• About TC
  • Affiliate Disclaimer
  • Privacy Policy
  • TOS
  • Contact
Tuesday, September 16, 2025
Techcratic
No Result
View All Result
  • AI
    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

    Artificial Intelligence

    Unlocking the future of professional services: How Proofpoint uses Amazon Q Business

    Artificial Intelligence

    Exploring the Real-Time Race Track with Amazon Nova

    Artificial Intelligence

    Accelerating HPC and AI research in universities with Amazon SageMaker HyperPod

  • Apple
    Apple @ Work Podcast: Streamlining patch management for macOS

    Apple @ Work Podcast: Parallels Desktop 26 makes it easier for IT to deploy and manage virtual machines

    This $16 trick makes ads disappear on the web and YouTube

    Block ads and protect your privacy online with this $16 lifetime tool

    iPadOS 26 now available with huge upgrades, here’s what’s new

    iPadOS 26 now available with huge upgrades, here’s what’s new

    visionOS 26 now available starting today: Here’s what’s new for Apple Vision Pro

    visionOS 26 now available starting today: Here’s what’s new for Apple Vision Pro

    Apple releases iOS 18.7 for iPhone, here’s what’s new

    Apple releases iOS 18.7 for iPhone, here’s what’s new

    How to turn the iPhone camera flash on and off in iOS 26

    How to turn the iPhone camera flash on and off in iOS 26

    HomePod 26 adds three new features to Apple’s smart speakers

    HomePod 26 adds three new features to Apple’s smart speakers

    Meta just leaked its new smart glasses with a built-in display

    Meta just leaked its new smart glasses with a built-in display

    September 15, 2025 – iPhone 17 demand, Siri leadership changes

  • Crypto
    Bitget Turns 7, Coining the ‘Universal Exchange’ as the Next Generation of Exchanges

    Bitget Turns 7, Coining the ‘Universal Exchange’ as the Next Generation of Exchanges

    KindlyMD Stock Plunges 55% After CEO Urges Short-Term Investors to Exit

    KindlyMD Stock Plunges 55% After CEO Urges Short-Term Investors to Exit

    Wheat for Cars, Seeds for Materials: Russia Revives Barter Amidst Crippling Sanctions

    Wheat for Cars, Seeds for Materials: Russia Revives Barter Amidst Crippling Sanctions

    BTC Boom or Bust? Derive Insights Predicts $200K Top, Warns of $90K Crash

    BTC Boom or Bust? Derive Insights Predicts $200K Top, Warns of $90K Crash

    Gold Rallies to Another All-Time High

    Gold Rallies to Another All-Time High

    Study: Bitcoin Dominates Crypto Purchases in Nigeria, South Africa

    Study: Bitcoin Dominates Crypto Purchases in Nigeria, South Africa

    London Stock Exchange Unveils Blockchain Infrastructure to Boost Market Access

    London Stock Exchange Unveils Blockchain Infrastructure to Boost Market Access

    Robinhood Ventures Fund Poised to Transform $10T Private Market for Retail

    Robinhood Ventures Fund Poised to Transform $10T Private Market for Retail

    Bitcoin Price Drop To $113K Before New FOMC Highs Possible

    Bitcoin Price Drop To $113K Before New FOMC Highs Possible

  • Gaming
    AI cloud companies have guzzled up so much HDD storage that they might be coming for our SSDs next

    AI cloud companies have guzzled up so much HDD storage that they might be coming for our SSDs next

    A very short Sonic Frontiers Commentary Review

    A very short Sonic Frontiers Commentary Review

    REDRAGON S101 GAMING KEYBOARD

    Microsoft’s Xbox PC app adds Steam games and access to other stores

    Brutally Honest Review – Gotham Knights – WB Montreal – DC – Playstation 5 (PS5) 2022

    Brutally Honest Review – Gotham Knights – WB Montreal – DC – Playstation 5 (PS5) 2022

    Gungrave G.O.R.E | Gameplay Walkthrough Part 12  No commentary (PC)

    Gungrave G.O.R.E | Gameplay Walkthrough Part 12 No commentary (PC)

    SUPER MARIO 3D WORLD – Trailer 3 (Wii U)

    SUPER MARIO 3D WORLD – Trailer 3 (Wii U)

    The Historical Setting of Assassin’s Creed 3

    The Historical Setting of Assassin’s Creed 3

    Mario's got a BROOKLYN ACCENT? – Nintendo Direct: The Super Mario Bros. Movie

    Mario's got a BROOKLYN ACCENT? – Nintendo Direct: The Super Mario Bros. Movie

    Lohnt sich Hogwarts Legacy – Das FAZIT nach 6 Stunden

    Lohnt sich Hogwarts Legacy – Das FAZIT nach 6 Stunden

  • 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
    Timelapse blocking and posing a Gorilla in Blender with Blocksurfaces addon #sculpture #blender #3d

