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Monday, July 14, 2025
Techcratic
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  • AI
    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

    Artificial Intelligence

    10 Surprising Things You Can Do with Python’s datetime Module

    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

    Artificial Intelligence

    Unlock retail intelligence by transforming data into actionable insights using generative AI with Amazon Q Business

    Artificial Intelligence

    Scale generative AI use cases, Part 1: Multi-tenant hub and spoke architecture using AWS Transit Gateway

    Artificial Intelligence

    Build a just-in-time knowledge base with Amazon Bedrock

  • Apple
    Stop! Don’t plug that USB drive into your Mac until you read this

    Stop! Don’t plug that USB drive into your Mac until you read this

    Get Office 2021 for Mac without the monthly fee nonsense

    A better way to run Office on Mac — lifetime access for $60

    AirTag 2: Here’s what we’re expecting

    AirTag 2: Here’s what we’re expecting

    macOS Tahoe 26: All the new features in Messages

    macOS Tahoe 26: All the new features in Messages

    These are the pros and cons of buying from Apple’s refurbished store: Is it worth it?

    These are the pros and cons of buying from Apple’s refurbished store: Is it worth it?

    New ‘HomePad’ product gets fresh launch timing update

    Report: Apple’s all-new smart home hub is no longer likely to launch this year

    Prime Day can’t compare to this $325 MacBook Pro

    Prime Day can’t compare to this $325 MacBook Pro

    iPhone 17e is reportedly launching next year, here’s what we know so far

    iPhone 17e is reportedly launching next year, here’s what we know so far

    Apple’s M5 chip could continue an unexpected new trend: report

    Apple’s M5 chip could continue an unexpected new trend: report

  • ComputerWorld
    How agentic AI will change IT support roles – Computerworld

    How agentic AI will change IT support roles – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    A magically minimalist Android makeover – Computerworld

    A magically minimalist Android makeover – Computerworld

  • Gaming
    FORSPOKEN – Gameplay And Demo Review (PS5)

    FORSPOKEN – Gameplay And Demo Review (PS5)

    ‘We made it too difficult for players to even get into the raid in the first place’: Final Fantasy 14 director admits its latest dungeon was ‘a misstep in development’

    ‘We made it too difficult for players to even get into the raid in the first place’: Final Fantasy 14 director admits its latest dungeon was ‘a misstep in development’

    Sonic Frontiers Review! – CONTAINS MAJOR SPOILERS

    Sonic Frontiers Review! – CONTAINS MAJOR SPOILERS

    Gotham Knights Review

    Gotham Knights Review

    Mission 20 – Far Cry 3 Walkthrough | NEXTLEVEL WALKTHROUGHS

    Mission 20 – Far Cry 3 Walkthrough | NEXTLEVEL WALKTHROUGHS

    Phoenix Rising Walkthrough | How to Rescue the Phoenix | Hogwarts Legacy

    Phoenix Rising Walkthrough | How to Rescue the Phoenix | Hogwarts Legacy

    NEW PALWORLD DUPLICATION GLITCH SETUP – INFINITE HEXOLITE + MORE – Palworld Dupe Glitch Feybreak DL

    NEW PALWORLD DUPLICATION GLITCH SETUP – INFINITE HEXOLITE + MORE – Palworld Dupe Glitch Feybreak DL

    GOD OF WAR: RAGNAROK – REVIEW (4K)

    GOD OF WAR: RAGNAROK – REVIEW (4K)

    Hypercharge Unboxed / Gameplay  – (Gameplay 4K 60FPS) No Commentary

    Hypercharge Unboxed / Gameplay – (Gameplay 4K 60FPS) No Commentary

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    “Reality is Relative” by Artist Serolod

    “Reality is Relative” by Artist Serolod

    TOP 13 YOUNG ULTRA-CONTEMPORARY ARTISTS YOU NEED TO KNOW

    TOP 13 YOUNG ULTRA-CONTEMPORARY ARTISTS YOU NEED TO KNOW

    Computer Art

    Computer Art

    Sahara Longe: The Other Side of the Mountain @ Arnolfini, Bristol, England

    Sahara Longe: The Other Side of the Mountain @ Arnolfini, Bristol, England

    Procreate Digital Illustration process video | Storytelling & Composition | Our Planet Week

    Procreate Digital Illustration process video | Storytelling & Composition | Our Planet Week

    What's the BEST Digital Art Pen to Draw With in 2025?

    What's the BEST Digital Art Pen to Draw With in 2025?

