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Friday, July 18, 2025
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  • AI
    Artificial Intelligence

    The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs

    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker 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

  • Apple
    Automate emails, reports, and more with 1min.AI’s collection of AI tools, now over 80% off

    Your new AI-powered team costs less than $80—meet 1min.AI

    M4 MacBook Air, M4 iPad Pro, Sonos Ace, more 9to5Mac

    M4 MacBook Air, M4 iPad Pro, Sonos Ace, more 9to5Mac

    Apple submits bid for rights to MLB Sunday Night Baseball

    Apple submits bid for rights to MLB Sunday Night Baseball

    These new emoji are coming to your iPhone in iOS 26

    These new emoji are coming to your iPhone in iOS 26

    Foldable iPads, Apple Intelligence blowback, new Apple Music Radio stations

    Apple’s upcoming hardware roadmap, AirPods marketshare, new Vision Pro strap

    Peacock raises its price by $3, now more expensive than nearly all competition

    Peacock raises its price by $3, now more expensive than nearly all competition

    Apple research tackles the English accent of AI

    Meta just poached two more AI researchers from Apple

    Here’s everything new for Apple Notes in iOS 26

    Here’s everything new for Apple Notes in iOS 26

    This upcoming iOS feature will make spam phone calls an issue of the past

    This upcoming iOS feature will make spam phone calls an issue of the past

  • ComputerWorld
    How AI is reshaping Slack

    How AI is reshaping Slack

    Hands on: An early look at Comet — and how AI browsers could change the internet

    Hands on: An early look at Comet — and how AI browsers could change the internet

    LLMs bow to pressure, changing answers when challenged: DeepMind study

    LLMs bow to pressure, changing answers when challenged: DeepMind study

    This will be the name of OpenAI’s rumored browser

    This will be the name of OpenAI’s rumored browser

    4 AI-powered visual search tricks – Computerworld

    4 AI-powered visual search tricks – Computerworld

    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

    The simple Android screen app that saves my sanity – Computerworld

    The simple Android screen app that saves my sanity – Computerworld

    US tech giants bet big on infrastructure-led shift in AI strategy

    US tech giants bet big on infrastructure-led shift in AI strategy

    Cognition agrees to buy what’s left of Windsurf

    Cognition agrees to buy what’s left of Windsurf

  • Gaming
    Zeke Reacts: Super Mario Bros. Movie Teaser Trailer

    Zeke Reacts: Super Mario Bros. Movie Teaser Trailer

    A Hogwarts Legacy Review but I can only Use Other Hogwarts Legacy Reviews to Make it

    A Hogwarts Legacy Review but I can only Use Other Hogwarts Legacy Reviews to Make it

    Epic Games Niye Sevilmiyor?

    Epic Games Niye Sevilmiyor?

    Taking the boat and camper out on the lake | Farming Simulator 19 camping and boating

    Taking the boat and camper out on the lake | Farming Simulator 19 camping and boating

    Sleeping Dogs Definitive Edition | gameplay walkthrough part 5 | Red Chilli Gaming (PC 1440p 60FPS)

    Sleeping Dogs Definitive Edition | gameplay walkthrough part 5 | Red Chilli Gaming (PC 1440p 60FPS)

    OpenAI just launched its new ChatGPT Agent that can make as many as 1 complicated cupcake order per hour, but even Sam Altman says you probably shouldn’t trust it for ‘high-stakes uses’

    OpenAI just launched its new ChatGPT Agent that can make as many as 1 complicated cupcake order per hour, but even Sam Altman says you probably shouldn’t trust it for ‘high-stakes uses’

    Old World Review

    Old World Review

    Karl Urban has no powers in the first trailer for Mortal Kombat 2, he’s ‘just incredibly handsome’

    Karl Urban has no powers in the first trailer for Mortal Kombat 2, he’s ‘just incredibly handsome’

    A capacitor ‘mix-up’ is causing some mini PCs to fail and it’s giving me flashbacks to the great capacitor plague of the early ’00s

    A capacitor ‘mix-up’ is causing some mini PCs to fail and it’s giving me flashbacks to the great capacitor plague of the early ’00s

  • 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
    How to Create Augmented Reality for Education

    How to Create Augmented Reality for Education

    VECTOR ART ON PICSART : How to edit vector art on Picsart tutorial ( tagalog )

    VECTOR ART ON PICSART : How to edit vector art on Picsart tutorial ( tagalog )

    Art Comes Naturally in Upstate New York

    Art Comes Naturally in Upstate New York

    Greeting Card Junk Journal: Index Cards & Masking Tape

    Greeting Card Junk Journal: Index Cards & Masking Tape

    VFX Artist Breaks Down the Best Visual Effects Oscars Nominees | WIRED

    VFX Artist Breaks Down the Best Visual Effects Oscars Nominees | WIRED

    Mixed Media Art Journal Made Easy If You're A Beginner, Or Not!