    Timelapse blocking and posing a Gorilla in Blender with Blocksurfaces addon #sculpture #blender #3d

    Top 15 Great Medieval Fantasy Pixel Art Games

    Top 15 Great Medieval Fantasy Pixel Art Games

    ART : Meaning | Definitions | Concept |Characteristics | Scope | Drama and Art in Education |

    ART : Meaning | Definitions | Concept |Characteristics | Scope | Drama and Art in Education |

    Join SVA MA Curatorial Practice’s Conversations With Curators This Fall

    Join SVA MA Curatorial Practice’s Conversations With Curators This Fall

    Save UV Ink by 3D Printing the Texture First? – EufyMake E1

    Save UV Ink by 3D Printing the Texture First? – EufyMake E1

    The Past and Future of Boucher’s Four Seasons

    The Past and Future of Boucher’s Four Seasons

    No Laptop? No Problem! Start Graphic Design from Mobile Today! | How to Design in PixelLab App

    No Laptop? No Problem! Start Graphic Design from Mobile Today! | How to Design in PixelLab App

    Another World and Yet the Same

    Another World and Yet the Same

    This is How I Paint Concept Art from Scratch ( Digital Painting Tutorial )

    This is How I Paint Concept Art from Scratch ( Digital Painting Tutorial )

  • Tech Deals
    Apple 16GB iPad Air Wi-Fi Silver MGLW2LL/A (Renewed)

    Apple 16GB iPad Air Wi-Fi Silver MGLW2LL/A (Renewed)

    Official Licensed Google TV Smart Projector, HAPPRUN 4K UHD Home Theater with Dolby…

    Official Licensed Google TV Smart Projector, HAPPRUN 4K UHD Home Theater with Dolby…

    Alienware 16 Aurora Laptop AC16250-16-inch 16:10 WQXGA Display, Intel Core 7-240H Series…

    Alienware 16 Aurora Laptop AC16250-16-inch 16:10 WQXGA Display, Intel Core 7-240H Series…

    SAMSUNG 27-inch Odyssey QD-OLED G8 (G81SF), 4K, 240Hz, Gaming Monitor, 0.03ms Response…

    SAMSUNG 27-inch Odyssey QD-OLED G8 (G81SF), 4K, 240Hz, Gaming Monitor, 0.03ms Response…

    Need for Speed Rivals – Xbox 360

    Need for Speed Rivals – Xbox 360

    Blueprints of Mad King Ludwig – A Flip & Sketch Strategy Board Game by Bezier Games

    Blueprints of Mad King Ludwig – A Flip & Sketch Strategy Board Game by Bezier Games

    Premium 9 Pocket PU Card Binder, Sturdy Album for 540 Cards & Trading Games, Sleek…

    Premium 9 Pocket PU Card Binder, Sturdy Album for 540 Cards & Trading Games, Sleek…

    Garden Simulator – Nintendo Switch

    Garden Simulator – Nintendo Switch

    Titanfall 2 – PlayStation 4

    Titanfall 2 – PlayStation 4

  • 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
    Wigoo 2025 Upgraded Accessories Tesla Model 3 Windshield Sunshade [OEM Design, 100% Sun…

    Wigoo 2025 Upgraded Accessories Tesla Model 3 Windshield Sunshade [OEM Design, 100% Sun…

    2 Pack Silicone Center Console Cup Holder Wireless Charger Mat for Tesla Cybertruck,…

    2 Pack Silicone Center Console Cup Holder Wireless Charger Mat for Tesla Cybertruck,…

    2025 Upgraded for Tesla Supercharger to CCS Charger Adapter, Max 500A 1000V Fast Charge…

    2025 Upgraded for Tesla Supercharger to CCS Charger Adapter, Max 500A 1000V Fast Charge…

    for Tesla Model Y Juniper Dashboard Cover,[Anti-Glare and Dustproof] Suede Dashboard Pad…

    for Tesla Model Y Juniper Dashboard Cover,[Anti-Glare and Dustproof] Suede Dashboard Pad…

    NACS to CCS1 Supercharging Adapter 500A 250KW,EV Charging Plug for Tesla V3/V4 DC…

    NACS to CCS1 Supercharging Adapter 500A 250KW,EV Charging Plug for Tesla V3/V4 DC…

    Steering Yoke Vinyl Wrap Decal for Tesla Model X and Tesla Model S 2022-2023, Black…

    Steering Yoke Vinyl Wrap Decal for Tesla Model X and Tesla Model S 2022-2023, Black…

