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Thursday, September 18, 2025
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  • AI
    Artificial Intelligence

    Unified multimodal access layer for Quora’s Poe using Amazon Bedrock

    Artificial Intelligence

    5 Strategic Steps to a Seamless AI Integration

    Artificial Intelligence

    Streamline access to ISO-rating content changes with Verisk rating insights and Amazon…

    Artificial Intelligence

    How msg enhanced HR workforce transformation with Amazon Bedrock and msg.ProfileMap

    Artificial Intelligence

    Unlock model insights with log probability support for Amazon Bedrock Custom Model…

    Artificial Intelligence

    5 Tips for Building Optimized Hugging Face Transformer Pipelines

    Artificial Intelligence

    How Yichao “Peak” Ji became a global AI app hitmaker

    Artificial Intelligence

    How Amazon Finance built an AI assistant using Amazon Bedrock and Amazon Kendra to…

    Artificial Intelligence

    5 Reasons Why Vibe Coding Threatens Secure Data App Development

  • Apple

    September 17, 2025 – watchOS 26 features, more

    Mac mini, MacBook Air, 2025 Apple MagSafe charger9to5Mac

    Mac mini, MacBook Air, 2025 Apple MagSafe charger9to5Mac

    Here’s everything new for the Messages app in iOS 26

    Here’s everything new for the Messages app in iOS 26

    Apple promises software update to fix ‘very rare’ iPhone Air camera glitch

    Apple promises software update to fix ‘very rare’ iPhone Air camera glitch

    Apple prepares suppliers for an iPhone sales boost next year, fueled by the new foldable model

    Apple prepares suppliers for an iPhone sales boost next year, fueled by the new foldable model

    Photographer Tyler Stalman reviews the new iPhone cameras

    Photographer Tyler Stalman reviews the new iPhone cameras

    Here’s Apple’s official method to charge your Apple Watch faster

    Here’s Apple’s official method to charge your Apple Watch faster

    WhatsApp for iOS gets message reminders

    WhatsApp for iOS gets message reminders

    Here’s how the iPhone 17 Pro vapor chamber actually works

    Here’s how the iPhone 17 Pro vapor chamber actually works

  • Crypto
    Mavryk Secures $10M From Multibank to Power $10B UAE Real Estate Tokenization

    Mavryk Secures $10M From Multibank to Power $10B UAE Real Estate Tokenization

    Analyst: Trump Rode the Bitcoin Wave to Strengthen the Dollar

    Analyst: Trump Rode the Bitcoin Wave to Strengthen the Dollar

    Global Stage Bridging Washington and Seoul: Web3 Future to Be Discussed at KBW2025

    Global Stage Bridging Washington and Seoul: Web3 Future to Be Discussed at KBW2025

    GD Culture to Acquire Pallas Capital Assets, Adding 7,500 Bitcoin to Treasury

    GD Culture to Acquire Pallas Capital Assets, Adding 7,500 Bitcoin to Treasury

    Forward Industries Files $4 Billion Equity Program, Targets Solana Treasury Expansion

    Forward Industries Files $4 Billion Equity Program, Targets Solana Treasury Expansion

    India Mandates Cybersecurity Audits for Crypto Firms Under FIU’s Directive

    India Mandates Cybersecurity Audits for Crypto Firms Under FIU’s Directive

    Bullish Wins BitLicense, Expands Crypto Services in New York

    Bullish Wins BitLicense, Expands Crypto Services in New York

    Citi Predicts ETH at $4,300 by End of 2025, Citing Investor Optimism Over Activity

    Citi Predicts ETH at $4,300 by End of 2025, Citing Investor Optimism Over Activity

    CME Unleashing XRP Options After $16B Futures Rally Signals Strong Institutional Demand

    CME Unleashing XRP Options After $16B Futures Rally Signals Strong Institutional Demand

  • Gaming
    Elden Ring Shadow of the Erdtree – Scorpion River Catacombs Walkthrough (All Items)

    Elden Ring Shadow of the Erdtree – Scorpion River Catacombs Walkthrough (All Items)

    Elden Ring DLC – Wish I Knew Sooner | Tips, Tricks, & Game Knowledge for New Players

    Elden Ring DLC – Wish I Knew Sooner | Tips, Tricks, & Game Knowledge for New Players

    Elden Ring Rune Farm | Rune Farm In DLC Area | Infinite Runes!

