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Wednesday, July 16, 2025
Techcratic
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  • AI
    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

    Artificial Intelligence

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

  • Apple
    Emmys 2025: Apple TV+ lands nominations in all major categories

    Emmys 2025: Apple TV+ lands nominations in all major categories

    AirPods hearing test, Apple Watch Sleep Apnea alert expand availability

    AirPods hearing test, Apple Watch Sleep Apnea alert expand availability

    iPhone screenshots are getting three powerful new features in iOS 26

    iPhone screenshots are getting three powerful new features in iOS 26

    PSA: Google Chrome to soon drop support for macOS Big Sur

    PSA: Google Chrome to soon drop support for macOS Big Sur

    Car Keys are coming to the Wallet app for 13 new vehicle brands soon

    Car Keys are coming to the Wallet app for 13 new vehicle brands soon

    The first 25W Qi 2.2 charger is here–just in time for the iPhone 17

    The first 25W Qi 2.2 charger is here–just in time for the iPhone 17

    July 15, 2025 – Apple leadership, Mac growth

    iOS 26 public beta rumored to launch next week

    iOS 26 public beta rumored to launch next week

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

  • ComputerWorld
    Cognition agrees to buy what’s left of Windsurf

    Cognition agrees to buy what’s left of Windsurf

    How agentic AI will change IT support roles – Computerworld

    How agentic AI will change IT support roles – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    Apple’s done innovating? Be serious – Computerworld

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

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

    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

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

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

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

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

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

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

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

  • Gaming
    The Legend of Zelda: Ocarina of Time Playthrough (Actual N64 Capture) – Part 22

    The Legend of Zelda: Ocarina of Time Playthrough (Actual N64 Capture) – Part 22

    The Legend of Zelda: Ocarina of Time Walkthrough Part 122

    The Legend of Zelda: Ocarina of Time Walkthrough Part 122

    Walkthrough FR l Zelda Minish Cap l 32 Obtenir le Boomerang Magique

    Walkthrough FR l Zelda Minish Cap l 32 Obtenir le Boomerang Magique

    Majora's Mask Walkthrough Ep1 ClockTown-Gathering Items

    Majora's Mask Walkthrough Ep1 ClockTown-Gathering Items

    The Legend of Zelda Ocarina of Time Walkthrough parte 33 Fire Temple parte 3 Megaton Hammer

    The Legend of Zelda Ocarina of Time Walkthrough parte 33 Fire Temple parte 3 Megaton Hammer

    Avowed update basically reinvents the fighter and ranger classes, while also adding new weapons and better Steam Deck optimization

    Avowed update basically reinvents the fighter and ranger classes, while also adding new weapons and better Steam Deck optimization

    magical world part 10 || lost land 8

    magical world part 10 || lost land 8

    The Legend of Zelda: LINK'S AWAKENING Intro Nintendo Switch Gameplay Walkthrough

    The Legend of Zelda: LINK'S AWAKENING Intro Nintendo Switch Gameplay Walkthrough

    Bungie says it’s ‘actively re-recording’ some voice lines for Destiny 2: The Edge of Fate after fans notice one of the game’s best-known heroes suddenly sounds like one of its most notorious villains

    Bungie says it’s ‘actively re-recording’ some voice lines for Destiny 2: The Edge of Fate after fans notice one of the game’s best-known heroes suddenly sounds like one of its most notorious villains

  • 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
    Coady Brown "Suitor" @ Nazarian / Curcio, Los Angeles

    Coady Brown "Suitor" @ Nazarian / Curcio, Los Angeles

    My 2024 Cozy Digital Art Desk Setup | iPad Accessories, Filming Gear & Digital Art Supplies

    My 2024 Cozy Digital Art Desk Setup | iPad Accessories, Filming Gear & Digital Art Supplies

    Sun Sajna Kal Aaya Sapna Song Animation Editing | Flipaclip Digital Animation Editing

    Sun Sajna Kal Aaya Sapna Song Animation Editing | Flipaclip Digital Animation Editing

    Sembang  Seni # 2 – Seni Visual dan Augmented Reality : Peranginan Sri Perigi

    Sembang Seni # 2 – Seni Visual dan Augmented Reality : Peranginan Sri Perigi

    Dasha Taran – Vector Art Tutorial – Medibang Paint Android (Part 1 : Lineart)

    Dasha Taran – Vector Art Tutorial – Medibang Paint Android (Part 1 : Lineart)

