Amazon announces Rufus, new generative AI-powered conversational shopping experience



 Amazon News release:

90


Rufus is an expert shopping assistant trained on Amazon’s product catalog and information from across the web to answer customer questions on shopping needs, products, and comparisons, make recommendations based on this context, and facilitate product discovery in the same Amazon shopping experience customers use regularly.

Launching today in beta to a small subset of customers in Amazon’s mobile app, Rufus will progressively roll out to additional U.S. customers in the coming weeks.


Amazon has been using AI very expansively for 25+ years to improve customer experiences. The personalized recommendations customers get when they shop Amazon’s store, the pick paths in our fulfillment centers, our drone deliveries, the conversational capabilities of Alexa, and our checkout-free Amazon Go stores are just a few examples of experiences fueled by AI. And we believe generative AI is going to change virtually all customer experiences that we know.

This past year, we’ve introduced a number of new generative AI-powered capabilities in Amazon’s store to make shopping even easier and more convenient. Our AI-generated review highlights provide customers with common themes from dozens, hundreds, or even thousands of reviews at a glance to help them quickly understand customer insights. We also recently introduced our Fit Review Highlights feature, which offers personalized size guidance and insights so customers can determine which size will fit them best. We are also using generative AI to make product listings even more informative for customers by helping our selling partners write more engaging and effective titles and product descriptions, and enrich existing listings.

Building on these AI customer innovations, today we are launching Rufus.

Rufus is a generative AI-powered expert shopping assistant trained on Amazon’s extensive product catalog, customer reviews, community Q&As, and information from across the web to answer customer questions on a variety of shopping needs and products, provide comparisons, and make recommendations based on conversational context.

From broad research at the start of a shopping journey such as “what to consider when buying running shoes?” to comparisons such as “what are the differences between trail and road running shoes?” to more specific questions such as “are these durable?”, Rufus meaningfully improves how easy it is for customers to find and discover the best products to meet their needs, integrated seamlessly into the same Amazon shopping experience they use regularly.

We're launching Rufus in beta and starting to roll it out to customers in waves, beginning with a small subset of customers in the U.S. using our mobile app, and progressively rolling it out to the rest of our U.S. customers in the coming weeks.

Amazon Rufus shopping AI assistant


With Rufus, customers can:
  • Learn what to look for while shopping product categories: Customers can conduct more general product research on Amazon, asking questions such as “what to consider when buying headphones?”, “what to consider when detailing my car at home?”, or “what are clean beauty products?” and receive helpful information to guide their shopping mission.
  • Shop by occasion or purpose: Customers can search for and discover products based on activity, event, purpose, and other specific use cases by asking a range of questions such as “what do I need for cold weather golf?” or “I want to start an indoor garden.” Rufus suggests shoppable product categories—from golf base layers, jackets, and gloves to seed starters, potting mix, and grow lights—and related questions that customers can click on to conduct more specific searches.
  • Get help comparing product categories: Customers can now ask “what’s the difference between lip gloss and lip oil?” or “compare drip to pour-over coffee makers” so they can find the type of product that best suits their needs and make even more confident purchase decisions.
  • Find the best recommendations: Customers can ask for recommendations for exactly what they need, such as “what are good gifts for Valentine’s Day?” or “best dinosaur toys for a 5-year-old.” Rufus generates results tailored to the specific question and makes it quick and easy for customers to browse more refined results.
  • Ask questions about a specific product while on a product detail page: Customers can use Rufus to quickly get answers to specific questions about individual products when they are viewing the product’s detail page, such as “is this pickleball paddle good for beginners?”, or “is this jacket machine washable?”, or “is this cordless drill easy to hold?”. Rufus will generate answers based on listing details, customer reviews, and community Q&As.
Amazon Rufus shopping AI assistant


With Rufus, customers are now able to shop alongside a generative AI-powered expert that knows Amazon’s selection inside and out, and can bring it all together with information from across the web to help them make more informed purchase decisions.

Get started with the Rufus beta​


Rufus is now being made available to select customers when they next update their Amazon Shopping app. To use Rufus, customers in the beta can simply start typing or speaking their questions into the search bar in Amazon’s mobile app and a Rufus chat dialog box will appear at the bottom of their screen. Customers can expand the chat dialog box to see answers to their questions, tap on suggested questions, and ask follow-up questions in the chat dialog box. Customers can dismiss Rufus to return to their traditional search results at any time by swiping down to send the chat dialog box back to the bottom of their screen.


Rufus generates answers using relevant information from across Amazon and the web to help customers make better, more informed shopping decisions. It’s still early days for generative AI, and the technology won’t always get it exactly right. We will keep improving our AI models and fine-tune responses to continuously make Rufus more helpful over time. Customers are encouraged to leave feedback by rating their answers with a thumbs up or thumbs down, and they have the option to provide freeform feedback as well.