    Tesla board links ‘the future of Tesla’ to Elon Musk’s ridiculous compensation

    Tesla board links ‘the future of Tesla’ to Elon Musk’s ridiculous compensation

    Car Registration and Insurance Card Holder for Tesla Model Y 3 S X, Storage for Driver…

    Car Registration and Insurance Card Holder for Tesla Model Y 3 S X, Storage for Driver…

    Truck Cover Waterproof All Weather, Migaven Truck Cover Custom Fit for Ford F150 Raptor…

    Truck Cover Waterproof All Weather, Migaven Truck Cover Custom Fit for Ford F150 Raptor…

  • UFO
    Gerrii 3 Pieces 40 Inch Giant Alien Outdoor Decorations Halloween Full Body Large Alien Ufo Yard Sign Scary Decorations for Halloween Garden Patio Yard Outdoor Lawn Walkway Decor Party Supplies

    Gerrii 3 Pieces 40 Inch Giant Alien Outdoor Decorations Halloween Full Body Large Alien Ufo Yard Sign Scary Decorations for Halloween Garden Patio Yard Outdoor Lawn Walkway Decor Party Supplies

    First Contactee Training Program With Riok

    First Contactee Training Program With Riok

    Sunco 2 Pack UFO LED High Bay Light, Lighting for Warehouse, 4000K Cool White, 150W, 21000 LM, 100-277V, Dimmable 0-10V, IP65 Waterproof, Super Bright, UL.

    Sunco 2 Pack UFO LED High Bay Light, Lighting for Warehouse, 4000K Cool White, 150W, 21000 LM, 100-277V, Dimmable 0-10V, IP65 Waterproof, Super Bright, UL.

    Intergalactic: The Heretic Prophet EVERYTHING WE KNOW (Naughty Dog)

    Intergalactic: The Heretic Prophet EVERYTHING WE KNOW (Naughty Dog)

    PINSPARK Men’s Hoodies Lightweight Pullover Long Sleeve Athletic Sweatshirts for Gym Workout Comfort Thin Plain hoodie

    PINSPARK Men’s Hoodies Lightweight Pullover Long Sleeve Athletic Sweatshirts for Gym Workout Comfort Thin Plain hoodie

    Exploring 5 Spacecraft That Changed Deep Space Travel

    Exploring 5 Spacecraft That Changed Deep Space Travel

    Outer Space Astronaut Birthday Party Decoration Supplies include Astronaut Rocket Balloon, Happy Birthday Banner, Blue Black Orange Latex Balloon

    Outer Space Astronaut Birthday Party Decoration Supplies include Astronaut Rocket Balloon, Happy Birthday Banner, Blue Black Orange Latex Balloon

    Ranking Paranormal Activity Movies #ranking #memes #movie #Horror

    Ranking Paranormal Activity Movies #ranking #memes #movie #Horror

    Alien Tape EZ Cut Easy Cut Double-Sided Mounting Tape, 10ft – Pre-Cut Grids for Hassle-Free Cutting, Strong Adhesive, Multi-Surface Use, No Scissors Needed, Perfect for Home & Office Projects

    Alien Tape EZ Cut Easy Cut Double-Sided Mounting Tape, 10ft – Pre-Cut Grids for Hassle-Free Cutting, Strong Adhesive, Multi-Surface Use, No Scissors Needed, Perfect for Home & Office Projects

  • AI
    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

    Artificial Intelligence

    Unlocking the future of professional services: How Proofpoint uses Amazon Q Business

    Artificial Intelligence

    Exploring the Real-Time Race Track with Amazon Nova

    Artificial Intelligence

    Accelerating HPC and AI research in universities with Amazon SageMaker HyperPod

  • Apple
    Apple @ Work Podcast: Streamlining patch management for macOS

    Apple @ Work Podcast: Parallels Desktop 26 makes it easier for IT to deploy and manage virtual machines

    This $16 trick makes ads disappear on the web and YouTube

    Block ads and protect your privacy online with this $16 lifetime tool

    iPadOS 26 now available with huge upgrades, here’s what’s new

    iPadOS 26 now available with huge upgrades, here’s what’s new

    visionOS 26 now available starting today: Here’s what’s new for Apple Vision Pro

    visionOS 26 now available starting today: Here’s what’s new for Apple Vision Pro

    Apple releases iOS 18.7 for iPhone, here’s what’s new

    Apple releases iOS 18.7 for iPhone, here’s what’s new

    How to turn the iPhone camera flash on and off in iOS 26

    How to turn the iPhone camera flash on and off in iOS 26

    HomePod 26 adds three new features to Apple’s smart speakers

    HomePod 26 adds three new features to Apple’s smart speakers

    Meta just leaked its new smart glasses with a built-in display

    Meta just leaked its new smart glasses with a built-in display

    September 15, 2025 – iPhone 17 demand, Siri leadership changes

  • Crypto
    Bitget Turns 7, Coining the ‘Universal Exchange’ as the Next Generation of Exchanges