    Elden Ring Rune Farm | Rune Farm In DLC Area | Infinite Runes!

    More D&D Movie Trailer Thoughts | Nerd Immersion

    More D&D Movie Trailer Thoughts | Nerd Immersion

    The Last Pilgrimage – Zelda Breath Of The Wild Walkthrough – Solve Daag Chokah’s Shrine

    The Last Pilgrimage – Zelda Breath Of The Wild Walkthrough – Solve Daag Chokah’s Shrine

    Breath Of The Wild Walkthrough Part 22 – Waterblight Ganon Finished! Mipha's Grace!

    Breath Of The Wild Walkthrough Part 22 – Waterblight Ganon Finished! Mipha's Grace!

    Mezza Lo Shrine- Ancient Trifecta- The Crowned Beast Quests- Zelda BOTW –  walkthrough

    Mezza Lo Shrine- Ancient Trifecta- The Crowned Beast Quests- Zelda BOTW – walkthrough

    A more expensive rapid trigger version of Logitech’s G515 gaming keyboard has just launched and it’s for low-profile fans

    A more expensive rapid trigger version of Logitech’s G515 gaming keyboard has just launched and it’s for low-profile fans

    This Black Myth Wukong build is absolutely BROKEN! I Lvl 25+ one shot build

    This Black Myth Wukong build is absolutely BROKEN! I Lvl 25+ one shot build

  • Retro Rewind
    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Video Game Trader Winter 2014

    Retro Rewind: Video Game Trader Winter 2014

    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

  • Tech Art
    [01_Odyssey] Generative art Exhibition – Dark Room Experience

    [01_Odyssey] Generative art Exhibition – Dark Room Experience

    Viewer Request Print Digital Images From Portrait To Landscape – Digital Collage Club

    Viewer Request Print Digital Images From Portrait To Landscape – Digital Collage Club

    3d drawing easy on paper for beginner

    3d drawing easy on paper for beginner

    Announcing the 2025 Center for Craft Archive Fellows

    Announcing the 2025 Center for Craft Archive Fellows

    Social Media Post Graphic Design   Adobe Photoshop Tutorial

    Social Media Post Graphic Design Adobe Photoshop Tutorial

    Color theory explained

    Color theory explained

    MAGA Is Coming for the Arts!

    MAGA Is Coming for the Arts!

    Computer Art, Cyber Art, Multimedia Art, Digital Art Manipulation, Omni-Manipulation

    Computer Art, Cyber Art, Multimedia Art, Digital Art Manipulation, Omni-Manipulation

    How To Pick the Right Size/Resolution for your Art – Beginner Illustration Tips

    How To Pick the Right Size/Resolution for your Art – Beginner Illustration Tips

  • Tech Deals
    CyberPowerPC Gamer Xtreme VR Gaming PC, Intel Core i5-13400F 2.5GHz, GeForce RTX 5060…

    CyberPowerPC Gamer Xtreme VR Gaming PC, Intel Core i5-13400F 2.5GHz, GeForce RTX 5060…

    Sonic Unleashed – Classics Edition (Xbox 360)

    Sonic Unleashed – Classics Edition (Xbox 360)

    LEGO Jurassic World (PS4)

    LEGO Jurassic World (PS4)

    The Worst-CASE Scenario Card Game – All New Family/Party Game | 0% Trivia, 100% Humorous…

    The Worst-CASE Scenario Card Game – All New Family/Party Game | 0% Trivia, 100% Humorous…

    ATARI 7800 Video Game Cartridge Pole Position II

    ATARI 7800 Video Game Cartridge Pole Position II

    Transcend 2TB External SSD, Up to 1,050MB/s, Dual USB Flash Drive for Pixel10, Tesla,…

    Transcend 2TB External SSD, Up to 1,050MB/s, Dual USB Flash Drive for Pixel10, Tesla,…

    Pioneer Air Conditioner WYS012G-22 Wall Mount Ductless Inverter++ Mini Split Heat Pump,…

    Pioneer Air Conditioner WYS012G-22 Wall Mount Ductless Inverter++ Mini Split Heat Pump,…