    Create a VintageTag with Ephemera and Napkins! Mixed media Full #howto video step by step Shabby

    Create a VintageTag with Ephemera and Napkins! Mixed media Full #howto video step by step Shabby

    Virtual Reality is Not What You Think

    Virtual Reality is Not What You Think

    MAJU TALK EPISODE # 2   I  Media and Art Industry Role in Pakistan

    MAJU TALK EPISODE # 2 I Media and Art Industry Role in Pakistan

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

  • Tech Deals
    Micro Center 64GB Class 10 Micro SDXC Flash Memory Card 20 Pack with Adapter for Mobile…

    Micro Center 64GB Class 10 Micro SDXC Flash Memory Card 20 Pack with Adapter for Mobile…

    Two Memory Cards Micro SD Cards 128GB with SD Adapter, High Speed Class 10, Microsd, TF…

    Two Memory Cards Micro SD Cards 128GB with SD Adapter, High Speed Class 10, Microsd, TF…

    Crucial P3 Plus 1TB PCIe Gen4 3D NAND NVMe M.2 SSD, up to 5000MB/s – CT1000P3PSSD8

    Crucial P3 Plus 1TB PCIe Gen4 3D NAND NVMe M.2 SSD, up to 5000MB/s – CT1000P3PSSD8

    Canon EOS R50 Mirrorless Camera RF-S18-45mm F4.5-6.3 is STM Lens Kit, 24.2 Megapixel…

    Canon EOS R50 Mirrorless Camera RF-S18-45mm F4.5-6.3 is STM Lens Kit, 24.2 Megapixel…

    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

  • 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
    2025 Upgraded Sunshade Top Window for Tesla Cybertruck Foldable No Gaps Nano Ice Crystal…

    2025 Upgraded Sunshade Top Window for Tesla Cybertruck Foldable No Gaps Nano Ice Crystal…

    Center Console Silicone Mat for 2024 Tesla Cybertruck Interior Accessories – TPE…

    Center Console Silicone Mat for 2024 Tesla Cybertruck Interior Accessories – TPE…

    Tesla’s retro-futuristic diner and Supercharger is here and it looks sick

    Tesla’s retro-futuristic diner and Supercharger is here and it looks sick

    Auto Sunroof Drain Cleaning Tool, 78 Inch Long Pipe Cleaning Brush Windshield Wiper…

    Auto Sunroof Drain Cleaning Tool, 78 Inch Long Pipe Cleaning Brush Windshield Wiper…

    PENSUN Rear Under Seat Storage Box Fit for Tesla Cybertruck 2024, Hidden Second Row…

    PENSUN Rear Under Seat Storage Box Fit for Tesla Cybertruck 2024, Hidden Second Row…

    Tesla’s long-time head of sales in North America is out

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    Tesla finally launches in India, but at a price that doesn’t make sense

    Tesla finally launches in India, but at a price that doesn’t make sense

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

  • UFO
    JRE:  Bob Lazar is telling the truth – REVERSE Engineering UFO?!!

    JRE: Bob Lazar is telling the truth – REVERSE Engineering UFO?!!

    The Salentino Cuts – Yellow/red Splatter

    The Salentino Cuts – Yellow/red Splatter

    New Series | UFOs: Investigating the Unknown | National Geographic MENA #shorts

    New Series | UFOs: Investigating the Unknown | National Geographic MENA #shorts

    Roswell Conspiracies: Aliens, Myths & Legends (Renewed)

    Roswell Conspiracies: Aliens, Myths & Legends (Renewed)

    New Alien Race Uncovered in Mysterious Tablets  (Season 1) | Ancient Aliens: Origins

    New Alien Race Uncovered in Mysterious Tablets (Season 1) | Ancient Aliens: Origins

    New York Eye & Ear Control

    New York Eye & Ear Control

    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    JWST's Mind Blowing Exoplanet Discovery!  #space #spaceexploration #exoplanets #nasa #fyp #shorts

    JWST's Mind Blowing Exoplanet Discovery! #space #spaceexploration #exoplanets #nasa #fyp #shorts

