google Flow. Innovative Demo Apps To illustrate the capabilities of these two models working in tandem, Google has developed three innovative demo applications. The first, Anywhere, allows users to upload a photo and transport it to various iconic landmarks, with Gemini Omni Flash creating an animated clip from the image and location. The second app, Space Lift, focuses on interior design, enabling users to reimagine a room by uploading a photo. Lastly, Omni Product Studio takes static images generated by Nano Banana 2 Lite and transforms them into dynamic e-commerce videos using Gemini Omni Flash." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"].034 per 1,000 images. Nano Banana 2 Lite is available in various platforms, including AI Mode in Search, the Gemini app, Google AI Studio, and the Gemini API. Additionally, Google is expanding the Gemini Omni Flash model, which has replaced Veo as the default video generation tool in the Gemini app, and is now available to developers in Google AI Studio and other platforms. Google has also launched three demo apps: Anywhere, which animates uploaded photos at iconic landmarks; Space Lift, which allows users to redesign rooms with photo uploads; and Omni Product Studio, which converts static images into e-commerce videos.

Winsage

June 30, 2026

Steve Ballmer once called Linux a “cancer” — it’s funny Windows 10 holdouts may now see it as the cure for Windows 11’s hardware rules and the RAM crisis

Former Microsoft CEO Steve Ballmer initially described Linux as a "cancer" in 2001 but changed his perspective by 2016, supporting Microsoft's decision to port SQL Server to Linux. Microsoft President Brad Smith acknowledged the company's past underestimation of the open-source movement in 2020. Microsoft has integrated open-source solutions into its products, including PowerShell and Visual Studio Code, and launched Azure Linux 4.0. As Microsoft phases out support for Windows 10, critics argue this leads to programmed obsolescence, affecting up to 400 million PCs. Microsoft extended support for Windows 10 through its Extended Security Updates (ESU) program until October 14, 2026, with an additional extension through 2027. Rising hardware costs and stringent requirements for Windows 11 hinder many users' transitions. Advocacy groups are encouraging users to consider Linux, highlighting its advantages. Recent surveys show that 30% of HP PCs still run Windows 10, and a poll indicated that 68% of participants plan to stay with Windows 10 through 2027. There is a growing awareness among consumers regarding the potential shift to open-source alternatives like Linux.

AppWizard

June 30, 2026

Google swears (again) that data-sharing rules will help scammers, threaten your search history

Google is opposing the European Union's proposed amendments to the Digital Markets Act (DMA), warning that these changes could jeopardize user privacy and security. The DMA aims to reduce the dominance of major tech platforms by requiring gatekeepers like Google to share more data with competitors. Google is particularly concerned about the implications of sharing search data and granting third-party AI services access to sensitive Android features, fearing that this could lead to increased fraud and cyberattacks. The European Commission is pushing for Google to provide rival search engines with access to anonymized search data to enhance competition, but Google argues that once this data leaves its infrastructure, it becomes difficult to protect. DuckDuckGo and some researchers believe the Commission's proposals adequately address privacy risks, while others acknowledge the risks but suggest they should be balanced against technical protections. Additionally, EU regulators are advocating for deeper integration of competing AI assistants with Android, which Google warns could compromise existing security measures. Apple has shown support for some of Google's concerns regarding access to operating systems.

Winsage

June 30, 2026

Huge 4th of July Windows Copilot+ PC deals now live at Best Buy up to $830 off: New Snapdragon X2 Elite laptops, 2-in-1s, more

Best Buy has launched a 4th of July event featuring significant discounts on various tech products, including Apple devices, Android smartphones, televisions, and Windows laptops and desktops. The sale includes new laptop deals starting at .99, with notable models like the HP OmniBook X 16-inch 2K OLED touchscreen Copilot+ PC priced at ,099.99 (regularly ,450). Key features of the HP OmniBook X include a Snapdragon X2 Elite processor, a 16-inch 2K OLED touchscreen, 24GB of RAM, a 512GB SSD, and Windows 11 Home. Other highlighted products include Dell and Acer laptops with various specifications and price reductions.