    Bitget Turns 7, Coining the ‘Universal Exchange’ as the Next Generation of Exchanges

    KindlyMD Stock Plunges 55% After CEO Urges Short-Term Investors to Exit

    KindlyMD Stock Plunges 55% After CEO Urges Short-Term Investors to Exit

    Wheat for Cars, Seeds for Materials: Russia Revives Barter Amidst Crippling Sanctions

    Wheat for Cars, Seeds for Materials: Russia Revives Barter Amidst Crippling Sanctions

    BTC Boom or Bust? Derive Insights Predicts $200K Top, Warns of $90K Crash

    BTC Boom or Bust? Derive Insights Predicts $200K Top, Warns of $90K Crash

    Gold Rallies to Another All-Time High

    Gold Rallies to Another All-Time High

    Study: Bitcoin Dominates Crypto Purchases in Nigeria, South Africa

    Study: Bitcoin Dominates Crypto Purchases in Nigeria, South Africa

    London Stock Exchange Unveils Blockchain Infrastructure to Boost Market Access

    London Stock Exchange Unveils Blockchain Infrastructure to Boost Market Access

    Robinhood Ventures Fund Poised to Transform $10T Private Market for Retail

    Robinhood Ventures Fund Poised to Transform $10T Private Market for Retail

    Bitcoin Price Drop To $113K Before New FOMC Highs Possible

    Bitcoin Price Drop To $113K Before New FOMC Highs Possible

  • Gaming
    AI cloud companies have guzzled up so much HDD storage that they might be coming for our SSDs next

    AI cloud companies have guzzled up so much HDD storage that they might be coming for our SSDs next

    A very short Sonic Frontiers Commentary Review

    A very short Sonic Frontiers Commentary Review

    REDRAGON S101 GAMING KEYBOARD

    Microsoft’s Xbox PC app adds Steam games and access to other stores

    Brutally Honest Review – Gotham Knights – WB Montreal – DC – Playstation 5 (PS5) 2022

    Brutally Honest Review – Gotham Knights – WB Montreal – DC – Playstation 5 (PS5) 2022

    Gungrave G.O.R.E | Gameplay Walkthrough Part 12  No commentary (PC)

    Gungrave G.O.R.E | Gameplay Walkthrough Part 12 No commentary (PC)

    SUPER MARIO 3D WORLD – Trailer 3 (Wii U)

    SUPER MARIO 3D WORLD – Trailer 3 (Wii U)

    The Historical Setting of Assassin’s Creed 3

    The Historical Setting of Assassin’s Creed 3

    Mario's got a BROOKLYN ACCENT? – Nintendo Direct: The Super Mario Bros. Movie

    Mario's got a BROOKLYN ACCENT? – Nintendo Direct: The Super Mario Bros. Movie

    Lohnt sich Hogwarts Legacy – Das FAZIT nach 6 Stunden

    Lohnt sich Hogwarts Legacy – Das FAZIT nach 6 Stunden

  • 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
    Timelapse blocking and posing a Gorilla in Blender with Blocksurfaces addon #sculpture #blender #3d

    Timelapse blocking and posing a Gorilla in Blender with Blocksurfaces addon #sculpture #blender #3d

    Top 15 Great Medieval Fantasy Pixel Art Games

    Top 15 Great Medieval Fantasy Pixel Art Games

    ART : Meaning | Definitions | Concept |Characteristics | Scope | Drama and Art in Education |

    ART : Meaning | Definitions | Concept |Characteristics | Scope | Drama and Art in Education |

    Join SVA MA Curatorial Practice’s Conversations With Curators This Fall

    Join SVA MA Curatorial Practice’s Conversations With Curators This Fall

    Save UV Ink by 3D Printing the Texture First? – EufyMake E1

    Save UV Ink by 3D Printing the Texture First? – EufyMake E1

    The Past and Future of Boucher’s Four Seasons

    The Past and Future of Boucher’s Four Seasons

    No Laptop? No Problem! Start Graphic Design from Mobile Today! | How to Design in PixelLab App

    No Laptop? No Problem! Start Graphic Design from Mobile Today! | How to Design in PixelLab App

    Another World and Yet the Same

    Another World and Yet the Same

    This is How I Paint Concept Art from Scratch ( Digital Painting Tutorial )

    This is How I Paint Concept Art from Scratch ( Digital Painting Tutorial )

  • Tech Deals
    Apple 16GB iPad Air Wi-Fi Silver MGLW2LL/A (Renewed)

    Apple 16GB iPad Air Wi-Fi Silver MGLW2LL/A (Renewed)