    Why Augmented Reality Will dominate the market

    Why Augmented Reality Will dominate the market

    Adobe Illustrator Tutorial: Create a Starbucks Vector Art (HD) – 2021

    Adobe Illustrator Tutorial: Create a Starbucks Vector Art (HD) – 2021

    Mixed Media Tags the Easy Way: A Design Team Project for @RachandBellaCrafts

    Mixed Media Tags the Easy Way: A Design Team Project for @RachandBellaCrafts

  • Tech Deals
    Corsair SSD Mounting Bracket Kit 2.5″ to 3.5″ Drive Bay(Cssd-Brkt1), Black

    Corsair SSD Mounting Bracket Kit 2.5″ to 3.5″ Drive Bay(Cssd-Brkt1), Black

    EPOMAKER Click Gaming Mouse Wireless 2.4Ghz/Bluetooth/Type-C, 800 to 42,000 DPI…

    EPOMAKER Click Gaming Mouse Wireless 2.4Ghz/Bluetooth/Type-C, 800 to 42,000 DPI…

    Inland Seas Poly-Bio-Marine Poly Filter Pad, 12″ X 12″ Three Pack Bundle (3 Items)

    Inland Seas Poly-Bio-Marine Poly Filter Pad, 12″ X 12″ Three Pack Bundle (3 Items)

    Logitech G PRO X SUPERLIGHT Wireless Gaming Mouse, Ultra-Lightweight, HERO 25K Sensor,…

    Logitech G PRO X SUPERLIGHT Wireless Gaming Mouse, Ultra-Lightweight, HERO 25K Sensor,…

    Crucial X10 1TB Portable SSD, Up to 2,100MB/s, USB 3.2 USB-C, External Solid State…

    Crucial X10 1TB Portable SSD, Up to 2,100MB/s, USB 3.2 USB-C, External Solid State…

    Stratos Micro Gaming Desktop – NVD GeForce RTX 5080, Intel 14 Core i5-14600K…

    Stratos Micro Gaming Desktop – NVD GeForce RTX 5080, Intel 14 Core i5-14600K…

    CableCreation 2 Pack 3.5mm Stereo Jack Audio Male to Male Adapter Connectors+2 Pack…

    CableCreation 2 Pack 3.5mm Stereo Jack Audio Male to Male Adapter Connectors+2 Pack…

    ASRock Ecran 27″ Phantom Gaming PG27FFT1B Full HD 180Hz (Noir)

    ASRock Ecran 27″ Phantom Gaming PG27FFT1B Full HD 180Hz (Noir)

    NEBULA Mars 3 Outdoor Portable Projector, 1000 ANSI Lumens, AI-Powered Image, Built-In…

    NEBULA Mars 3 Outdoor Portable Projector, 1000 ANSI Lumens, AI-Powered Image, Built-In…

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

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    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla
    Fondwell NACS to CCS Charger Adapter: UL 2252 Safety Compliance Verified by SGS -…

    Fondwell NACS to CCS Charger Adapter: UL 2252 Safety Compliance Verified by SGS -…

    2 PCS Car Gear Shift Knob Cover, Cute Bow Handbrake Grip Cover, Shifter Stick Protective…

    2 PCS Car Gear Shift Knob Cover, Cute Bow Handbrake Grip Cover, Shifter Stick Protective…

    for Garmin GPS Car Mount Cup Holder Replacement 17mm Ball Mount with Adjustable Long Arm…

    for Garmin GPS Car Mount Cup Holder Replacement 17mm Ball Mount with Adjustable Long Arm…

    Upgrade Silicone Mat for 2025 Tesla Model 3 Highland Center Console Wireless Charging…

    Upgrade Silicone Mat for 2025 Tesla Model 3 Highland Center Console Wireless Charging…

    2025 Upgraded for Tesla Supercharger to CCS1 Charging Adapter Max 500A, 1000V- Fast…

    2025 Upgraded for Tesla Supercharger to CCS1 Charging Adapter Max 500A, 1000V- Fast…

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    Splashproof Fenders Compatible with 2024-2025 Model 3 Highland, Vehicle Mud Protection,…

    LUCKEASY for 2026 2025 Tesla Model Y Juniper New Center Console Wireless Charging Pad…

    LUCKEASY for 2026 2025 Tesla Model Y Juniper New Center Console Wireless Charging Pad…

    Silicone Door Handle Protectors for Tesla Cybertruck 2024,Set of 4,Black

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    2 PCS Sunglasses Holder for Car Visor, Magnetic Leather Sunglasses Hanger Clip for Car…

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  • UFO
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    Aliens Invade Earth!