    Pioneer DMH-WT6000NEX 10.1″ Single DIN Digital Multimedia Receiver w/Bluetooth…

    Pioneer DMH-WT6000NEX 10.1″ Single DIN Digital Multimedia Receiver w/Bluetooth…

    Logitech G920 Driving Force Racing Wheel and Pedals, Force Feedback + Logitech G Driving…

    Logitech G920 Driving Force Racing Wheel and Pedals, Force Feedback + Logitech G Driving…

  • Techs Got To Eat
    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    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

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

    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

  • Tesla
    Head Up Display for Tesla Model Y 2019-2024 & Model 3 2017-2023 with Wireless/Wired…

    Head Up Display for Tesla Model Y 2019-2024 & Model 3 2017-2023 with Wireless/Wired…

    Car Door Lights Logo Projector Compatible with Tesla Accessories for Model Y 3 X S, 2025…

    Car Door Lights Logo Projector Compatible with Tesla Accessories for Model Y 3 X S, 2025…

    Armor All Car Wash and Car Interior Cleaner Kit, Includes Towel, Tire Foam, Glass Spray,…

    Armor All Car Wash and Car Interior Cleaner Kit, Includes Towel, Tire Foam, Glass Spray,…

    KIKIMO Cargo Mat for 2025 Tesla Model Y Juniper, for Tesla New Model Y 5-Seater…

    KIKIMO Cargo Mat for 2025 Tesla Model Y Juniper, for Tesla New Model Y 5-Seater…

    Maoershan EVA Hard Protective Travel Case Carrying Pouch Cover Bag for Tesla Charging…

    Maoershan EVA Hard Protective Travel Case Carrying Pouch Cover Bag for Tesla Charging…

    iJDMTOY 2pc Set Track Racing Style Direct Fit Silver Aluminum Accelerator and Brake Foot…

    iJDMTOY 2pc Set Track Racing Style Direct Fit Silver Aluminum Accelerator and Brake Foot…

    Shakas Motorcycle Accelerator Throttle Seat, Temperature Resistant High Strength Alloy…

    Shakas Motorcycle Accelerator Throttle Seat, Temperature Resistant High Strength Alloy…

    1pc Wolf Pack Badges Emblems 3D Logo Replacement for Tsla Cybertruck 2024 Car Truck…

    1pc Wolf Pack Badges Emblems 3D Logo Replacement for Tsla Cybertruck 2024 Car Truck…

    CAR PASS Leather and 3D Air Mesh Universal Fit Car Seat Covers, for…

    CAR PASS Leather and 3D Air Mesh Universal Fit Car Seat Covers, for…

  • UFO
    Mototo 6 PCS 63 Inch Giant Inflatable Alien 31.5 Inch Jumbo Blow Up Alien Green Inflatable Toy for Space Party Decoration UFO Theme Spaceship Party Birthday Halloween Easter Christmas Home

    Mototo 6 PCS 63 Inch Giant Inflatable Alien 31.5 Inch Jumbo Blow Up Alien Green Inflatable Toy for Space Party Decoration UFO Theme Spaceship Party Birthday Halloween Easter Christmas Home

    John Deere Men’s Trademark Logo Core Short Sleeve Tee

    John Deere Men’s Trademark Logo Core Short Sleeve Tee

    The History of UFOs

    The History of UFOs

    Alien Birthday Party Decorations Door Curtain with Foil Fringe Tinsel Spacecraft Flying Saucer Spaceship Hanging Banner for Alien Halloween Party(Fluorescent Yellow)

    Alien Birthday Party Decorations Door Curtain with Foil Fringe Tinsel Spacecraft Flying Saucer Spaceship Hanging Banner for Alien Halloween Party(Fluorescent Yellow)

    What is “Alive” in Alien Stage’s Wiege Music Video? THEORY #alienstage analysis

    What is “Alive” in Alien Stage’s Wiege Music Video? THEORY #alienstage analysis

    YJYart Home Decor Pink Blossom Hand Painted 30×60 Inch Colorful Wall Art Large Canvas Wall Art for Living Room Bedroom Office Kitchen

