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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
    HSBC says Apple’s AI fumble may stretch iPhone upgrade cycle

    HSBC says Apple’s AI fumble may stretch iPhone upgrade cycle

    WhatsApp streamlines in-app support process

    WhatsApp streamlines in-app support process

    Brad Pitt F1, Ocean’s Eleven, hit, blockbuster

    Brad Pitt F1, Ocean’s Eleven, hit, blockbuster

    One of the iPhone 17 Pro colors might literally be Liquid Glass

    One of the iPhone 17 Pro colors might literally be Liquid Glass

    watchOS 26: Four new features your Apple Watch might not support

    watchOS 26: Four new features your Apple Watch might not support

    Kingston XS2000 4TB External SSD review: Features, specs, price

    Kingston XS2000 4TB External SSD review: Features, specs, price

    This iPhone eSIM app gives you free data in Europe

    This iPhone eSIM app gives you free data in Europe

    9to5Mac Daily: July 18, 2025 – Meta vs Apple, AirPods

    Genmoji in iOS 26: Here’s every new feature coming soon

    Genmoji in iOS 26: Here’s every new feature coming soon

  • ComputerWorld
    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Wait a minute — developers who use genAI tools are slower?

    Wait a minute — developers who use genAI tools are slower?

    The car as Office: Mercedes integrates Teams, Intune and Copilot

    The car as Office: Mercedes integrates Teams, Intune and Copilot

    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

  • Gaming
    THIS GAME MADE ME A LITTLE MAD!! | Thymesia | – PART 2

    THIS GAME MADE ME A LITTLE MAD!! | Thymesia | – PART 2

    The Callisto Protocol 5 things We Liked (& 2 Things We Didn’t) PS5 NEW GAMEPLAY

    The Callisto Protocol 5 things We Liked (& 2 Things We Didn’t) PS5 NEW GAMEPLAY

    Gabe Newell says AI tools will result in a ‘funny situation’ where people who don’t know how to program become ‘more effective developers of value’ than those who’ve been at it for a decade

    Gabe Newell says AI tools will result in a ‘funny situation’ where people who don’t know how to program become ‘more effective developers of value’ than those who’ve been at it for a decade

    Starship Troopers: Extermination PS5 Gameplay

    Starship Troopers: Extermination PS5 Gameplay

    I’ve just crowned these Beyerdynamic headphones as the best audiophile closed-back cans, although it’s a shame about the lack of microphone

    I’ve just crowned these Beyerdynamic headphones as the best audiophile closed-back cans, although it’s a shame about the lack of microphone

    As Dusk Falls – My Family | Xbox Game Pass | Cloud Gaming

    As Dusk Falls – My Family | Xbox Game Pass | Cloud Gaming

    Diablo 4 – Patch 1.1 Disaster! Season 1 Delay Demanded by Fans 4 & Review Scores Plummet!

    Diablo 4 – Patch 1.1 Disaster! Season 1 Delay Demanded by Fans 4 & Review Scores Plummet!

    DayZ creator’s monster-hunting survival game gets major new DLC offering brutal endgame challenges with lavish loot: ‘Survival games should be challenging, after all’

    DayZ creator’s monster-hunting survival game gets major new DLC offering brutal endgame challenges with lavish loot: ‘Survival games should be challenging, after all’

    very well thought out review of sonic frontiers

    very well thought out review of sonic frontiers

  • 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
    Love In Time Of Quarantine, Nurdwi Subagyo Katong & Friends, Digital Collage, Appropriationism 1

    Love In Time Of Quarantine, Nurdwi Subagyo Katong & Friends, Digital Collage, Appropriationism 1

    How to start a Graphic Design Agency? | How to Start your own Business with Graphic Designing

    How to start a Graphic Design Agency? | How to Start your own Business with Graphic Designing

    Dreamy Dandelions | Adobe Fresco

    Dreamy Dandelions | Adobe Fresco

    Tutorial on how I render/shade hair on ibis paint x! (begginer friendly)

    Tutorial on how I render/shade hair on ibis paint x! (begginer friendly)

    Color Theory for BEGINNERS  + How to ACTUALLY use it in Digital Painting

    Color Theory for BEGINNERS + How to ACTUALLY use it in Digital Painting

    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

  • Tech Deals
    ORICO 1TB External SSD Up to 1050MB/s, Hanging Hole Design Portable Solid State Drive,…

    ORICO 1TB External SSD Up to 1050MB/s, Hanging Hole Design Portable Solid State Drive,…

