As a consequence to yet another accusation, American technology giant Microsoft quietly removed an online database that contained a whopping 10 million images of almost 1,00,000 people. As per reports, the images were derived from a multitude of search engines and were published in a dataset called MS Celeb in the year 2016. Accusations stated that many people in the dataset were not aware that their images were being used and that their consent wasn’t asked for while capturing the images.
The images in the Microsoft dataset were being used to train AI based facial recognition systems around the world. For instance, Chinese firms SenseTime and Megvii were using the images in the set to develop their software. Moreover, military researchers were also making use of the images to train recognition-based applications. The same dataset was previously used in an AI project to identify various celebrities. Sources state that the database has been directly linked to China’s efforts to crack down on ethnic minorities in the country.
The images of people included in Microsoft’s database were scraped from the web under the Creative Commons License. As per the License, people can academically reuse the images, provided that permission has been granted by the copyright holder of the image, not the subject of the image. Previously, in April 2019, the Chinese government used facial recognition software to keep tabs on 11 million Uighurs (Muslim Minority).
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This may be an alarming wake-up call for conglomerates in the light of the fact that consent is absolutely compulsory. If a check is not kept on the method which is being implemented to capture facial-recognition data, the same data can be used in unethical ways. Law enforcement agencies these days rely heavily on technology to ease investigations, but any software isn’t without its flaws. Further developments will expectedly shine more light on the case, but as of now, Microsoft has not stated anything regarding the matter.
In terms of optics, the device features a single rear 16MP (f/1.7) camera. which supports scene optimization via AI. The camera supports Full HD video recording. For selfies, the company has included a 5MP (f/2.2) aperture front camera, which is placed in the top bezel of the handset. It packs a 2800 mAh replaceable battery, which can be charged via the USB Type-C port present at the bottom of the smartphone. It supports Bluetooth v5.0 and NFC. In addition to a 3.5mm headphone jack, the XCover 4S also has a XCover key which can be assigned to any application or service of choice.
Formally launched on 9th January 2001, iTunes was introduced at a time where music was hugely downloaded via pirated websites and file-sharing platforms. The application had a fairly simple user interface, which made it easy for users to get accustomed to it. It had a simple billing procedure and a detailed yet vast catalogue of music and albums for users to pick from. In a nutshell, the iTunes application provided one of the best user experience at its time. 
Almost two years later, iTunes started offering TV shows for purchase. This marked one of the most defining eras for iTunes, where music was sold alongside videos, making iTunes the perfect go-to entertainment platform. If that wasn’t enough, Apple also introduced movies on iTunes in the year 2006. Apple was tasting a lot of success with its entertainment platform, so it decided to launch the ‘Genius’ feature within iTunes, which recommended new music to users based on previous listening patterns.
The all new iPadOS has a refreshed home screen with widgets support. Users can expand the widgets on one side of the screen, while the application icons take up the rest of the display. A host of multitasking gestures has also been introduced in the new operating system, so that users can simply ‘glide’ through their task list. For instance, users can drag the applications they intend to use and drop them alongside other applications. This will increase the ease with which users perform multiple tasks over different applications. 
Alongside the aforementioned features, Apple also introduced system-wide Dark Mode to the iPadOS that is applied across all applications. Users can install third party custom fonts which can be used while creating documents. Moreover, Apple’s iPad keyboard can now shrink down to a floating keyboard that can be moved across the screen. Pinching the regular keyboard will instantly convert it to the said floating mode. Performance boosts will ensure that users can launch their applications faster, unlock the iPad faster and reduce download sizes by up to 50 percent. 
The Apple Mac Pro runs on the 28 core Intel Xeon processor with 300W of power and state-of-the-art cooling. Apple claims that the cooling system will enable the system to run at maximum power and efficiency. In terms of memory, the Mac Pro supports up to 1.5TB of RAM, which is staggering at the least. Expansion can be done via six-channel memory across 12 DIMM (Dual In-Line Memory Module) slots.
Another highlighting feature of the machine is the presence of eight PCI Express slots. Four out of those eight slots are double-wide, implying that they can house larger expansion cards. Regarding connectivity, the Mac Pro sports 2 USB-C/Thunderbolt 3 ports and two USB-A ports that are present on the front of the case.
Additionally, Apple also launched the MPX module, which is a custom expansion module. In order to provide the components with more power and connectivity speeds, the MPX utilizes the dedicated Thunderbolt 3 module embedded in the motherboard. It can accommodate two graphics cards and sports a custom Thunderbolt connector to plug into the backbone of the motherboard. It also has its own dedicated heat sink for effective heat management.
In terms of graphics, the MPX module can be kitted with AMD’s Radeon Pro Vega 2 or Radeon Pro Vega 2 Duo cards. This will consequently add a total of 4 GPU chips to the Mac Pro, summing up to around 128GB of High Bandwidth Memory graphics. Alongside the MBX module, Apple will also sell an I/O module that will equip the Mac Pro with two more Thunderbolt 3 ports and two USB-A ports, in addition to the 3.5mm headphone jack. A special feature of the I/O module is the “Afterburner”, which is a dedicated video card for graphics and editing. It uses the FPGA (
The company also unveiled a 6K monitor at the WWDC, which is named the Pro Display XDR. The 32-inch LCD display has a 6016 x 3384 px Retina HD screen. The monitor has ultra narrow 9mm bezels. The XDR stands for Extreme Dynamic Range. The display supports Apple’s True Tone automatic colour adjustment for ambient lighting.
The display is 40 percent larger than the 5K display present in the iMac. It has a matte variant called Nanotexture and features an anti-reflective coating. The back of the monitor has a similar design to the Mac Pro, which acts as a heatsink. Apple claims that the screen can hit brightness levels of 1600 nits which will assist during the editing of HDR content. It connects to the Mac Pro via a Thunderbolt 3 cable. Moreover, the Pro Stand included with the monitor is extremely modular and functional. The display can be rotated into vertical mode using the Pro Stand.