    UFO Tops – Light Ray Base – Metal Dock and Display Compatible with All Models – Cosmic Silver

    UFO Tops – Light Ray Base – Metal Dock and Display Compatible with All Models – Cosmic Silver

    UNBELIEVABLE ACCOUNTS OF ALIEN ABDUCTIONS | Ancient Aliens | #Shorts

    UNBELIEVABLE ACCOUNTS OF ALIEN ABDUCTIONS | Ancient Aliens | #Shorts

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    Space Theme Birthday Candle, Shiny Astronaut Number Candle Spaceship Outer Space Cake Topper Perfect Universe Rocket Spacecraft Cake Decorations and Party Favors(Number 3)

    Joe Rogan Demands PROOF of Aliens! (Shocking Podcast Moment)

    Joe Rogan Demands PROOF of Aliens! (Shocking Podcast Moment)

    Vintage Pug UFO Encounters – Funny UFO and Pug Selfie T-Shirt

    Vintage Pug UFO Encounters – Funny UFO and Pug Selfie T-Shirt

    Unbelievable Encounter with David Hogan Reveals MindBlowing Miracles

    Unbelievable Encounter with David Hogan Reveals MindBlowing Miracles

    K6 Max Drone with Screen Controller with SD card, Brushless Motor, 3 batteries, Waypoint Fly, Optical Flow Localization, Active Obstacle Avoidance, One Key Take Off/Landing.

    K6 Max Drone with Screen Controller with SD card, Brushless Motor, 3 batteries, Waypoint Fly, Optical Flow Localization, Active Obstacle Avoidance, One Key Take Off/Landing.

    Astronomer Carl Sagan talks about alien civilizations #astronomy

    Astronomer Carl Sagan talks about alien civilizations #astronomy

  • AI
    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

    Artificial Intelligence

    10 Surprising Things You Can Do with Python’s datetime Module

    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

    Artificial Intelligence

    Unlock retail intelligence by transforming data into actionable insights using generative AI with Amazon Q Business

    Artificial Intelligence

    Scale generative AI use cases, Part 1: Multi-tenant hub and spoke architecture using AWS Transit Gateway

    Artificial Intelligence

    Build a just-in-time knowledge base with Amazon Bedrock

  • Apple
    Stop! Don’t plug that USB drive into your Mac until you read this

    Stop! Don’t plug that USB drive into your Mac until you read this

    Get Office 2021 for Mac without the monthly fee nonsense

    A better way to run Office on Mac — lifetime access for $60

    AirTag 2: Here’s what we’re expecting

    AirTag 2: Here’s what we’re expecting

    macOS Tahoe 26: All the new features in Messages

    macOS Tahoe 26: All the new features in Messages

    These are the pros and cons of buying from Apple’s refurbished store: Is it worth it?

    These are the pros and cons of buying from Apple’s refurbished store: Is it worth it?

    New ‘HomePad’ product gets fresh launch timing update

    Report: Apple’s all-new smart home hub is no longer likely to launch this year

    Prime Day can’t compare to this $325 MacBook Pro

    Prime Day can’t compare to this $325 MacBook Pro

    iPhone 17e is reportedly launching next year, here’s what we know so far

    iPhone 17e is reportedly launching next year, here’s what we know so far

    Apple’s M5 chip could continue an unexpected new trend: report

    Apple’s M5 chip could continue an unexpected new trend: report

  • ComputerWorld
    How agentic AI will change IT support roles – Computerworld

    How agentic AI will change IT support roles – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    For July, a ‘big, broad’ Patch Tuesday release – Computerworld

    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Will IT turn the AI bot battle into a money maker? (And is that even a good idea?) – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    The fast way to fix a frozen Start menu or taskbar in Windows – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    Microsoft’s 19-hour Outlook outage exposes fragility in cloud infrastructure – Computerworld

    A magically minimalist Android makeover – Computerworld

    A magically minimalist Android makeover – Computerworld

  • Gaming
    FORSPOKEN – Gameplay And Demo Review (PS5)

    FORSPOKEN – Gameplay And Demo Review (PS5)

    ‘We made it too difficult for players to even get into the raid in the first place’: Final Fantasy 14 director admits its latest dungeon was ‘a misstep in development’

    ‘We made it too difficult for players to even get into the raid in the first place’: Final Fantasy 14 director admits its latest dungeon was ‘a misstep in development’

    Sonic Frontiers Review! – CONTAINS MAJOR SPOILERS

    Sonic Frontiers Review! – CONTAINS MAJOR SPOILERS

    Gotham Knights Review

    Gotham Knights Review

    Mission 20 – Far Cry 3 Walkthrough | NEXTLEVEL WALKTHROUGHS

    Mission 20 – Far Cry 3 Walkthrough | NEXTLEVEL WALKTHROUGHS

    Phoenix Rising Walkthrough | How to Rescue the Phoenix | Hogwarts Legacy

    Phoenix Rising Walkthrough | How to Rescue the Phoenix | Hogwarts Legacy

    NEW PALWORLD DUPLICATION GLITCH SETUP – INFINITE HEXOLITE + MORE – Palworld Dupe Glitch Feybreak DL