    ITD ITANDA USB 3.0 Micro Cable, 3.3FT, Heavy Duty High Speed Hard Drive Cable, USB 3.0 A…

    ITD ITANDA USB 3.0 Micro Cable, 3.3FT, Heavy Duty High Speed Hard Drive Cable, USB 3.0 A…

    Intel 660p Series M.2 2280 1TB PCIe NVMe 3.0 x4 3D2, QLC Internal Solid State Drive…

    Intel 660p Series M.2 2280 1TB PCIe NVMe 3.0 x4 3D2, QLC Internal Solid State Drive…

    HP OfficeJet Pro 8125e Wireless All-in-One Color Inkjet Printer, Print, scan, Copy, ADF,…

    HP OfficeJet Pro 8125e Wireless All-in-One Color Inkjet Printer, Print, scan, Copy, ADF,…

    [USB3.2 Gen2] USB-C+USB-A External SSD 1TB 1,050MB/s for PS5 iPhone15 MacBook iPad Xbox…

    [USB3.2 Gen2] USB-C+USB-A External SSD 1TB 1,050MB/s for PS5 iPhone15 MacBook iPad Xbox…

    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

  • 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

    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

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

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

  • Tesla
    BougeRV Anti-Rust Aluminum Roof Basket 47”x40”x8” Lightweight Universal Rooftop Cargo…

    BougeRV Anti-Rust Aluminum Roof Basket 47”x40”x8” Lightweight Universal Rooftop Cargo…

    Tesla Cybertruck Center Console Wireless Charger Mat & Phone Charge Area Silicone Mat…

    Tesla Cybertruck Center Console Wireless Charger Mat & Phone Charge Area Silicone Mat…

    1 PC Shock-Absorbing 4.7″-7.1″ Mobile Phone Holder, One-Second Placement of Horizontal…

    1 PC Shock-Absorbing 4.7″-7.1″ Mobile Phone Holder, One-Second Placement of Horizontal…

    Hawyet 1 PC Double Head Car Detail Clean Brush, 8.6In x 1.9In ABS Auto Interior Cleaning…

    Hawyet 1 PC Double Head Car Detail Clean Brush, 8.6In x 1.9In ABS Auto Interior Cleaning…

    Easy Install Black Hub Caps Cover for Tesla Cybertruck 2025,OEM Style Wheel Protection…

    Easy Install Black Hub Caps Cover for Tesla Cybertruck 2025,OEM Style Wheel Protection…

    2PCS Car Floor Jack Handle Bolts, 3 Ton 4 Ton Horizontal Floor Jack Pressure Rod Fixed…

    2PCS Car Floor Jack Handle Bolts, 3 Ton 4 Ton Horizontal Floor Jack Pressure Rod Fixed…

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

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

    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,…

  • UFO
    Drone Strobe Light Anti Collision Multiple Lighting Modes Adjustable for Night Flying – Rechargeable LED Flash Lamp, Fits DJI Neo/Avata 2/Flip/Mini 4 Pro/Mini 3 Pro/2/Air 3S/Mavic 3/2 & All RC Drones

    Drone Strobe Light Anti Collision Multiple Lighting Modes Adjustable for Night Flying – Rechargeable LED Flash Lamp, Fits DJI Neo/Avata 2/Flip/Mini 4 Pro/Mini 3 Pro/2/Air 3S/Mavic 3/2 & All RC Drones

    Contactee & Channel talks Extra-Dimensional ETs

    Contactee & Channel talks Extra-Dimensional ETs

    Queday Mens Sport Sandals Closed Toe Outdoor Hiking Sandals Lightweight Trail Walking Casual Water Shoes

    Queday Mens Sport Sandals Closed Toe Outdoor Hiking Sandals Lightweight Trail Walking Casual Water Shoes

    Alien Trespass

    Alien Trespass

    UFO Paranormal Overlords [DVD]

    UFO Paranormal Overlords [DVD]

    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

  • 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
    HSBC says Apple’s AI fumble may stretch iPhone upgrade cycle