  • AI
    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

    Artificial Intelligence

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

  • Apple
    Emmys 2025: Apple TV+ lands nominations in all major categories

    Emmys 2025: Apple TV+ lands nominations in all major categories

    AirPods hearing test, Apple Watch Sleep Apnea alert expand availability

    AirPods hearing test, Apple Watch Sleep Apnea alert expand availability

    iPhone screenshots are getting three powerful new features in iOS 26

    iPhone screenshots are getting three powerful new features in iOS 26

    PSA: Google Chrome to soon drop support for macOS Big Sur

    PSA: Google Chrome to soon drop support for macOS Big Sur

    Car Keys are coming to the Wallet app for 13 new vehicle brands soon

    Car Keys are coming to the Wallet app for 13 new vehicle brands soon

    The first 25W Qi 2.2 charger is here–just in time for the iPhone 17

    The first 25W Qi 2.2 charger is here–just in time for the iPhone 17

    July 15, 2025 – Apple leadership, Mac growth

    iOS 26 public beta rumored to launch next week

    iOS 26 public beta rumored to launch next week

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

    Future Apple Watch or iPhone may gain a camera that’s completely hidden when not in use

  • ComputerWorld
    Cognition agrees to buy what’s left of Windsurf

    Cognition agrees to buy what’s left of Windsurf

    How agentic AI will change IT support roles – Computerworld

    How agentic AI will change IT support roles – Computerworld

    Apple’s done innovating? Be serious – Computerworld

    Apple’s done innovating? Be serious – Computerworld

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

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

    AI coding tools can slow down seasoned developers by 19%

    AI coding tools can slow down seasoned developers by 19%

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

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

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

    Tariff uncertainty hits US PC shipments in Q2 – Computerworld

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

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

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

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

  • Gaming
    The Legend of Zelda: Ocarina of Time Playthrough (Actual N64 Capture) – Part 22

    The Legend of Zelda: Ocarina of Time Playthrough (Actual N64 Capture) – Part 22

    The Legend of Zelda: Ocarina of Time Walkthrough Part 122

    The Legend of Zelda: Ocarina of Time Walkthrough Part 122

    Walkthrough FR l Zelda Minish Cap l 32 Obtenir le Boomerang Magique

    Walkthrough FR l Zelda Minish Cap l 32 Obtenir le Boomerang Magique

    Majora's Mask Walkthrough Ep1 ClockTown-Gathering Items

    Majora's Mask Walkthrough Ep1 ClockTown-Gathering Items

    The Legend of Zelda Ocarina of Time Walkthrough parte 33 Fire Temple parte 3 Megaton Hammer

    The Legend of Zelda Ocarina of Time Walkthrough parte 33 Fire Temple parte 3 Megaton Hammer

    Avowed update basically reinvents the fighter and ranger classes, while also adding new weapons and better Steam Deck optimization

    Avowed update basically reinvents the fighter and ranger classes, while also adding new weapons and better Steam Deck optimization

    magical world part 10 || lost land 8

    magical world part 10 || lost land 8

    The Legend of Zelda: LINK'S AWAKENING Intro Nintendo Switch Gameplay Walkthrough

    The Legend of Zelda: LINK'S AWAKENING Intro Nintendo Switch Gameplay Walkthrough

    Bungie says it’s ‘actively re-recording’ some voice lines for Destiny 2: The Edge of Fate after fans notice one of the game’s best-known heroes suddenly sounds like one of its most notorious villains

    Bungie says it’s ‘actively re-recording’ some voice lines for Destiny 2: The Edge of Fate after fans notice one of the game’s best-known heroes suddenly sounds like one of its most notorious villains

  • 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
    Coady Brown "Suitor" @ Nazarian / Curcio, Los Angeles

    Coady Brown "Suitor" @ Nazarian / Curcio, Los Angeles

    My 2024 Cozy Digital Art Desk Setup | iPad Accessories, Filming Gear & Digital Art Supplies

    My 2024 Cozy Digital Art Desk Setup | iPad Accessories, Filming Gear & Digital Art Supplies

    Sun Sajna Kal Aaya Sapna Song Animation Editing | Flipaclip Digital Animation Editing

    Sun Sajna Kal Aaya Sapna Song Animation Editing | Flipaclip Digital Animation Editing

    Sembang  Seni # 2 – Seni Visual dan Augmented Reality : Peranginan Sri Perigi

    Sembang Seni # 2 – Seni Visual dan Augmented Reality : Peranginan Sri Perigi

    Dasha Taran – Vector Art Tutorial – Medibang Paint Android (Part 1 : Lineart)

    Dasha Taran – Vector Art Tutorial – Medibang Paint Android (Part 1 : Lineart)

    Create a VintageTag with Ephemera and Napkins! Mixed media Full #howto video step by step Shabby

    Create a VintageTag with Ephemera and Napkins! Mixed media Full #howto video step by step Shabby