    NEW PALWORLD DUPLICATION GLITCH SETUP – INFINITE HEXOLITE + MORE – Palworld Dupe Glitch Feybreak DL

    GOD OF WAR: RAGNAROK – REVIEW (4K)

    GOD OF WAR: RAGNAROK – REVIEW (4K)

    Hypercharge Unboxed / Gameplay  – (Gameplay 4K 60FPS) No Commentary

    Hypercharge Unboxed / Gameplay – (Gameplay 4K 60FPS) No Commentary

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    “Reality is Relative” by Artist Serolod

    “Reality is Relative” by Artist Serolod

    TOP 13 YOUNG ULTRA-CONTEMPORARY ARTISTS YOU NEED TO KNOW

    TOP 13 YOUNG ULTRA-CONTEMPORARY ARTISTS YOU NEED TO KNOW

    Computer Art

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    Sahara Longe: The Other Side of the Mountain @ Arnolfini, Bristol, England

    Sahara Longe: The Other Side of the Mountain @ Arnolfini, Bristol, England

    Procreate Digital Illustration process video | Storytelling & Composition | Our Planet Week

    Procreate Digital Illustration process video | Storytelling & Composition | Our Planet Week

    What's the BEST Digital Art Pen to Draw With in 2025?

    What's the BEST Digital Art Pen to Draw With in 2025?

    Why Augmented Reality Will dominate the market

    Why Augmented Reality Will dominate the market

    Adobe Illustrator Tutorial: Create a Starbucks Vector Art (HD) – 2021

    Adobe Illustrator Tutorial: Create a Starbucks Vector Art (HD) – 2021

    Mixed Media Tags the Easy Way: A Design Team Project for @RachandBellaCrafts

    Mixed Media Tags the Easy Way: A Design Team Project for @RachandBellaCrafts

  • Tech Deals
    Corsair SSD Mounting Bracket Kit 2.5″ to 3.5″ Drive Bay(Cssd-Brkt1), Black

    Corsair SSD Mounting Bracket Kit 2.5″ to 3.5″ Drive Bay(Cssd-Brkt1), Black

    EPOMAKER Click Gaming Mouse Wireless 2.4Ghz/Bluetooth/Type-C, 800 to 42,000 DPI…

    EPOMAKER Click Gaming Mouse Wireless 2.4Ghz/Bluetooth/Type-C, 800 to 42,000 DPI…

    Inland Seas Poly-Bio-Marine Poly Filter Pad, 12″ X 12″ Three Pack Bundle (3 Items)

    Inland Seas Poly-Bio-Marine Poly Filter Pad, 12″ X 12″ Three Pack Bundle (3 Items)

    Logitech G PRO X SUPERLIGHT Wireless Gaming Mouse, Ultra-Lightweight, HERO 25K Sensor,…

    Logitech G PRO X SUPERLIGHT Wireless Gaming Mouse, Ultra-Lightweight, HERO 25K Sensor,…

    Crucial X10 1TB Portable SSD, Up to 2,100MB/s, USB 3.2 USB-C, External Solid State…

    Crucial X10 1TB Portable SSD, Up to 2,100MB/s, USB 3.2 USB-C, External Solid State…

    Stratos Micro Gaming Desktop – NVD GeForce RTX 5080, Intel 14 Core i5-14600K…

    Stratos Micro Gaming Desktop – NVD GeForce RTX 5080, Intel 14 Core i5-14600K…

    CableCreation 2 Pack 3.5mm Stereo Jack Audio Male to Male Adapter Connectors+2 Pack…

    CableCreation 2 Pack 3.5mm Stereo Jack Audio Male to Male Adapter Connectors+2 Pack…

    ASRock Ecran 27″ Phantom Gaming PG27FFT1B Full HD 180Hz (Noir)

    ASRock Ecran 27″ Phantom Gaming PG27FFT1B Full HD 180Hz (Noir)

    NEBULA Mars 3 Outdoor Portable Projector, 1000 ANSI Lumens, AI-Powered Image, Built-In…

    NEBULA Mars 3 Outdoor Portable Projector, 1000 ANSI Lumens, AI-Powered Image, Built-In…

  • Techs Got To Eat
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    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

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    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

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    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

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    Astronomer Carl Sagan talks about alien civilizations #astronomy