    Mixed Media Art Journal Made Easy If You're A Beginner, Or Not!

    Super Easy Flower For Beginners| How To Draw a Flower | Drawing An blossom Flower | Fine Arts Tips

    Super Easy Flower For Beginners| How To Draw a Flower | Drawing An blossom Flower | Fine Arts Tips

    Elvis Presley Aloha From Hawaii Silicone Bust Timelapse – Digital Sculpture

    Elvis Presley Aloha From Hawaii Silicone Bust Timelapse – Digital Sculpture

    Pixel Art Timelapse | Sculpture Study| Aseprite

    Pixel Art Timelapse | Sculpture Study| Aseprite

  • Tech Deals
    Fantom Drives – VENOM8 2TB NVMe Gen 4 M.2 Internal SSD – PS5 Memory Upgrade 3D NAND TLC…

    Fantom Drives – VENOM8 2TB NVMe Gen 4 M.2 Internal SSD – PS5 Memory Upgrade 3D NAND TLC…

    CORSAIR Dominator Titanium RGB DDR5 RAM 64GB (2x32GB) DDR5 6600MHz CL32 Intel XMP iCUE…

    CORSAIR Dominator Titanium RGB DDR5 RAM 64GB (2x32GB) DDR5 6600MHz CL32 Intel XMP iCUE…

    Stratos Micro Gaming Desktop – AMD Ryzen 7 5700G, 32GB DDR4 RAM, 1TB NVMe SSD,…

    Stratos Micro Gaming Desktop – AMD Ryzen 7 5700G, 32GB DDR4 RAM, 1TB NVMe SSD,…

    Asrock Z790PGSONIC Mb Asrock Z790 Pg Sonic R

    Asrock Z790PGSONIC Mb Asrock Z790 Pg Sonic R

    Soundcore by Anker, Soundcore Sport X10 True Wireless Bluetooth 5.2 Workout Headphones

    Soundcore by Anker, Soundcore Sport X10 True Wireless Bluetooth 5.2 Workout Headphones

    SK hynix Platinum P41 1TB PCIe NVMe Gen4 M.2 2280 Internal Gaming SSD, Up to 7,000MB/S,…

    SK hynix Platinum P41 1TB PCIe NVMe Gen4 M.2 2280 Internal Gaming SSD, Up to 7,000MB/S,…

    Logitech G413 SE Full-Size Mechanical Gaming Keyboard – Backlit Keyboard with Tactile…

    Logitech G413 SE Full-Size Mechanical Gaming Keyboard – Backlit Keyboard with Tactile…

    Razer Basilisk V3 Customizable Ergonomic Gaming Mouse: Fastest Gaming Mouse Switch -…

    Razer Basilisk V3 Customizable Ergonomic Gaming Mouse: Fastest Gaming Mouse Switch -…

    INNOCN 45C1R 45 Inch 5120 x 1440p Ultrawide Curved Gaming Monitor, R1500, HDR400, USB…

    INNOCN 45C1R 45 Inch 5120 x 1440p Ultrawide Curved Gaming Monitor, R1500, HDR400, USB…

  • 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
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    2 PCS Motorcycle Gear Shift Level Cover, Anti-Slip Rubber Protector for Motorcycle Gear…

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    Tesla employees try to oust Elon, new Volvo, and Micah’s close call

    Electric Bronco, new Model Y, and Waymo’s is bigger than Elon’s

    CAR PASS Line Rider Sporty Front Seat Covers,Gray Car Seat Covers Two Front Seats Only,…

    CAR PASS Line Rider Sporty Front Seat Covers,Gray Car Seat Covers Two Front Seats Only,…

    Lectron J1772 to Tesla Adapter 80 Amp (250V) – EV Charging Adapter Compatible with Tesla…