We are excited about the potential of generative AI and will continue testing new features to make it even easier to find and discover, research, and buy products in Amazon’s store. We look forward to progressively rolling Rufus out to additional U.S. customers in the coming weeks.


 Source:

 
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Nothing to do with Rufus as we know it - I can feel a lawsuit coming on LOL.
 

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Windows 11 Pro + Win11 Canary VM.I9 13th gen i9-13900H 2.60 GHZ16 GB solderedIntegrated Intel Iris XE
OS
Windows 11 Pro + Win11 Canary VM.
Computer type
Laptop
Manufacturer/Model
ASUS Zenbook 14
CPU
I9 13th gen i9-13900H 2.60 GHZ
Motherboard
Yep, Laptop has one.
Memory
16 GB soldered
Graphics Card(s)
Integrated Intel Iris XE
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Realtek built in
Monitor(s) Displays
laptop OLED screen
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2880x1800 touchscreen
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1 TB NVME SSD (only weakness is only one slot)
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Internal + 65W thunderbolt USB4 charger
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Yep, got one
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Stella Artois (UK pint cans - 568 ml) - extra cost.
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Built in UK keybd
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Bluetooth , wireless dongled, wired
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900 mbs (ethernet), wifi 6 typical 350-450 mb/s both up and down
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Edge
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Defender
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Macrium Reflect Home V8
Office 365 Family (6 users each 1TB onedrive space)
Hyper-V (a vm runs almost as fast as my older laptop)
Amazon has the worst search system I have ever experienced. You can not do a precise search, it constantly shoves favoured vendors or products in your face and the results are terrible. It is the least configerable search sytem I’ve ever come across. I can’t see how this Ai will change anything, also, it looks as ugly as could be. It also looks time consuming.

Trying to get Ai to understand a simple directive or question is still frustrating, on any platform.
 

My Computers My Computers

  • At a glance

    Windows 11 Pro 25H2 Build 26200.8655Intel(R) Core(TM) i7-4770K CPU @ 3.50GHz32.0 GB of I forget and the box is in storage.Gigabyte nVidia GeForce GTX 1660 Super OC 6GB
    OS
    Windows 11 Pro 25H2 Build 26200.8655
    Computer type
    PC/Desktop
    Manufacturer/Model
    Sin-built 2013
    CPU
    Intel(R) Core(TM) i7-4770K CPU @ 3.50GHz
    Motherboard
    ASUS ROG Maximus VI Formula
    Memory
    32.0 GB of I forget and the box is in storage.
    Graphics Card(s)
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    ROG SupremeFX Formula 8-Channel High Definition Audio
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    5 x LG 25MS500-B - 1 x 24MK430H-B - 1 x Wacom Pro 22" Touch Screen Tablet
    Screen Resolution
    All over the place
    Hard Drives
    Too many to list. OS on Samsung 1TB 870 QVO SATA
    PSU
    Silverstone 1500
    Case
    NZXT Phantom 820 Full-Tower Case
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    Noctua NH-D15 Elite Class Dual Tower CPU Cooler / 6 x EziDIY 120mm / 2 x Corsair 140mm somethings / 1 x 140mm Thermaltake something / 2 x 200mm Corsair.
    Keyboard
    Corsair K95 / Logitech diNovo Edge Wireless
    Mouse
    Logitech: G402 / G502 / Mx Masters / Mx Air Cordless
    Internet Speed
    2000/500Mbps
    Browser
    All sorts
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    Kaspersky Premium
    Other Info
    ㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
    TP-Link BE9300 WiFi 7 Bluetooth 5.4 (Archer TBE550E)
    TP-Link TX201 V1 2.5GB Lan

    Grandstream HT812 - VoIP
    ASUS DSL-AX82U - Mesh
    ASUS RT-AC68U - Mesh
    ASUS RT-BE88U Router

    Brother MFC-L2880DW Printer

    I’m on a horse.
  • At a glance

    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)13th Generation Intel® Core™ i5-1340P Process...16GB LPDDR5-52001x Intel® Iris® Xe Graphics
    Operating System
    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)
    Computer type
    Laptop
    Manufacturer/Model
    LENOVO Yoga 7 14IRL8 - Type 82YL
    CPU
    13th Generation Intel® Core™ i5-1340P Processor(Core™ i5-1340P)
    Memory
    16GB LPDDR5-5200
    Graphics card(s)
    1x Intel® Iris® Xe Graphics
    Sound Card
    Optimized with Dolby Atmos®
    Screen Resolution
    QHD 2880 x 1800 OLED
    Hard Drives
    M.2 512 GB SSD PCIe
    Mouse
    Logiteck MX Master 3S
    Internet Speed
    2000/500
    Antivirus
    Defender / Malwarebytes
    Other Info
    …still on a horse.