    YJYart Home Decor Pink Blossom Hand Painted 30×60 Inch Colorful Wall Art Large Canvas Wall Art for Living Room Bedroom Office Kitchen

    The Proof Is Out There: UFO Encounters Terrify Witnesses

    The Proof Is Out There: UFO Encounters Terrify Witnesses

    Womens Roswell High School Hornets V-Neck T-Shirt

    Womens Roswell High School Hornets V-Neck T-Shirt

    SOJOS Retro Polarized Square Aviator Sunglasses for Women Men Vintage 70s UV400 Protection Shade SJ2609

    SOJOS Retro Polarized Square Aviator Sunglasses for Women Men Vintage 70s UV400 Protection Shade SJ2609

  • AI
    Artificial Intelligence

    Unified multimodal access layer for Quora’s Poe using Amazon Bedrock

    Artificial Intelligence

    5 Strategic Steps to a Seamless AI Integration

    Artificial Intelligence

    Streamline access to ISO-rating content changes with Verisk rating insights and Amazon…

    Artificial Intelligence

    How msg enhanced HR workforce transformation with Amazon Bedrock and msg.ProfileMap

    Artificial Intelligence

    Unlock model insights with log probability support for Amazon Bedrock Custom Model…

    Artificial Intelligence

    5 Tips for Building Optimized Hugging Face Transformer Pipelines

    Artificial Intelligence

    How Yichao “Peak” Ji became a global AI app hitmaker

    Artificial Intelligence

    How Amazon Finance built an AI assistant using Amazon Bedrock and Amazon Kendra to…

    Artificial Intelligence

    5 Reasons Why Vibe Coding Threatens Secure Data App Development

  • Apple

    September 17, 2025 – watchOS 26 features, more

    Mac mini, MacBook Air, 2025 Apple MagSafe charger9to5Mac

    Mac mini, MacBook Air, 2025 Apple MagSafe charger9to5Mac

    Here’s everything new for the Messages app in iOS 26

    Here’s everything new for the Messages app in iOS 26

    Apple promises software update to fix ‘very rare’ iPhone Air camera glitch

    Apple promises software update to fix ‘very rare’ iPhone Air camera glitch

    Apple prepares suppliers for an iPhone sales boost next year, fueled by the new foldable model

    Apple prepares suppliers for an iPhone sales boost next year, fueled by the new foldable model

    Photographer Tyler Stalman reviews the new iPhone cameras

    Photographer Tyler Stalman reviews the new iPhone cameras

    Here’s Apple’s official method to charge your Apple Watch faster

    Here’s Apple’s official method to charge your Apple Watch faster

    WhatsApp for iOS gets message reminders

    WhatsApp for iOS gets message reminders

    Here’s how the iPhone 17 Pro vapor chamber actually works

    Here’s how the iPhone 17 Pro vapor chamber actually works

  • Crypto
    Mavryk Secures $10M From Multibank to Power $10B UAE Real Estate Tokenization

    Mavryk Secures $10M From Multibank to Power $10B UAE Real Estate Tokenization

    Analyst: Trump Rode the Bitcoin Wave to Strengthen the Dollar

    Analyst: Trump Rode the Bitcoin Wave to Strengthen the Dollar

    Global Stage Bridging Washington and Seoul: Web3 Future to Be Discussed at KBW2025

    Global Stage Bridging Washington and Seoul: Web3 Future to Be Discussed at KBW2025

    GD Culture to Acquire Pallas Capital Assets, Adding 7,500 Bitcoin to Treasury

    GD Culture to Acquire Pallas Capital Assets, Adding 7,500 Bitcoin to Treasury

    Forward Industries Files $4 Billion Equity Program, Targets Solana Treasury Expansion

    Forward Industries Files $4 Billion Equity Program, Targets Solana Treasury Expansion

    India Mandates Cybersecurity Audits for Crypto Firms Under FIU’s Directive

    India Mandates Cybersecurity Audits for Crypto Firms Under FIU’s Directive

    Bullish Wins BitLicense, Expands Crypto Services in New York

    Bullish Wins BitLicense, Expands Crypto Services in New York

    Citi Predicts ETH at $4,300 by End of 2025, Citing Investor Optimism Over Activity