    Official Licensed Google TV Smart Projector, HAPPRUN 4K UHD Home Theater with Dolby…

    Official Licensed Google TV Smart Projector, HAPPRUN 4K UHD Home Theater with Dolby…

    Alienware 16 Aurora Laptop AC16250-16-inch 16:10 WQXGA Display, Intel Core 7-240H Series…

    Alienware 16 Aurora Laptop AC16250-16-inch 16:10 WQXGA Display, Intel Core 7-240H Series…

    SAMSUNG 27-inch Odyssey QD-OLED G8 (G81SF), 4K, 240Hz, Gaming Monitor, 0.03ms Response…

    SAMSUNG 27-inch Odyssey QD-OLED G8 (G81SF), 4K, 240Hz, Gaming Monitor, 0.03ms Response…

    Need for Speed Rivals – Xbox 360

    Need for Speed Rivals – Xbox 360

    Blueprints of Mad King Ludwig – A Flip & Sketch Strategy Board Game by Bezier Games

    Blueprints of Mad King Ludwig – A Flip & Sketch Strategy Board Game by Bezier Games

    Premium 9 Pocket PU Card Binder, Sturdy Album for 540 Cards & Trading Games, Sleek…

    Premium 9 Pocket PU Card Binder, Sturdy Album for 540 Cards & Trading Games, Sleek…

    Garden Simulator – Nintendo Switch

    Garden Simulator – Nintendo Switch

    Titanfall 2 – PlayStation 4

    Titanfall 2 – PlayStation 4

  • 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
    Wigoo 2025 Upgraded Accessories Tesla Model 3 Windshield Sunshade [OEM Design, 100% Sun…

    Wigoo 2025 Upgraded Accessories Tesla Model 3 Windshield Sunshade [OEM Design, 100% Sun…

    2 Pack Silicone Center Console Cup Holder Wireless Charger Mat for Tesla Cybertruck,…

    2 Pack Silicone Center Console Cup Holder Wireless Charger Mat for Tesla Cybertruck,…

    2025 Upgraded for Tesla Supercharger to CCS Charger Adapter, Max 500A 1000V Fast Charge…

    2025 Upgraded for Tesla Supercharger to CCS Charger Adapter, Max 500A 1000V Fast Charge…

    for Tesla Model Y Juniper Dashboard Cover,[Anti-Glare and Dustproof] Suede Dashboard Pad…

    for Tesla Model Y Juniper Dashboard Cover,[Anti-Glare and Dustproof] Suede Dashboard Pad…

    NACS to CCS1 Supercharging Adapter 500A 250KW,EV Charging Plug for Tesla V3/V4 DC…

    NACS to CCS1 Supercharging Adapter 500A 250KW,EV Charging Plug for Tesla V3/V4 DC…

    Steering Yoke Vinyl Wrap Decal for Tesla Model X and Tesla Model S 2022-2023, Black…

    Steering Yoke Vinyl Wrap Decal for Tesla Model X and Tesla Model S 2022-2023, Black…

    Tesla board links ‘the future of Tesla’ to Elon Musk’s ridiculous compensation

    Tesla board links ‘the future of Tesla’ to Elon Musk’s ridiculous compensation

    Car Registration and Insurance Card Holder for Tesla Model Y 3 S X, Storage for Driver…

    Car Registration and Insurance Card Holder for Tesla Model Y 3 S X, Storage for Driver…

    Truck Cover Waterproof All Weather, Migaven Truck Cover Custom Fit for Ford F150 Raptor…

    Truck Cover Waterproof All Weather, Migaven Truck Cover Custom Fit for Ford F150 Raptor…

  • UFO
    Gerrii 3 Pieces 40 Inch Giant Alien Outdoor Decorations Halloween Full Body Large Alien Ufo Yard Sign Scary Decorations for Halloween Garden Patio Yard Outdoor Lawn Walkway Decor Party Supplies

    Gerrii 3 Pieces 40 Inch Giant Alien Outdoor Decorations Halloween Full Body Large Alien Ufo Yard Sign Scary Decorations for Halloween Garden Patio Yard Outdoor Lawn Walkway Decor Party Supplies

    First Contactee Training Program With Riok

    First Contactee Training Program With Riok

    Sunco 2 Pack UFO LED High Bay Light, Lighting for Warehouse, 4000K Cool White, 150W, 21000 LM, 100-277V, Dimmable 0-10V, IP65 Waterproof, Super Bright, UL.

    Sunco 2 Pack UFO LED High Bay Light, Lighting for Warehouse, 4000K Cool White, 150W, 21000 LM, 100-277V, Dimmable 0-10V, IP65 Waterproof, Super Bright, UL.