    Lectron J1772 to Tesla Adapter 80 Amp (250V) – EV Charging Adapter Compatible with Tesla…

    CAR PASS LED Light Rubber Car Mats, Heavy Duty Deep Dish All-Weather Floor Mat Full Set…

    CAR PASS LED Light Rubber Car Mats, Heavy Duty Deep Dish All-Weather Floor Mat Full Set…

    Tesla prepares to launch Model 3+ with 800 km (500 miles) range

    Tesla prepares to launch Model 3+ with 800 km (500 miles) range

    Spigen Front Emblem Logo Full Cover Sticker Designed for Tesla Model 3 2025/2024 Refresh…

    Spigen Front Emblem Logo Full Cover Sticker Designed for Tesla Model 3 2025/2024 Refresh…

    MR.SIGA Microfiber Cleaning Cloth,Pack of 12,Size:12.6″ x 12.6″

    MR.SIGA Microfiber Cleaning Cloth,Pack of 12,Size:12.6″ x 12.6″

  • UFO
    10 SCARY Videos That Will MAKE YOU SICK !

    10 SCARY Videos That Will MAKE YOU SICK !

    Alien / Aliens Double Feature

    Alien / Aliens Double Feature

    Lil Mac N’ Cheese – Unidentified Flying Object

    Lil Mac N’ Cheese – Unidentified Flying Object

    Sunco 6 Pack UFO LED High Bay Light, Shop Lights for Warehouse, Plug & Play, 19500 LM, 150W, 5000K Daylight, Power Cord Included, IP65 Waterproof Shatterproof Fixture UL

    Sunco 6 Pack UFO LED High Bay Light, Shop Lights for Warehouse, Plug & Play, 19500 LM, 150W, 5000K Daylight, Power Cord Included, IP65 Waterproof Shatterproof Fixture UL

    Starship | Fifth Flight Test

    Starship | Fifth Flight Test

    HISDERN Mens Dress Shirts Long Sleeve Button Down Shirts for Men Casual Solid Formal Business Regular Fit Shirt with Pocket

    HISDERN Mens Dress Shirts Long Sleeve Button Down Shirts for Men Casual Solid Formal Business Regular Fit Shirt with Pocket

    QENSPE UFO Paint by Numbers Kit for Adults,Starry Arcylic Painting Kits for Adults,Canvas Forest Bus Painting Kit for Beginners,DIY Oil Painting Kits Art Crafts for Gift, Home Wall Decor 12×16 Inch

    QENSPE UFO Paint by Numbers Kit for Adults,Starry Arcylic Painting Kits for Adults,Canvas Forest Bus Painting Kit for Beginners,DIY Oil Painting Kits Art Crafts for Gift, Home Wall Decor 12×16 Inch

    Dog Mom Dad – Funny Alien Selfie Weimaraner UFO T-Shirt for Men Women

    Dog Mom Dad – Funny Alien Selfie Weimaraner UFO T-Shirt for Men Women

    Best UFO Evidence 2024 UFO videos that Will Make You Believe

    Best UFO Evidence 2024 UFO videos that Will Make You Believe

  • AI
    Artificial Intelligence

    The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs

    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker 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

  • Apple
    Automate emails, reports, and more with 1min.AI’s collection of AI tools, now over 80% off