    Citi Predicts ETH at $4,300 by End of 2025, Citing Investor Optimism Over Activity

    CME Unleashing XRP Options After $16B Futures Rally Signals Strong Institutional Demand

    CME Unleashing XRP Options After $16B Futures Rally Signals Strong Institutional Demand

  • Gaming
    Elden Ring Shadow of the Erdtree – Scorpion River Catacombs Walkthrough (All Items)

    Elden Ring Shadow of the Erdtree – Scorpion River Catacombs Walkthrough (All Items)

    Elden Ring DLC – Wish I Knew Sooner | Tips, Tricks, & Game Knowledge for New Players

    Elden Ring DLC – Wish I Knew Sooner | Tips, Tricks, & Game Knowledge for New Players

    Elden Ring Rune Farm | Rune Farm In DLC Area | Infinite Runes!

    Elden Ring Rune Farm | Rune Farm In DLC Area | Infinite Runes!

    More D&D Movie Trailer Thoughts | Nerd Immersion

    More D&D Movie Trailer Thoughts | Nerd Immersion

    The Last Pilgrimage – Zelda Breath Of The Wild Walkthrough – Solve Daag Chokah’s Shrine

    The Last Pilgrimage – Zelda Breath Of The Wild Walkthrough – Solve Daag Chokah’s Shrine

    Breath Of The Wild Walkthrough Part 22 – Waterblight Ganon Finished! Mipha's Grace!

    Breath Of The Wild Walkthrough Part 22 – Waterblight Ganon Finished! Mipha's Grace!

    Mezza Lo Shrine- Ancient Trifecta- The Crowned Beast Quests- Zelda BOTW –  walkthrough

    Mezza Lo Shrine- Ancient Trifecta- The Crowned Beast Quests- Zelda BOTW – walkthrough

    A more expensive rapid trigger version of Logitech’s G515 gaming keyboard has just launched and it’s for low-profile fans

    A more expensive rapid trigger version of Logitech’s G515 gaming keyboard has just launched and it’s for low-profile fans

    This Black Myth Wukong build is absolutely BROKEN! I Lvl 25+ one shot build

    This Black Myth Wukong build is absolutely BROKEN! I Lvl 25+ one shot build

  • Retro Rewind
    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Game Players Issue 80 Magazine January 1996

    Retro Rewind: Video Game Trader Winter 2014

    Retro Rewind: Video Game Trader Winter 2014

    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

  • Tech Art
    [01_Odyssey] Generative art Exhibition – Dark Room Experience

    [01_Odyssey] Generative art Exhibition – Dark Room Experience

    Viewer Request Print Digital Images From Portrait To Landscape – Digital Collage Club

    Viewer Request Print Digital Images From Portrait To Landscape – Digital Collage Club

    3d drawing easy on paper for beginner

    3d drawing easy on paper for beginner

    Announcing the 2025 Center for Craft Archive Fellows

    Announcing the 2025 Center for Craft Archive Fellows

    Social Media Post Graphic Design   Adobe Photoshop Tutorial

    Social Media Post Graphic Design Adobe Photoshop Tutorial

    Color theory explained

    Color theory explained

    MAGA Is Coming for the Arts!

    MAGA Is Coming for the Arts!

    Computer Art, Cyber Art, Multimedia Art, Digital Art Manipulation, Omni-Manipulation

    Computer Art, Cyber Art, Multimedia Art, Digital Art Manipulation, Omni-Manipulation

    How To Pick the Right Size/Resolution for your Art – Beginner Illustration Tips

    How To Pick the Right Size/Resolution for your Art – Beginner Illustration Tips

  • Tech Deals
    CyberPowerPC Gamer Xtreme VR Gaming PC, Intel Core i5-13400F 2.5GHz, GeForce RTX 5060…

    CyberPowerPC Gamer Xtreme VR Gaming PC, Intel Core i5-13400F 2.5GHz, GeForce RTX 5060…

    Sonic Unleashed – Classics Edition (Xbox 360)

    Sonic Unleashed – Classics Edition (Xbox 360)

    LEGO Jurassic World (PS4)

    LEGO Jurassic World (PS4)

    The Worst-CASE Scenario Card Game – All New Family/Party Game | 0% Trivia, 100% Humorous…