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Home MIT Tech

Deploying a practical solution to space debris | MIT News

MIT Tech by MIT Tech
May 14, 2025
in MIT Tech
Reading Time: 6 mins read
129
A A
0

Department of Aeronautics and Astronautics | Media Lab
2025-05-14 17:30:00
news.mit.edu

At this moment, there are approximately 35,000 tracked human-generated objects in orbit around Earth. Of these, only about one-third are active payloads: science and communications satellites, research experiments, and other beneficial technology deployments. The rest are categorized as debris — defunct satellites, spent rocket bodies, and the detritus of hundreds of collisions, explosions, planned launch vehicle separations, and other “fragmentation events” that have occurred throughout humanity’s 67 years of space launches. 

The problem of space debris is well documented, and only set to grow in the near term as launch rates increase and fragmentation events escalate accordingly. The clutter of debris — which includes an estimated 1 million objects over 1 centimeter, in addition to the tracked objects — regularly causes damage to satellites, requires the repositioning of the International Space Station, and has the potential to cause catastrophic collisions with increasing frequency. 

To address this issue, in 2019 the World Economic Forum selected a team co-led by MIT Associate Professor Danielle Wood’s Space Enabled Research Group at the MIT Media Lab to create a system for scoring space mission operators on their launch and de-orbit plans, collision-avoidance measures, debris generation, and data sharing, among other factors that would allow for better coordination and maintenance of space objects. The team has developed a system called the Space Sustainability Rating (SSR), and launched it in 2021 as an independent nonprofit. 

“Satellites provide valuable services that impact everyone in the world by helping us understand the environment, communicate globally, navigate, and operate our modern infrastructure. As innovative new missions are proposed that operate thousands of satellites, a new approach is needed to provide space traffic management. National governments and space operators need to design coordination approaches to reduce the risk of losing access to valuable satellite missions,” says Wood, who is jointly appointed in the Program in Media Arts and Sciences and the Department of Aeronautics and Astronautics (AeroAstro). “The Space Sustainability Rating plays a role by compiling internationally recognized responsible on-orbit behaviors, and celebrating space actors that implement them.” 

France-based Eutelsat Group, a geostationary Earth orbit and low Earth orbit satellite operator, signed on as the first constellation operator with a large deployment of satellites to undergo a rating. Eutelsat submitted a mission to SSR for assessment, and was rated on a tiered scoring system based on six performance modules. Eutelsat earned a platinum rating with a score exceeding 80 percent, indicating that the mission demonstrated exceptional sustainability in design, operations, and disposal practices.

As of December 2024, SSR has also provided ratings to operators such as OHB Sweden AB, Stellar, and TU Delft. 

In a new open-access paper published in Acta Astronautica, lead author Minoo Rathnasabapathy, Wood, and the SSR team provide the detailed history, motivation, and design of the Space Sustainability Rating as an incentive system that provides a score for space operators based on their effort to reduce space debris and collision risk. The researchers include AeroAstro alumnus Miles Lifson SM ’20, PhD ’24; University of Texas at Austin professor and former MIT MLK Scholar Moriba Jah; and collaborators from the European Space Agency, BryceTech, and the Swiss Institute of Technology of Lausanne Space Center (eSpace).

The paper provides transparency about the inception of SSR as a cross-organizational collaboration and its development as a composite indicator that evaluates missions across multiple quantifiable factors. The aim of SSR is to provide actionable feedback and a score recognizing operators’ contributions to the space sustainability effort. The paper also addresses the challenges SSR faces in adoption and implementation, and its alignment with various international space debris mitigation guidelines. 

SSR draws heavily on proven rating methodologies from other industries, particularly Leadership in Energy and Environmental Design (LEED) in the building and manufacturing industries, Sustainability Assessment of Food and Agriculture systems (SAFA) in the agriculture industry, and Sustainability Tracking, Assessment and Rating System (STARS) in the education industry. 

“By grounding SSR in quantifiable metrics and testing it across diverse mission profiles, we created a rating system that recognizes sustainable decisions and operations by satellite operators, aligned with international guidelines and industry best practices,” says Rathnasabapathy. 

The Space Sustainability Rating is a nongovernmental approach to encourage space mission operators to take responsible actions to reduce space debris and collision risk. The paper highlights the roles for private sector space operators and public sector space regulators to put steps in place to ensure such responsible actions are pursued. 

The Space Enabled Research Group continues to perform academic research that illustrates the benefits of space missions and government oversight bodies enforcing sustainable and safe space practices. Future work will highlight the need for a sustainability focus as practices such as satellite service and in-space manufacturing start to become more common. 

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