    Virtual Reality is Not What You Think

    Virtual Reality is Not What You Think

    MAJU TALK EPISODE # 2   I  Media and Art Industry Role in Pakistan

    MAJU TALK EPISODE # 2 I Media and Art Industry Role in Pakistan

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

    Draw A Lotus Flower in Ms Paint | Kamal Kaa Phool Ms Paint Me Kaise Bnaye

  • Tech Deals
    Micro Center 64GB Class 10 Micro SDXC Flash Memory Card 20 Pack with Adapter for Mobile…

    Micro Center 64GB Class 10 Micro SDXC Flash Memory Card 20 Pack with Adapter for Mobile…

    Two Memory Cards Micro SD Cards 128GB with SD Adapter, High Speed Class 10, Microsd, TF…

    Two Memory Cards Micro SD Cards 128GB with SD Adapter, High Speed Class 10, Microsd, TF…

    Crucial P3 Plus 1TB PCIe Gen4 3D NAND NVMe M.2 SSD, up to 5000MB/s – CT1000P3PSSD8

    Crucial P3 Plus 1TB PCIe Gen4 3D NAND NVMe M.2 SSD, up to 5000MB/s – CT1000P3PSSD8

    Canon EOS R50 Mirrorless Camera RF-S18-45mm F4.5-6.3 is STM Lens Kit, 24.2 Megapixel…

    Canon EOS R50 Mirrorless Camera RF-S18-45mm F4.5-6.3 is STM Lens Kit, 24.2 Megapixel…

    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    LEGO Star Wars: The Force Awakens – Xbox 360 Standard Edition

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    Western Digital 10TB WD Purple Surveillance Internal Hard Drive HDD – SATA 6 Gb/s, 256…

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    NexStar 6G, 2.5” SATA III to USB 3.2 Gen1 External SSD/HDD Enclosure, ID: Black

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Toshiba Canvio Basics 4TB Portable External Hard Drive USB 3.0, Black – HDTB540XK3CA

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

    Vansuny 64GB Type C Flash Drive 2 in 1 OTG USB 3.0 + USB C Memory Stick with Keychain…

  • 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
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    2025 Upgraded Sunshade Top Window for Tesla Cybertruck Foldable No Gaps Nano Ice Crystal…

    Center Console Silicone Mat for 2024 Tesla Cybertruck Interior Accessories – TPE…

    Center Console Silicone Mat for 2024 Tesla Cybertruck Interior Accessories – TPE…

    Tesla’s retro-futuristic diner and Supercharger is here and it looks sick

    Tesla’s retro-futuristic diner and Supercharger is here and it looks sick

    Auto Sunroof Drain Cleaning Tool, 78 Inch Long Pipe Cleaning Brush Windshield Wiper…

    Auto Sunroof Drain Cleaning Tool, 78 Inch Long Pipe Cleaning Brush Windshield Wiper…

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    PENSUN Rear Under Seat Storage Box Fit for Tesla Cybertruck 2024, Hidden Second Row…

    Tesla’s long-time head of sales in North America is out

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    RYANSTAR RACING Black Car Door Handles Compatible with Tesla Cybertruck 2023 2024 2025 4…

    Tesla finally launches in India, but at a price that doesn’t make sense

    Tesla finally launches in India, but at a price that doesn’t make sense

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

    Cyber Hooks Heavy Duty Steel L Track Cleat Hooks – 4PCS Set, OEM Style Compatible with…

  • UFO
    JRE:  Bob Lazar is telling the truth – REVERSE Engineering UFO?!!

    JRE: Bob Lazar is telling the truth – REVERSE Engineering UFO?!!

    The Salentino Cuts – Yellow/red Splatter

    The Salentino Cuts – Yellow/red Splatter

    New Series | UFOs: Investigating the Unknown | National Geographic MENA #shorts

    New Series | UFOs: Investigating the Unknown | National Geographic MENA #shorts

    Roswell Conspiracies: Aliens, Myths & Legends (Renewed)

    Roswell Conspiracies: Aliens, Myths & Legends (Renewed)

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    New Alien Race Uncovered in Mysterious Tablets (Season 1) | Ancient Aliens: Origins

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    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Drones with Camera for Adults 6K Foldable Headless Drone with Obstacle Avoidance Function Optical Flow Positioning Gesture Photography with Storage Bag 2 Battery

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    Women’S Sarong Coverups Beach Bathing Suit Wrap Skirt Sheer Bikini Wraps Chiffon Cover Ups For Swimwear

    JWST's Mind Blowing Exoplanet Discovery!  #space #spaceexploration #exoplanets #nasa #fyp #shorts

    JWST's Mind Blowing Exoplanet Discovery! #space #spaceexploration #exoplanets #nasa #fyp #shorts

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Techcratic
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Home Physics

New approach improves predictions for solid waste management

Physics by Physics
January 7, 2025
in Physics
Reading Time: 6 mins read
129
A A
0

2025-01-07 11:50:00
phys.org

New Research Improves Predictions for Solid Waste Management
Credit: Nareeta Martin.