    Your new AI-powered team costs less than $80—meet 1min.AI

    M4 MacBook Air, M4 iPad Pro, Sonos Ace, more 9to5Mac

    M4 MacBook Air, M4 iPad Pro, Sonos Ace, more 9to5Mac

    Apple submits bid for rights to MLB Sunday Night Baseball

    Apple submits bid for rights to MLB Sunday Night Baseball

    These new emoji are coming to your iPhone in iOS 26

    These new emoji are coming to your iPhone in iOS 26

    Foldable iPads, Apple Intelligence blowback, new Apple Music Radio stations

    Apple’s upcoming hardware roadmap, AirPods marketshare, new Vision Pro strap

    Peacock raises its price by $3, now more expensive than nearly all competition

    Peacock raises its price by $3, now more expensive than nearly all competition

    Apple research tackles the English accent of AI

    Meta just poached two more AI researchers from Apple

    Here’s everything new for Apple Notes in iOS 26

    Here’s everything new for Apple Notes in iOS 26

    This upcoming iOS feature will make spam phone calls an issue of the past

    This upcoming iOS feature will make spam phone calls an issue of the past

  • ComputerWorld
    How AI is reshaping Slack

    How AI is reshaping Slack

    Hands on: An early look at Comet — and how AI browsers could change the internet

    Hands on: An early look at Comet — and how AI browsers could change the internet

    LLMs bow to pressure, changing answers when challenged: DeepMind study

    LLMs bow to pressure, changing answers when challenged: DeepMind study

    This will be the name of OpenAI’s rumored browser

    This will be the name of OpenAI’s rumored browser

    4 AI-powered visual search tricks – Computerworld

    4 AI-powered visual search tricks – Computerworld

    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

    The simple Android screen app that saves my sanity – Computerworld

    The simple Android screen app that saves my sanity – Computerworld

    US tech giants bet big on infrastructure-led shift in AI strategy

    US tech giants bet big on infrastructure-led shift in AI strategy

    Cognition agrees to buy what’s left of Windsurf

    Cognition agrees to buy what’s left of Windsurf

  • Gaming
    Zeke Reacts: Super Mario Bros. Movie Teaser Trailer

    Zeke Reacts: Super Mario Bros. Movie Teaser Trailer

    A Hogwarts Legacy Review but I can only Use Other Hogwarts Legacy Reviews to Make it

    A Hogwarts Legacy Review but I can only Use Other Hogwarts Legacy Reviews to Make it

    Epic Games Niye Sevilmiyor?

    Epic Games Niye Sevilmiyor?

    Taking the boat and camper out on the lake | Farming Simulator 19 camping and boating

    Taking the boat and camper out on the lake | Farming Simulator 19 camping and boating

    Sleeping Dogs Definitive Edition | gameplay walkthrough part 5 | Red Chilli Gaming (PC 1440p 60FPS)

    Sleeping Dogs Definitive Edition | gameplay walkthrough part 5 | Red Chilli Gaming (PC 1440p 60FPS)

    OpenAI just launched its new ChatGPT Agent that can make as many as 1 complicated cupcake order per hour, but even Sam Altman says you probably shouldn’t trust it for ‘high-stakes uses’

    OpenAI just launched its new ChatGPT Agent that can make as many as 1 complicated cupcake order per hour, but even Sam Altman says you probably shouldn’t trust it for ‘high-stakes uses’

    Old World Review

    Old World Review

    Karl Urban has no powers in the first trailer for Mortal Kombat 2, he’s ‘just incredibly handsome’

    Karl Urban has no powers in the first trailer for Mortal Kombat 2, he’s ‘just incredibly handsome’

    A capacitor ‘mix-up’ is causing some mini PCs to fail and it’s giving me flashbacks to the great capacitor plague of the early ’00s

    A capacitor ‘mix-up’ is causing some mini PCs to fail and it’s giving me flashbacks to the great capacitor plague of the early ’00s

  • 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
    How to Create Augmented Reality for Education

    How to Create Augmented Reality for Education

    VECTOR ART ON PICSART : How to edit vector art on Picsart tutorial ( tagalog )

    VECTOR ART ON PICSART : How to edit vector art on Picsart tutorial ( tagalog )

    Art Comes Naturally in Upstate New York

    Art Comes Naturally in Upstate New York

    Greeting Card Junk Journal: Index Cards & Masking Tape

    Greeting Card Junk Journal: Index Cards & Masking Tape

    VFX Artist Breaks Down the Best Visual Effects Oscars Nominees | WIRED

    VFX Artist Breaks Down the Best Visual Effects Oscars Nominees | WIRED

    Mixed Media Art Journal Made Easy If You're A Beginner, Or Not!

    Mixed Media Art Journal Made Easy If You're A Beginner, Or Not!

    Super Easy Flower For Beginners| How To Draw a Flower | Drawing An blossom Flower | Fine Arts Tips

    Super Easy Flower For Beginners| How To Draw a Flower | Drawing An blossom Flower | Fine Arts Tips

    Elvis Presley Aloha From Hawaii Silicone Bust Timelapse – Digital Sculpture

    Elvis Presley Aloha From Hawaii Silicone Bust Timelapse – Digital Sculpture

    Pixel Art Timelapse | Sculpture Study| Aseprite

    Pixel Art Timelapse | Sculpture Study| Aseprite

  • Tech Deals
    Fantom Drives – VENOM8 2TB NVMe Gen 4 M.2 Internal SSD – PS5 Memory Upgrade 3D NAND TLC…