    HSBC says Apple’s AI fumble may stretch iPhone upgrade cycle

    WhatsApp streamlines in-app support process

    WhatsApp streamlines in-app support process

    Brad Pitt F1, Ocean’s Eleven, hit, blockbuster

    Brad Pitt F1, Ocean’s Eleven, hit, blockbuster

    One of the iPhone 17 Pro colors might literally be Liquid Glass

    One of the iPhone 17 Pro colors might literally be Liquid Glass

    watchOS 26: Four new features your Apple Watch might not support

    watchOS 26: Four new features your Apple Watch might not support

    Kingston XS2000 4TB External SSD review: Features, specs, price

    Kingston XS2000 4TB External SSD review: Features, specs, price

    This iPhone eSIM app gives you free data in Europe

    This iPhone eSIM app gives you free data in Europe

    9to5Mac Daily: July 18, 2025 – Meta vs Apple, AirPods

    Genmoji in iOS 26: Here’s every new feature coming soon

    Genmoji in iOS 26: Here’s every new feature coming soon

  • ComputerWorld
    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Wait a minute — developers who use genAI tools are slower?

    Wait a minute — developers who use genAI tools are slower?

    The car as Office: Mercedes integrates Teams, Intune and Copilot

    The car as Office: Mercedes integrates Teams, Intune and Copilot

    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

  • Gaming
    THIS GAME MADE ME A LITTLE MAD!! | Thymesia | – PART 2

    THIS GAME MADE ME A LITTLE MAD!! | Thymesia | – PART 2

    The Callisto Protocol 5 things We Liked (& 2 Things We Didn’t) PS5 NEW GAMEPLAY

    The Callisto Protocol 5 things We Liked (& 2 Things We Didn’t) PS5 NEW GAMEPLAY

    Gabe Newell says AI tools will result in a ‘funny situation’ where people who don’t know how to program become ‘more effective developers of value’ than those who’ve been at it for a decade

    Gabe Newell says AI tools will result in a ‘funny situation’ where people who don’t know how to program become ‘more effective developers of value’ than those who’ve been at it for a decade

    Starship Troopers: Extermination PS5 Gameplay

    Starship Troopers: Extermination PS5 Gameplay

    I’ve just crowned these Beyerdynamic headphones as the best audiophile closed-back cans, although it’s a shame about the lack of microphone

    I’ve just crowned these Beyerdynamic headphones as the best audiophile closed-back cans, although it’s a shame about the lack of microphone

    As Dusk Falls – My Family | Xbox Game Pass | Cloud Gaming

    As Dusk Falls – My Family | Xbox Game Pass | Cloud Gaming

    Diablo 4 – Patch 1.1 Disaster! Season 1 Delay Demanded by Fans 4 & Review Scores Plummet!

    Diablo 4 – Patch 1.1 Disaster! Season 1 Delay Demanded by Fans 4 & Review Scores Plummet!

    DayZ creator’s monster-hunting survival game gets major new DLC offering brutal endgame challenges with lavish loot: ‘Survival games should be challenging, after all’

    DayZ creator’s monster-hunting survival game gets major new DLC offering brutal endgame challenges with lavish loot: ‘Survival games should be challenging, after all’

    very well thought out review of sonic frontiers

    very well thought out review of sonic frontiers

  • 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
    Love In Time Of Quarantine, Nurdwi Subagyo Katong & Friends, Digital Collage, Appropriationism 1

    Love In Time Of Quarantine, Nurdwi Subagyo Katong & Friends, Digital Collage, Appropriationism 1

    How to start a Graphic Design Agency? | How to Start your own Business with Graphic Designing

    How to start a Graphic Design Agency? | How to Start your own Business with Graphic Designing

    Dreamy Dandelions | Adobe Fresco

    Dreamy Dandelions | Adobe Fresco

    Tutorial on how I render/shade hair on ibis paint x! (begginer friendly)

    Tutorial on how I render/shade hair on ibis paint x! (begginer friendly)

    Color Theory for BEGINNERS  + How to ACTUALLY use it in Digital Painting

    Color Theory for BEGINNERS + How to ACTUALLY use it in Digital Painting

    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

  • Tech Deals
    ORICO 1TB External SSD Up to 1050MB/s, Hanging Hole Design Portable Solid State Drive,…

    ORICO 1TB External SSD Up to 1050MB/s, Hanging Hole Design Portable Solid State Drive,…

    ITD ITANDA USB 3.0 Micro Cable, 3.3FT, Heavy Duty High Speed Hard Drive Cable, USB 3.0 A…

    ITD ITANDA USB 3.0 Micro Cable, 3.3FT, Heavy Duty High Speed Hard Drive Cable, USB 3.0 A…

    Intel 660p Series M.2 2280 1TB PCIe NVMe 3.0 x4 3D2, QLC Internal Solid State Drive…

