30 September 2024

Microsoft Robots Disassemble and Recycle HDDs

Microsoft invented robots that disassemble defective or worn-out hard disk drives, potentially by the millions, to recycle those valuable materials. At the 2022 Global Hackathon, a team created robots that dismantle hard drives, destroy data by destroying platters, and recycle the remaining parts to extract valuable materials, avoiding the current practice of shredding entire hard drives. The robotic system uses computer vision to recognize different HDD types and locate screws for disassembly. It carefully removes components, destroying only the data-carrying platters, while salvaging parts like magnets and printed circuit boards for reuse. Microsoft uses dozens of different hard drive models at its data centers, and most of them place screws in different places, so Microsoft certainly had to implement some kind of AI to dismantle and recycle its HDDs using robots made by Dobot Robotics.

Around 20 to 70 million hard drives reach the end of their lifecycle each year, and in 2022 alone, Microsoft shredded two million hard drives. It is unclear whether the number includes shredded and dismantled/recycled HDDs or just shredded drives, as even at Microsoft, not all HDDs are recycled. According to Microsoft, this new 'NoShred' approach aims to achieve a 90% reuse and recycle rate of hard drives by 2025. The robots ensure data security by destroying only the data-carrying components while recovering valuable materials like neodymium. It should be noted that in many cases, companies that are supposed to shred their drives do not do that, and these end up collecting dust in storage rooms or going to scrapyards. Microsoft's efforts extend beyond internal improvements. The company is working with hard drive manufacturers and governments to influence global e-waste management policies.

More information:

https://www.tomshardware.com/pc-components/hdds/microsoft-uses-robots-to-disassemble-and-recycle-hdds-company-typically-shreds-two-million-hard-drives-per-year

29 September 2024

MTI 2024 Article

Recently, I co-authored an open-access journal paper that was published at Multimodal Technologies and Interaction, sponsored by the MDPI. The paper is entitled “Extended Reality Educational System with Virtual Teacher Interaction for Enhanced Learning”. The paper introduces an interactive XR intelligent assistant featuring a virtual teacher that interacts dynamically with PowerPoint presentations using OpenAI’s ChatGPT API.

It incorporates multilingual speech-to-text and text-to-speech capabilities, custom lip-syncing solutions, eye gaze, head rotation and gestures. Panoramic images can be used as a sky box giving the illusion that the AI assistant is located at another location. Findings from three pilots indicate that the proposed technology has a lot of potential to be used as an additional tool for enhancing the learning process.

More information:

https://www.mdpi.com/2414-4088/8/9/83

27 September 2024

Brain Controled Amazon Alexa

Synchron is developing a BCI that decodes brain signals to allow people with paralysis the ability to control digital devices with their thoughts alone. Recently, the company announced that its BCI can now be used with Alexa without the need for voice or physical interaction with a touchscreen. Synchron is one of several companies, including Elon Musk’s Neuralink, aiming to commercialize BCIs.

Researchers have been studying these interfaces for decades, mostly in university labs, but no company has received regulatory approval to sell one. Synchron has implanted its BCI in six people in the US and four in Australia as part of early-stage studies and is gearing up to begin a larger trial with more participants. Synchron has also connected the BCI to OpenAI’s ChatGPT and the Apple Vision Pro, a mixed-reality headset.

More information:

https://www.wired.com/story/synchron-amazon-alexa-brain-computer-interface-bci/