    Intergalactic: The Heretic Prophet EVERYTHING WE KNOW (Naughty Dog)

    Intergalactic: The Heretic Prophet EVERYTHING WE KNOW (Naughty Dog)

    PINSPARK Men’s Hoodies Lightweight Pullover Long Sleeve Athletic Sweatshirts for Gym Workout Comfort Thin Plain hoodie

    PINSPARK Men’s Hoodies Lightweight Pullover Long Sleeve Athletic Sweatshirts for Gym Workout Comfort Thin Plain hoodie

    Exploring 5 Spacecraft That Changed Deep Space Travel

    Exploring 5 Spacecraft That Changed Deep Space Travel

    Outer Space Astronaut Birthday Party Decoration Supplies include Astronaut Rocket Balloon, Happy Birthday Banner, Blue Black Orange Latex Balloon

    Outer Space Astronaut Birthday Party Decoration Supplies include Astronaut Rocket Balloon, Happy Birthday Banner, Blue Black Orange Latex Balloon

    Ranking Paranormal Activity Movies #ranking #memes #movie #Horror

    Ranking Paranormal Activity Movies #ranking #memes #movie #Horror

    Alien Tape EZ Cut Easy Cut Double-Sided Mounting Tape, 10ft – Pre-Cut Grids for Hassle-Free Cutting, Strong Adhesive, Multi-Surface Use, No Scissors Needed, Perfect for Home & Office Projects

    Alien Tape EZ Cut Easy Cut Double-Sided Mounting Tape, 10ft – Pre-Cut Grids for Hassle-Free Cutting, Strong Adhesive, Multi-Surface Use, No Scissors Needed, Perfect for Home & Office Projects

No Result
View All Result
Techcratic
No Result
View All Result
Home Hacker News

GitHub – brianmg/voynich-nlp-analysis

Hacker News by Hacker News
May 18, 2025
in Hacker News
Reading Time: 8 mins read
126
A A
0

2025-05-18 12:09:00
github.com

This started as a personal challenge to figure out what modern NLP could tell us about the Voynich Manuscript — without falling into translation speculation or pattern hallucination. I’m not a linguist or cryptographer. I just wanted to see if something as strange as Voynichese would hold up under real language modeling: clustering, POS inference, Markov transitions, and section-specific patterns.

Spoiler: it kinda did.

This repo walks through everything — from suffix stripping to SBERT embeddings to building a lexicon hypothesis. No magic, no GPT guessing. Just a skeptical test of whether the manuscript has structure that behaves like language, even if we don’t know what it’s saying.


The Voynich Manuscript remains undeciphered, with no agreed linguistic or cryptographic solution. Traditional analyses often fall into two camps: statistical entropy checks or wild guesswork. This project offers a middle path — using computational linguistics to assess whether the manuscript encodes real, structured language-like behavior.


/data/
  AB.docx                         # Full transliteration with folio/line tags
  voynichese/                     # Root word .txt files
  stripped_cluster_lookup.json    # Cluster ID per stripped root
  unique_stripped_words.json      # All stripped root forms
  voynich_line_clusters.csv       # Cluster sequences per line

/scripts/
  cluster_roots.py                # SBERT clustering + suffix stripping
  map_lines_to_clusters.py        # Maps manuscript lines to cluster IDs
  pos_model.py                    # Infers grammatical roles from cluster behavior
  transition_matrix.py            # Builds and visualizes cluster transitions
  lexicon_builder.py              # Creates a candidate lexicon by section and role
  cluster_language_similarity.py  # (Optional) Compares clusters to real-world languages

/results/
  Figure_1.png                    # SBERT clusters (PCA reduced)
  transition_matrix_heatmap.png  # Markov transition matrix
  cluster_role_summary.csv
  cluster_transition_matrix.csv
  lexicon_candidates.csv

  • Clustering of stripped root words using multilingual SBERT
  • Identification of function-word-like vs. content-word-like clusters
  • Markov-style transition modeling of cluster sequences
  • Folio-based syntactic structure mapping (Botanical, Biological, etc.)
  • Generation of a data-driven lexicon hypothesis table

🔧 Preprocessing Choices

One of the most important assumptions I made was about how to handle the Voynich words before clustering. Specifically: I stripped a set of recurring suffix-like endings from each word — things like aiin, dy, chy, and similar variants. The goal was to isolate what looked like root forms that repeated with variation, under the assumption that these suffixes might be:

  • Phonetic padding
  • Grammatical particles
  • Chant-like or mnemonic repetition
  • Or… just noise

This definitely improved the clustering behavior — similar stems grouped more tightly, and the transition matrix showed cleaner structural patterns. But it’s also a strong preprocessing decision that may have:

  • Removed actual morphological information
  • Disguised meaningful inflectional variants
  • Introduced a bias toward function over content

So it’s not neutral — it helped, but it also shaped the results.
If someone wants to fork this repo and re-run the pipeline without suffix stripping — or treat suffixes as their own token class — I’d be genuinely interested in the comparison.