    The Worst-CASE Scenario Card Game – All New Family/Party Game | 0% Trivia, 100% Humorous…

    ATARI 7800 Video Game Cartridge Pole Position II

    ATARI 7800 Video Game Cartridge Pole Position II

    Transcend 2TB External SSD, Up to 1,050MB/s, Dual USB Flash Drive for Pixel10, Tesla,…

    Transcend 2TB External SSD, Up to 1,050MB/s, Dual USB Flash Drive for Pixel10, Tesla,…

    Pioneer Air Conditioner WYS012G-22 Wall Mount Ductless Inverter++ Mini Split Heat Pump,…

    Pioneer Air Conditioner WYS012G-22 Wall Mount Ductless Inverter++ Mini Split Heat Pump,…

    Pioneer DMH-WT6000NEX 10.1″ Single DIN Digital Multimedia Receiver w/Bluetooth…

    Pioneer DMH-WT6000NEX 10.1″ Single DIN Digital Multimedia Receiver w/Bluetooth…

    Logitech G920 Driving Force Racing Wheel and Pedals, Force Feedback + Logitech G Driving…

    Logitech G920 Driving Force Racing Wheel and Pedals, Force Feedback + Logitech G Driving…

  • Techs Got To Eat
    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    Spicy Chickpea Shakshuka Mug: 5-Minute Vegetarian Fuel

    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

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

    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

  • Tesla
    Head Up Display for Tesla Model Y 2019-2024 & Model 3 2017-2023 with Wireless/Wired…

    Head Up Display for Tesla Model Y 2019-2024 & Model 3 2017-2023 with Wireless/Wired…

    Car Door Lights Logo Projector Compatible with Tesla Accessories for Model Y 3 X S, 2025…

    Car Door Lights Logo Projector Compatible with Tesla Accessories for Model Y 3 X S, 2025…

    Armor All Car Wash and Car Interior Cleaner Kit, Includes Towel, Tire Foam, Glass Spray,…

    Armor All Car Wash and Car Interior Cleaner Kit, Includes Towel, Tire Foam, Glass Spray,…

    KIKIMO Cargo Mat for 2025 Tesla Model Y Juniper, for Tesla New Model Y 5-Seater…

    KIKIMO Cargo Mat for 2025 Tesla Model Y Juniper, for Tesla New Model Y 5-Seater…

    Maoershan EVA Hard Protective Travel Case Carrying Pouch Cover Bag for Tesla Charging…

    Maoershan EVA Hard Protective Travel Case Carrying Pouch Cover Bag for Tesla Charging…

    iJDMTOY 2pc Set Track Racing Style Direct Fit Silver Aluminum Accelerator and Brake Foot…

    iJDMTOY 2pc Set Track Racing Style Direct Fit Silver Aluminum Accelerator and Brake Foot…

    Shakas Motorcycle Accelerator Throttle Seat, Temperature Resistant High Strength Alloy…

    Shakas Motorcycle Accelerator Throttle Seat, Temperature Resistant High Strength Alloy…

    1pc Wolf Pack Badges Emblems 3D Logo Replacement for Tsla Cybertruck 2024 Car Truck…

    1pc Wolf Pack Badges Emblems 3D Logo Replacement for Tsla Cybertruck 2024 Car Truck…

    CAR PASS Leather and 3D Air Mesh Universal Fit Car Seat Covers, for…

    CAR PASS Leather and 3D Air Mesh Universal Fit Car Seat Covers, for…

  • UFO
    Mototo 6 PCS 63 Inch Giant Inflatable Alien 31.5 Inch Jumbo Blow Up Alien Green Inflatable Toy for Space Party Decoration UFO Theme Spaceship Party Birthday Halloween Easter Christmas Home

    Mototo 6 PCS 63 Inch Giant Inflatable Alien 31.5 Inch Jumbo Blow Up Alien Green Inflatable Toy for Space Party Decoration UFO Theme Spaceship Party Birthday Halloween Easter Christmas Home

    John Deere Men’s Trademark Logo Core Short Sleeve Tee

    John Deere Men’s Trademark Logo Core Short Sleeve Tee

    The History of UFOs

    The History of UFOs

    Alien Birthday Party Decorations Door Curtain with Foil Fringe Tinsel Spacecraft Flying Saucer Spaceship Hanging Banner for Alien Halloween Party(Fluorescent Yellow)