    Intel 660p Series M.2 2280 1TB PCIe NVMe 3.0 x4 3D2, QLC Internal Solid State Drive…

    HP OfficeJet Pro 8125e Wireless All-in-One Color Inkjet Printer, Print, scan, Copy, ADF,…

    HP OfficeJet Pro 8125e Wireless All-in-One Color Inkjet Printer, Print, scan, Copy, ADF,…

    [USB3.2 Gen2] USB-C+USB-A External SSD 1TB 1,050MB/s for PS5 iPhone15 MacBook iPad Xbox…

    [USB3.2 Gen2] USB-C+USB-A External SSD 1TB 1,050MB/s for PS5 iPhone15 MacBook iPad Xbox…

    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,…

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    Asrock Z790PGSONIC Mb Asrock Z790 Pg Sonic R

  • 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

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    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

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    Bacon Fried Rice Mug: 5-Minute Microwave Meal

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    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

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    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

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

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    BougeRV Anti-Rust Aluminum Roof Basket 47”x40”x8” Lightweight Universal Rooftop Cargo…

    BougeRV Anti-Rust Aluminum Roof Basket 47”x40”x8” Lightweight Universal Rooftop Cargo…

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    2PCS Car Floor Jack Handle Bolts, 3 Ton 4 Ton Horizontal Floor Jack Pressure Rod Fixed…

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

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    Drone Strobe Light Anti Collision Multiple Lighting Modes Adjustable for Night Flying – Rechargeable LED Flash Lamp, Fits DJI Neo/Avata 2/Flip/Mini 4 Pro/Mini 3 Pro/2/Air 3S/Mavic 3/2 & All RC Drones

    Drone Strobe Light Anti Collision Multiple Lighting Modes Adjustable for Night Flying – Rechargeable LED Flash Lamp, Fits DJI Neo/Avata 2/Flip/Mini 4 Pro/Mini 3 Pro/2/Air 3S/Mavic 3/2 & All RC Drones

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    Contactee & Channel talks Extra-Dimensional ETs

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Home Techcratic ™

The Expanding U.S. Intelligence Network: Is It Too Big to Manage?

Techcratic by Techcratic
May 26, 2025
in Techcratic ™
Reading Time: 7 mins read
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Introduction: Have you ever wondered just how big the U.S. intelligence network really is? You might be surprised to learn that there are over 1,200 government agencies and private companies involved in intelligence and national security efforts in the U.S. alone. This sprawling network, a result of years of post-9/11 expansion, is a fascinating (and sometimes concerning) subject to dive into.
The question on many people’s minds is: Is it too big to manage? In this blog post, we’ll explore the size, challenges, and questions surrounding the U.S. intelligence community. We’ll break it down in an easy-to-understand way, giving you a closer look at how this enormous intelligence network functions and why it might not be working as smoothly as we’d hope.

The Size of the U.S. Intelligence Community

It’s hard to imagine that there are over 1,200 organizations involved in intelligence work in the United States. But that’s exactly what a Washington Post investigation revealed back in 2010. The Top Secret America series found that, in addition to the major players like the CIA, FBI, and NSA, there were a shocking number of private contractors and smaller agencies working on national security and intelligence-related tasks. In total, more than 1,200 government agencies and 1,900 private companies were involved. That’s a massive network, and it only grew after the September 11, 2001 terrorist attacks when the U.S. government ramped up its efforts to prevent another attack by expanding intelligence operations.

Why Is This So Concerning?

You might be wondering: Why is this a problem? Isn’t more security a good thing? Well, yes and no. Here are some key concerns about such a massive network of intelligence agencies:

1. Inefficiency and Waste

With so many organizations, it’s almost impossible to avoid duplication of efforts. Imagine you’re trying to solve a puzzle, but a hundred people are working on different pieces, none of them communicating. This lack of coordination means that there’s a good chance some agencies are working on the exact same task without realizing it, wasting valuable time and resources.

  • Multiple agencies might collect the same data.
  • Different organizations may analyze the same intelligence in conflicting ways.
  • Resources are spread thin, leading to inefficiency.

2. Poor Coordination and Miscommunication

When you have that many agencies involved in national security, it’s easy for things to slip through the cracks. Agencies might not be sharing crucial information with each other, which could lead to mismatched strategies or worse, missed intelligence. This was a major issue before 9/11, with agencies like the FBI and CIA failing to communicate effectively, which contributed to the inability to prevent the attacks.