    Wireless Network: Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above
    Ports: 1x 1 Novo button; 2 in 1 Audio Combo jack; Micro SD Card Reader; HDMI 1.4b; 2 x USB Type-C (TBT4)
    USB 3.2 Gen 2 DP 1.4a
    PD 3.0); 1 x USB 3.2 Gen1 Type A
    Camera
    1x 1080P FHD IR/RGB Hybrid with Privacy Shutter and Dual Array Microphone
    Graphics
    1x Intel® Iris® Xe Graphics
    Monitor
    14" WUXGA
    Form Factor
    Convertible Notebook
  • Windows 11 Pro 25H2 Build 26200.8655 (Wifes)

    Yoga 7 2-in-1 14IML9 - Type 83DJ

    Processor: Intel® Core™ Ultra 7 155H Processor(Core™ Ultra 7 155H)

    Memory: 32GB LPD5X-7467

    Hard Drive: 1 TB SSD PCIe

    Wireless Network: 1x Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above

    Ports: 1 x HDMI 2.1 TMDS; 1 x Novo Button; 1 x Combo Audio Jack
    2 x USB-C (USB 4.0)
    1 x USB-A 3.2 Gen 1

    Camera: 1080P FHD IR Hybrid with Dual Microphone

    Graphics: Intel® Arc™ Graphics

    Monitor: 14" 2.8K

    ...Where's my horse?
Nothing to do with Rufus as we know it - I can feel a lawsuit coming on LOL.
Is Rufus as we know it a business or company name though? I did a search, so many business and companies named Rufus it was surprising. I didn’t find “Rufus” as we know it.
 

My Computers My Computers

  • At a glance

    Windows 11 Pro 25H2 Build 26200.8655Intel(R) Core(TM) i7-4770K CPU @ 3.50GHz32.0 GB of I forget and the box is in storage.Gigabyte nVidia GeForce GTX 1660 Super OC 6GB
    OS
    Windows 11 Pro 25H2 Build 26200.8655
    Computer type
    PC/Desktop
    Manufacturer/Model
    Sin-built 2013
    CPU
    Intel(R) Core(TM) i7-4770K CPU @ 3.50GHz
    Motherboard
    ASUS ROG Maximus VI Formula
    Memory
    32.0 GB of I forget and the box is in storage.
    Graphics Card(s)
    Gigabyte nVidia GeForce GTX 1660 Super OC 6GB
    Sound Card
    ROG SupremeFX Formula 8-Channel High Definition Audio
    Monitor(s) Displays
    5 x LG 25MS500-B - 1 x 24MK430H-B - 1 x Wacom Pro 22" Touch Screen Tablet
    Screen Resolution
    All over the place
    Hard Drives
    Too many to list. OS on Samsung 1TB 870 QVO SATA
    PSU
    Silverstone 1500
    Case
    NZXT Phantom 820 Full-Tower Case
    Cooling
    Noctua NH-D15 Elite Class Dual Tower CPU Cooler / 6 x EziDIY 120mm / 2 x Corsair 140mm somethings / 1 x 140mm Thermaltake something / 2 x 200mm Corsair.
    Keyboard
    Corsair K95 / Logitech diNovo Edge Wireless
    Mouse
    Logitech: G402 / G502 / Mx Masters / Mx Air Cordless
    Internet Speed
    2000/500Mbps
    Browser
    All sorts
    Antivirus
    Kaspersky Premium
    Other Info
    ㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
    TP-Link BE9300 WiFi 7 Bluetooth 5.4 (Archer TBE550E)
    TP-Link TX201 V1 2.5GB Lan

    Grandstream HT812 - VoIP
    ASUS DSL-AX82U - Mesh
    ASUS RT-AC68U - Mesh
    ASUS RT-BE88U Router

    Brother MFC-L2880DW Printer

    I’m on a horse.
  • At a glance

    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)13th Generation Intel® Core™ i5-1340P Process...16GB LPDDR5-52001x Intel® Iris® Xe Graphics
    Operating System
    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)
    Computer type
    Laptop
    Manufacturer/Model
    LENOVO Yoga 7 14IRL8 - Type 82YL
    CPU
    13th Generation Intel® Core™ i5-1340P Processor(Core™ i5-1340P)
    Memory
    16GB LPDDR5-5200
    Graphics card(s)
    1x Intel® Iris® Xe Graphics
    Sound Card
    Optimized with Dolby Atmos®
    Screen Resolution
    QHD 2880 x 1800 OLED
    Hard Drives
    M.2 512 GB SSD PCIe
    Mouse
    Logiteck MX Master 3S
    Internet Speed
    2000/500
    Antivirus
    Defender / Malwarebytes
    Other Info
    …still on a horse.