  • Cluster 8 exhibits high frequency, low diversity, and frequent line-starts — likely a function word group
  • Cluster 3 has high diversity and flexible positioning — likely a root content class
  • Transition matrix shows strong internal structure, far from random
  • Cluster usage and POS patterns differ by manuscript section (e.g., Biological vs Botanical)

The manuscript encodes a structured constructed or mnemonic language using syllabic padding and positional repetition. It exhibits syntax, function/content separation, and section-aware linguistic shifts — even in the absence of direct translation.


# 1. Install dependencies
pip install -r requirements.txt

# 2. Run each stage of the pipeline
python scripts/cluster_roots.py
python scripts/map_lines_to_clusters.py
python scripts/pos_model.py
python scripts/transition_matrix.py
python scripts/lexicon_builder.py

📊 Example Visualizations

📌 Figure 1: SBERT cluster embeddings (PCA-reduced)

Cluster visualization

📌 Figure 2: Transition Matrix Heatmap

Transition matrix heatmap


  • Cluster-to-word mappings are indirect — frequency estimates may overlap
  • Suffix stripping is heuristic and may remove meaningful endings
  • No semantic translation attempted — only structural modeling

This project was built as a way to learn — about AI, NLP, and how far structured analysis can get you without assuming what you’re looking at. I’m not here to crack the Voynich. But I do believe that modeling its structure with modern tools is a better path than either wishful translation or academic dismissal.

So if you’re here for a Rosetta Stone, you’re out of luck.

If you’re here to model a language that may not want to be modeled — welcome.


🤝 Contributions Welcome

This project is open to extensions, critiques, and collaboration — especially from linguists, cryptographers, conlang enthusiasts, and computational language researchers.

Source Link


Keep your files stored safely and securely with the SanDisk 2TB Extreme Portable SSD. With over 69,505 ratings and an impressive 4.6 out of 5 stars, this product has been purchased over 8K+ times in the past month. At only $129.99, this Amazon’s Choice product is a must-have for secure file storage.

Help keep private content private with the included password protection featuring 256-bit AES hardware encryption. Order now for just $129.99 on Amazon!


Unlock unlimited streaming with a free Amazon Prime trial!
Sign up today!

Help Power Techcratic’s Future – Scan To Support

If Techcratic’s content and insights have helped you, consider giving back by supporting the platform with crypto. Every contribution makes a difference, whether it’s for high-quality content, server maintenance, or future updates. Techcratic is constantly evolving, and your support helps drive that progress.

As a solo operator who wears all the hats, creating content, managing the tech, and running the site, your support allows me to stay focused on delivering valuable resources. Your support keeps everything running smoothly and enables me to continue creating the content you love. I’m deeply grateful for your support, it truly means the world to me! Thank you!

BITCOIN

Bitcoin Logo

Bitcoin QR Code

bc1qlszw7elx2qahjwvaryh0tkgg8y68enw30gpvge

Scan the QR code with your crypto wallet app

DOGECOIN

Dogecoin Logo

Dogecoin QR Code

D64GwvvYQxFXYyan3oQCrmWfidf6T3JpBA

Scan the QR code with your crypto wallet app

ETHEREUM

Ethereum Logo

Ethereum QR Code

0xe9BC980DF3d985730dA827996B43E4A62CCBAA7a

Scan the QR code with your crypto wallet app

Please read the Privacy and Security Disclaimer on how Techcratic handles your support.

Disclaimer: As an Amazon Associate, Techcratic may earn from qualifying purchases.

Tags: Hacker News
Share161Share28ShareShare4ShareTweet101
Hacker News

Hacker News

Stay updated with Hacker News, where technology meets entrepreneurial spirit. Get the latest on tech trends, startup news, and discussions from the tech community. Read the latest updates here at Techcratic.

Related Posts

New Persistence Technique Attackers Use to Hide in AWS Cloud Environments
Hacker News

New Persistence Technique Attackers Use to Hide in AWS Cloud Environments

September 16, 2025
1.3k
SmokeLoader Employs Optional Plugins to Steal Data and Launch DoS Attacks
Hacker News

SmokeLoader Employs Optional Plugins to Steal Data and Launch DoS Attacks

September 16, 2025
1.3k
Foundations Of Algebraic Geometry Notes
Hacker News

Foundations Of Algebraic Geometry Notes

September 15, 2025
1.3k
GitHub – Aherontas/Pycon_Greece_2025_Presentation_Agents
Hacker News