  • Information silos make collaboration difficult.
  • Vital intelligence might never make it to the right people.
  • Agencies may duplicate efforts because they aren’t talking.

3. Oversight and Accountability

A big concern is how well these agencies are being overseen. With hundreds of different organizations, some are bound to slip under the radar. This can lead to abuses of power, like over-surveillance, violations of privacy, and lack of transparency in how intelligence is gathered and used.

  • Agencies may operate with little to no public scrutiny.
  • Private contractors, who aren’t subject to the same oversight as government agencies, may be involved in sensitive work.
  • This lack of transparency raises questions about accountability and trust.

4. Cost of Operation

Let’s face it: the U.S. government spends a lot of money on its intelligence community. It’s no secret that national security agencies get hefty budgets, but are we spending that money wisely? When there are so many organizations involved, it’s easy for funds to be spread thin without producing tangible results.

  • Billions of taxpayer dollars are allocated every year.
  • Many agencies might be working on the same thing, leading to financial inefficiencies.
  • The question of whether this is a cost-effective approach is frequently raised.

The Case for a Big Intelligence Network

So far, we’ve talked a lot about the problems, but there’s another side to the story. Some argue that a large intelligence network is necessary for the complex threats the U.S. faces today. Here’s why some believe it’s worth having so many players in the game:

1. Complex Threats Require Specialized Expertise

The modern world presents a range of complex and evolving threats: from cyber-attacks to terrorism, espionage, and even pandemics. A single organization might not have the necessary skills or resources to tackle all of these challenges, so different agencies are created to focus on specialized threats.

2. Private Contractors Bring Innovation

In some cases, private companies bring specialized technologies, expertise, or innovative approaches that the government can’t easily develop in-house. While this is a legitimate reason for including private contractors, it also opens the door to concerns over the lack of accountability that often accompanies private sector involvement in national security.

3. Decentralized Risk

One argument for having multiple agencies is that it decentralizes risk. If one agency fails, there are others working on the same problem who may be able to pick up the slack. In this way, having more players in the game can act as a safety net, ensuring that no single failure has catastrophic consequences.

What Can Be Done About It?

So, with all of these challenges, what can be done to fix the system? It’s clear that reform is necessary. Here are some steps that could help make the U.S. intelligence community more efficient and accountable:

1. Increase Coordination

Agencies need to work together more effectively. Improved information-sharing and joint efforts would help eliminate duplication and make the entire system more efficient.

  • Centralize data-sharing platforms.
  • Hold regular inter-agency meetings to align goals and strategies.

2. More Oversight

Greater transparency and stronger oversight mechanisms would go a long way toward ensuring these agencies remain accountable to the public. Whether that means stricter reporting requirements or independent audits, oversight is essential for maintaining trust.

  • Congress should hold more hearings to review intelligence activities.
  • Independent bodies should monitor the actions of both government agencies and private contractors.

3. Streamline the System

Focusing on the most essential agencies and reducing redundancies would help cut down on wasted resources. Some agencies might be consolidated or eliminated altogether, focusing on core missions rather than trying to be all things to all people.

  • Consolidate overlapping agencies.
  • Reduce the reliance on contractors for core intelligence functions.

Conclusion:

The U.S. intelligence community is huge, and while it’s easy to see why such an expansive network of agencies was created, the challenges it presents are undeniable. With inefficiencies, lack of coordination, oversight concerns, and high costs, it’s clear that reform is needed to ensure that the system is not only secure but also effective and accountable. We’ve got to ask ourselves: Is this behemoth of a network really helping us protect national security, or has it become too unwieldy to manage? The answer might not be easy, but one thing’s for sure—it’s a conversation worth having. Thanks for reading! What do you think about the size of the intelligence community? Let us know your thoughts in the comments!

External Reference Links:

  • Washington Post: Top Secret America – A Hidden World, Growing Beyond Control
  • The Intelligence Community: A Brief Overview

Products You Might Like:

Here are two products that tie into themes of government transparency and home security—perfect for readers interested in both history and protecting their own space:

  • The Pentagon Papers on Amazon – Discover the hidden history of U.S. government actions during the Vietnam War.
  • Ring Video Doorbell on Amazon – Keep your home secure with this video doorbell that lets you see and communicate with visitors remotely.

This post contains Amazon affiliate links. If you make a purchase through these links, I may earn a small commission at no extra cost to you. Thank you for supporting the site!

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