    Alien Birthday Party Decorations Door Curtain with Foil Fringe Tinsel Spacecraft Flying Saucer Spaceship Hanging Banner for Alien Halloween Party(Fluorescent Yellow)

    What is “Alive” in Alien Stage’s Wiege Music Video? THEORY #alienstage analysis

    What is “Alive” in Alien Stage’s Wiege Music Video? THEORY #alienstage analysis

    YJYart Home Decor Pink Blossom Hand Painted 30×60 Inch Colorful Wall Art Large Canvas Wall Art for Living Room Bedroom Office Kitchen

    YJYart Home Decor Pink Blossom Hand Painted 30×60 Inch Colorful Wall Art Large Canvas Wall Art for Living Room Bedroom Office Kitchen

    The Proof Is Out There: UFO Encounters Terrify Witnesses

    The Proof Is Out There: UFO Encounters Terrify Witnesses

    Womens Roswell High School Hornets V-Neck T-Shirt

    Womens Roswell High School Hornets V-Neck T-Shirt

    SOJOS Retro Polarized Square Aviator Sunglasses for Women Men Vintage 70s UV400 Protection Shade SJ2609

    SOJOS Retro Polarized Square Aviator Sunglasses for Women Men Vintage 70s UV400 Protection Shade SJ2609

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Home TNW

Deepfake detection improves when using algorithms that are more aware of demographic diversity

TNW by TNW
February 5, 2025
in TNW
Reading Time: 7 mins read
124
A A
0

The Conversation
2025-02-04 01:30:00
thenextweb.com

Deepfakes – essentially putting words in someone else’s mouth in a very believable way – are becoming more sophisticated by the day and increasingly hard to spot. Recent examples of deepfakes include Taylor Swift nude images, an audio recording of President Joe Biden telling New Hampshire residents not to vote, and a video of Ukrainian President Volodymyr Zelenskyy calling on his troops to lay down their arms.

Although companies have created detectors to help spot deepfakes, studies have found that biases in the data used to train these tools can lead to certain demographic groups being unfairly targeted.

a hand holds a smartphone with text on it in front of a screen with a man in front of a lectern
A deepfake of Ukraine President Volodymyr Zelensky in 2022 purported to show him calling on his troops to lay down their arms.
Olivier Douliery/AFP via Getty Images

My team and I discovered new methods that improve both the fairness and the accuracy of the algorithms used to detect deepfakes.

To do so, we used a large dataset of facial forgeries that lets researchers like us train our deep-learning approaches. We built our work around the state-of-the-art Xception detection algorithm, which is a widely used foundation for deepfake detection systems and can detect deepfakes with an accuracy of 91.5%.

We created two separate deepfake detection methods intended to encourage fairness.

One was focused on making the algorithm more aware of demographic diversity by labeling datasets by gender and race to minimize errors among underrepresented groups.

The other aimed to improve fairness without relying on demographic labels by focusing instead on features not visible to the human eye.

It turns out the first method worked best. It increased accuracy rates from the 91.5% baseline to 94.17%, which was a bigger increase than our second method as well as several others we tested. Moreover, it increased accuracy while enhancing fairness, which was our main focus.

We believe fairness and accuracy are crucial if the public is to accept artificial intelligence technology. When large language models like ChatGPT “hallucinate,” they can perpetuate erroneous information. This affects public trust and safety.

Likewise, deepfake images and videos can undermine the adoption of AI if they cannot be quickly and accurately detected. Improving the fairness of these detection algorithms so that certain demographic groups aren’t disproportionately harmed by them is a key aspect to this.

Our research addresses deepfake detection algorithms’ fairness, rather than just attempting to balance the data. It offers a new approach to algorithm design that considers demographic fairness as a core aspect.The ConversationThe Conversation

Siwei Lyu, Professor of Computer Science and Engineering; Director, UB Media Forensic Lab, University at Buffalo and Yan Ju, Ph.D. Candidate in Computer Science and Engineering, University at Buffalo

This article is republished from The Conversation under a Creative Commons license. Read the original article.

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