GitHub – Aherontas/Pycon_Greece_2025_Presentation_Agents

September 15, 2025
1.3k
GitHub – graycoreio/daffodil: Build complex Ecommerce store frontends and connect to any backend https://discord.gg/BdaJVZ53sR
Hacker News

GitHub – graycoreio/daffodil: Build complex Ecommerce store frontends and connect to any backend https://discord.gg/BdaJVZ53sR

September 15, 2025
1.3k
BlackNevas Ransomware Encrypts Files, Exfiltrates Corporate Data
Hacker News

BlackNevas Ransomware Encrypts Files, Exfiltrates Corporate Data

September 15, 2025
1.3k
Page Object
Hacker News

Page Object

September 15, 2025
1.3k
Yurei Ransomware Uses PowerShell to Deploy ChaCha20 File Encryption
Hacker News

Yurei Ransomware Uses PowerShell to Deploy ChaCha20 File Encryption

September 15, 2025
1.3k
Load More
Next Post
I made a social media platform! Glade Art full in depth walk through and showcase video.

I made a social media platform! Glade Art full in depth walk through and showcase video.

Your Tech Resources

  • 30 Second Tech ™
  • AI
  • App Zone ™
  • Apple
  • Ars Technica
  • CNET
  • ComputerWorld
  • Crypto News
  • Cybersecurity
  • Endgadget
  • ExtremeTech
  • Forbes
  • Fortune
  • Fossbytes
  • Gaming
  • GeekWire
  • Gizmodo
  • Google News
  • Hacker News
  • Harvard Tech
  • I Like Cats ™
  • I Like Dogs ™
  • LifeHacker
  • MacRumors
  • Macworld
  • Mashable
  • Microsoft
  • MIT Tech
  • PC World
  • Photofocus
  • Physics
  • Random Tech
  • Retro Rewind ™
  • Robot Report
  • SiliconANGLE
  • SlashGear
  • Smartphone
  • StackSocial
  • Tech Art
  • Tech Careers
  • Tech Deals
  • Techcratic ™
  • TechCrunch
  • Techdirt
  • TechRepublic
  • Techs Got To Eat ™
  • TechSpot
  • Tesla
  • The Verge
  • TNW
  • Trusted Reviews
  • UFO
  • VentureBeat
  • Visual Capitalist
  • Wired
  • ZDNet

Tech News

  • 30 Second Tech ™
  • AI
  • Apple Insider
  • Ars Technica
  • CNET
  • ComputerWorld
  • Crypto News
  • Cybersecurity
  • Endgadget
  • ExtremeTech
  • Fossbytes
  • Gaming
  • GeekWire
  • Gizmodo

Tech News

  • Harvard Tech
  • MacRumors
  • Macworld
  • Mashable
  • Microsoft
  • MIT Tech
  • Physics
  • PC World
  • Random Tech
  • Retro Rewind ™
  • SiliconANGLE
  • SlashGear
  • Smartphone
  • StackSocial
  • Tech Careers

Tech News​

  • Tech Art
  • TechCrunch
  • Techdirt
  • TechRepublic
  • Techs Got To Eat ™
  • TechSpot
  • Tesla
  • The Verge
  • TNW
  • Trusted Reviews
  • UFO
  • VentureBeat
  • Visual Capitalist
  • Wired
  • ZDNet

Site Links

  • About Techcratic
  • Affiliate Disclaimer
  • Affiliate Link Policy
  • Contact Techcratic
  • Dealors Discount Store
  • Privacy and Security Disclaimer
  • Privacy Policy
  • RSS Feed
  • Site Map
  • Support Techcratic
  • Techcratic
  • Tech Deals
  • TOS
  • 𝕏
Click For A Secret Deal

AI cloud companies have guzzled up so much HDD storage that they might be coming for our SSDs next

Ford to cut up to 1,000 jobs in Germany on dropping electric demand

Bot Auto Completes Human-Less Hub-To-Hub Validation Run In Texas

Microsoft adds free Copilot Chat to Microsoft 365 apps

Wigoo 2025 Upgraded Accessories Tesla Model 3 Windshield Sunshade [OEM Design, 100% Sun…

Bitget Turns 7, Coining the ‘Universal Exchange’ as the Next Generation of Exchanges

Techcratic – Your All In One Tech Hub
© 2020 – 2025
All Rights Reserved
∞

No Result
View All Result
  • 30 Second Tech ™
  • AI
  • App Zone ™
  • Apple
  • Ars Technica
  • CNET
  • Crypto News
  • Cybersecurity
  • Endgadget
  • Gaming
  • I Like Cats ™
  • I Like Dogs ™
  • MacRumors
  • Macworld
  • Tech Deals
  • Techcratic ™
  • Techs Got To Eat ™
  • Tesla
  • UFO
  • Wired