A new approach for predicting the contents of municipal solid waste can help improve the efficiency of recycling and landfill operations. The new method applies a conventional approach to forecasting how many total tons of solid waste will be generated at the county level and incorporates a separate, complimentary model that predicts the makeup of the waste with an unprecedented level of detail.

The paper, “Predicting the Composition of Solid Waste at the County Scale,” is published in the journal Waste Management.

“The effect of our new approach is that solid waste managers can forecast a detailed breakdown of the different materials that will make up the waste stream in addition to the overall tonnage of waste they might expect in the coming year,” says Adolfo Escobedo, co-author of a paper on the work and an associate professor in North Carolina State University’s Edward P. Fitts Department of Industrial and Systems Engineering.

“The diverse materials that end up in the waste stream are managed differently, particularly when attempting to implement a sustainable operation,” says Joshua Grassel, corresponding author of the paper and a Ph.D. student in the operations research graduate program at NC State.

“It’s useful for managers to have a good idea of what sorts of materials they’ll be getting, and in what amounts, so that they can plan for how to process those materials. Some things can be recycled, some can be composted, and so on. Different types of infrastructure are required to process the array of materials, and proper planning is critical for making sustainable waste management a practical reality.”

Historically, waste managers have relied on simple models for forecasting the overall tonnage of solid waste that will be produced each year at the county level. But attempts to predict the composition of that waste have been somewhat limited, with few models attempting to break the overall waste stream down in any significant detail.

“One of the problems that previous modeling attempts ran into was that they were trying to predict the amount of each material present in the waste stream directly,” Escobedo says.

“In other words, they were trying to predict how many tons there would be of each category of waste. This was challenging, even when evaluating only a limited number of categories. We took a different approach, adopting a two-phased strategy.”

Specifically, the researchers tailored a model to focus on solid waste composition by evaluating what proportion of the waste would fall under each waste category. The end result is capable of estimating municipal solid waste composition across 43 comprehensive material categories, ranging from aluminum cans to food waste.

Users can then couple the outputs from the waste composition model with predictions of total solid waste from well-established techniques.

“For example, if the model for waste tonnage predicts there will be 1,000 tons of solid waste, and the composition model predicts that 25% of the waste will be food waste, you end up with a prediction of 250 tons of food waste,” Grassel says.

“In addition to providing new insights for waste managers, this is a significant advance because there had previously been no central repository of data on waste compositions,” Escobedo says.

“Lack of easy access to data has hampered efforts to develop robust solid waste forecasting tools. So a secondary, supplementary contribution here has been to compile this data and make it publicly available. It was certainly valuable in developing our modeling toolkit, and we’re optimistic it will facilitate additional work by other researchers in the field.”

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To validate their approach, the researchers ran three case studies using real-world data.

“The results are promising—we certainly established proof-of-concept for this approach to solid waste forecasting,” Grassel says.

“However, we also know there is substantial room for improvement. We are already working with colleagues to incorporate more nuanced statistical modeling techniques to this framework—and are receptive to collaboration opportunities,” Escobedo says.

The paper was co-authored by Rajesh Buch of Arizona State University (ASU). The authors wish to acknowledge the other contributing members of the project team at ASU (Jen Clifton, Kazi Wahadul Hassan, Teja Phani Kumar Kadimi, Pitu Mirchandani, and Nivedita Rengarajan), at Northern Arizona University (Darren Bingham and Richard Rushforth), and at the Arizona Department of Environmental Quality (J.B. Shaw).

More information:
Joshua T. Grassel et al, Predicting the composition of solid waste at the county scale, Waste Management (2024). DOI: 10.1016/j.wasman.2024.12.002

Provided by
North Carolina State University


Citation:
Recycling planning: New approach improves predictions for solid waste management (2025, January 7)
retrieved 7 January 2025
from https://phys.org/news/2025-01-recycling-approach-solid.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.



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