    Fantom Drives – VENOM8 2TB NVMe Gen 4 M.2 Internal SSD – PS5 Memory Upgrade 3D NAND TLC…

    CORSAIR Dominator Titanium RGB DDR5 RAM 64GB (2x32GB) DDR5 6600MHz CL32 Intel XMP iCUE…

    CORSAIR Dominator Titanium RGB DDR5 RAM 64GB (2x32GB) DDR5 6600MHz CL32 Intel XMP iCUE…

    Stratos Micro Gaming Desktop – AMD Ryzen 7 5700G, 32GB DDR4 RAM, 1TB NVMe SSD,…

    Stratos Micro Gaming Desktop – AMD Ryzen 7 5700G, 32GB DDR4 RAM, 1TB NVMe SSD,…

    Asrock Z790PGSONIC Mb Asrock Z790 Pg Sonic R

    Asrock Z790PGSONIC Mb Asrock Z790 Pg Sonic R

    Soundcore by Anker, Soundcore Sport X10 True Wireless Bluetooth 5.2 Workout Headphones

    Soundcore by Anker, Soundcore Sport X10 True Wireless Bluetooth 5.2 Workout Headphones

    SK hynix Platinum P41 1TB PCIe NVMe Gen4 M.2 2280 Internal Gaming SSD, Up to 7,000MB/S,…

    SK hynix Platinum P41 1TB PCIe NVMe Gen4 M.2 2280 Internal Gaming SSD, Up to 7,000MB/S,…

    Logitech G413 SE Full-Size Mechanical Gaming Keyboard – Backlit Keyboard with Tactile…

    Logitech G413 SE Full-Size Mechanical Gaming Keyboard – Backlit Keyboard with Tactile…

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    Razer Basilisk V3 Customizable Ergonomic Gaming Mouse: Fastest Gaming Mouse Switch -…

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    INNOCN 45C1R 45 Inch 5120 x 1440p Ultrawide Curved Gaming Monitor, R1500, HDR400, USB…

  • Techs Got To Eat
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    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

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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

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  • UFO
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    Lil Mac N’ Cheese – Unidentified Flying Object

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    HISDERN Mens Dress Shirts Long Sleeve Button Down Shirts for Men Casual Solid Formal Business Regular Fit Shirt with Pocket

    HISDERN Mens Dress Shirts Long Sleeve Button Down Shirts for Men Casual Solid Formal Business Regular Fit Shirt with Pocket

    QENSPE UFO Paint by Numbers Kit for Adults,Starry Arcylic Painting Kits for Adults,Canvas Forest Bus Painting Kit for Beginners,DIY Oil Painting Kits Art Crafts for Gift, Home Wall Decor 12×16 Inch

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    Dog Mom Dad – Funny Alien Selfie Weimaraner UFO T-Shirt for Men Women

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    Best UFO Evidence 2024 UFO videos that Will Make You Believe

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Home MIT Tech

Model predicts long-term effects of nuclear waste on underground disposal systems | MIT News

MIT Tech by MIT Tech
July 18, 2025
in MIT Tech
Reading Time: 7 mins read
124
A A
0

Zach Winn | MIT News
2025-07-18 00:00:00
news.mit.edu

As countries across the world experience a resurgence in nuclear energy projects, the questions of where and how to dispose of nuclear waste remain as politically fraught as ever. The United States, for instance, has indefinitely stalled its only long-term underground nuclear waste repository. Scientists are using both modeling and experimental methods to study the effects of underground nuclear waste disposal and ultimately, they hope, build public trust in the decision-making process.

New research from scientists at MIT, Lawrence Berkeley National Lab, and the University of Orléans makes progress in that direction. The study shows that simulations of underground nuclear waste interactions, generated by new, high-performance-computing software, aligned well with experimental results from a research facility in Switzerland.

The study, which was co-authored by MIT PhD student Dauren Sarsenbayev and Assistant Professor Haruko Wainwright, along with Christophe Tournassat and Carl Steefel, appears in the journal PNAS.

“These powerful new computational tools, coupled with real-world experiments like those at the Mont Terri research site in Switzerland, help us understand how radionuclides will migrate in coupled underground systems,” says Sarsenbayev, who is first author of the new study.

The authors hope the research will improve confidence among policymakers and the public in the long-term safety of underground nuclear waste disposal.

“This research — coupling both computation and experiments — is important to improve our confidence in waste disposal safety assessments,” says Wainwright. “With nuclear energy re-emerging as a key source for tackling climate change and ensuring energy security, it is critical to validate disposal pathways.”

Comparing simulations with experiments

Disposing of nuclear waste in deep underground geological formations is currently considered the safest long-term solution for managing high-level radioactive waste. As such, much effort has been put into studying the migration behaviors of radionuclides from nuclear waste within various natural and engineered geological materials.

Since its founding in 1996, the Mont Terri research site in northern Switzerland has served as an important test bed for an international consortium of researchers interested in studying materials like Opalinus clay — a thick, water-tight claystone abundant in the tunneled areas of the mountain.

“It is widely regarded as one of the most valuable real-world experiment sites because it provides us with decades of datasets around the interactions of cement and clay, and those are the key materials proposed to be used by countries across the world for engineered barrier systems and geological repositories for nuclear waste,” explains Sarsenbayev.

For their study, Sarsenbayev and Wainwright collaborated with co-authors Tournassat and Steefel, who have developed high-performance computing software to improve modeling of interactions between the nuclear waste and both engineered and natural materials.

To date, several challenges have limited scientists’ understanding of how nuclear waste reacts with cement-clay barriers. For one thing, the barriers are made up of irregularly mixed materials deep underground. Additionally, the existing class of models commonly used to simulate radionuclide interactions with cement-clay do not take into account electrostatic effects associated with the negatively charged clay minerals in the barriers.

Tournassat and Steefel’s new software accounts for electrostatic effects, making it the only one that can simulate those interactions in three-dimensional space. The software, called CrunchODiTi, was developed from established software known as CrunchFlow and was most recently updated this year. It is designed to be run on many high-performance computers at once in parallel.

For the study, the researchers looked at a 13-year-old experiment, with an initial focus on cement-clay rock interactions. Within the last several years, a mix of both negatively and positively charged ions were added to the borehole located near the center of the cement emplaced in the formation. The researchers focused on a 1-centimeter-thick zone between the radionuclides and cement-clay referred to as the “skin.” They compared their experimental results to the software simulation, finding the two datasets aligned.

“The results are quite significant because previously, these models wouldn’t fit field data very well,” Sarsenbayev says. “It’s interesting how fine-scale phenomena at the ‘skin’ between cement and clay, the physical and chemical properties of which changes over time, could be used to reconcile the experimental and simulation data.” 

The experimental results showed the model successfully accounted for electrostatic effects associated with the clay-rich formation and the interaction between materials in Mont Terri over time.

“This is all driven by decades of work to understand what happens at these interfaces,” Sarsenbayev says. “It’s been hypothesized that there is mineral precipitation and porosity clogging at this interface, and our results strongly suggest that.”

“This application requires millions of degrees of freedom because these multibarrier systems require high resolution and a lot of computational power,” Sarsenbayev says. “This software is really ideal for the Mont Terri experiment.”

Assessing waste disposal plans

The new model could now replace older models that have been used to conduct safety and performance assessments of underground geological repositories.

“If the U.S. eventually decides to dispose nuclear waste in a geological repository, then these models could dictate the most appropriate materials to use,” Sarsenbayev says. “For instance, right now clay is considered an appropriate storage material, but salt formations are another potential medium that could be used. These models allow us to see the fate of radionuclides over millennia. We can use them to understand interactions at timespans that vary from months to years to many millions of years.”

Sarsenbayev says the model is reasonably accessible to other researchers and that future efforts may focus on the use of machine learning to develop less computationally expensive surrogate models.

Further data from the experiment will be available later this month. The team plans to compare those data to additional simulations.

“Our collaborators will basically get this block of cement and clay, and they’ll be able to run experiments to determine the exact thickness of the skin along with all of the minerals and processes present at this interface,” Sarsenbayev says. “It’s a huge project and it takes time, but we wanted to share initial data and this software as soon as we could.”

For now, the researchers hope their study leads to a long-term solution for storing nuclear waste that policymakers and the public can support.

“This is an interdisciplinary study that includes real world experiments showing we’re able to predict radionuclides’ fate in the subsurface,” Sarsenbayev says. “The motto of MIT’s Department of Nuclear Science and Engineering is ‘Science. Systems. Society.’ I think this merges all three domains.”

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