    Wireless Network: Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above
    Ports: 1x 1 Novo button; 2 in 1 Audio Combo jack; Micro SD Card Reader; HDMI 1.4b; 2 x USB Type-C (TBT4)
    USB 3.2 Gen 2 DP 1.4a
    PD 3.0); 1 x USB 3.2 Gen1 Type A
    Camera
    1x 1080P FHD IR/RGB Hybrid with Privacy Shutter and Dual Array Microphone
    Graphics
    1x Intel® Iris® Xe Graphics
    Monitor
    14" WUXGA
    Form Factor
    Convertible Notebook
  • Windows 11 Pro 25H2 Build 26200.8655 (Wifes)

    Yoga 7 2-in-1 14IML9 - Type 83DJ

    Processor: Intel® Core™ Ultra 7 155H Processor(Core™ Ultra 7 155H)

    Memory: 32GB LPD5X-7467

    Hard Drive: 1 TB SSD PCIe

    Wireless Network: 1x Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above

    Ports: 1 x HDMI 2.1 TMDS; 1 x Novo Button; 1 x Combo Audio Jack
    2 x USB-C (USB 4.0)
    1 x USB-A 3.2 Gen 1

    Camera: 1080P FHD IR Hybrid with Dual Microphone

    Graphics: Intel® Arc™ Graphics

    Monitor: 14" 2.8K

    ...Where's my horse?

My Computers My Computers

  • At a glance

    Win 11 Pro 25H2 26200.8737Intel® Core™ i7-14700KG.SKILL Ripjaws S5 Series 64GB (2 x 32GB) DDR5ASUS GeForce RTX 4070 Super 12GB
    OS
    Win 11 Pro 25H2 26200.8737
    Computer type
    PC/Desktop
    Manufacturer/Model
    Self Built
    CPU
    Intel® Core™ i7-14700K
    Motherboard
    ASUS TUF Z690-PLUS WIFI BIOS 4505 11/29/25
    Memory
    G.SKILL Ripjaws S5 Series 64GB (2 x 32GB) DDR5
    Graphics Card(s)
    ASUS GeForce RTX 4070 Super 12GB
    Sound Card
    Sound Blaster AE-5 Plus
    Monitor(s) Displays
    ASUS TUF Gaming 27" 2K HDR Gaming
    Screen Resolution
    2560 x 1440
    Hard Drives
    Samsung 990 Pro 1TB NVMe (Win 11 25H2)
    SK hynix P41 500GB NVMe 25H2 DEV/Games
    SK hynix P41 2TB NVMe (x3)
    Crucial P3 Plus 4TB
    PSU
    Corsair RM850x Shift
    Case
    Antec Dark Phantom DP502 FLUX
    Cooling
    Corsair Nautilus 360 RS AIO
    Keyboard
    Logitech MK 320
    Mouse
    Razer Basilisk V3
    Internet Speed
    750Mbs
    Browser
    Firefox
    Antivirus
    Winows Security
    Other Info
    MR 8.1 Home
  • At a glance

    Win 11 Pro 25H2 26200.8737Intel Core i7-11700F64 GB DDR4MSI GeForce RTX 3060 Ventus 2X 12GB
    Operating System
    Win 11 Pro 25H2 26200.8737
    Computer type
    PC/Desktop
    Manufacturer/Model
    Self Built
    CPU
    Intel Core i7-11700F
    Motherboard
    Asus TUF Gaming Z590 Plus WiFi (BIOS 2803)
    Memory
    64 GB DDR4
    Graphics card(s)
    MSI GeForce RTX 3060 Ventus 2X 12GB
    Sound Card
    SoundBlaster Audigy Fx V2
    Monitor(s) Displays
    Samsung F27T350
    Screen Resolution
    1920x1080
    Hard Drives
    Samsung 980 Pro 1TB
    Samsung 970 EVO Plus 2TB
    Samsung 870 EVO 500GB SSD
    PSU
    Corsair HX750
    Case
    Cougar MX330-G Window
    Cooling
    Thermalright Frozen Edge 240 Black AIO
    Internet Speed
    350Mbps
    Browser
    Firefox
    Antivirus
    Windows Security
  • System Three
    Win 11 Pro 25H2 26200.8737
    ASUS PRIME Z370-P II BIOS 3004 7/12/21
    Intel Core i7-8700 CPU @ 3.20GHz
    32GB DDR4 RAM (4x8)
    iGPU Intel UHD Graphics 630
    Mid-Tower Desktop

My Computers My Computers

  • At a glance

    Windows 11 Pro 25H2 Build 26200.8655Intel(R) Core(TM) i7-4770K CPU @ 3.50GHz32.0 GB of I forget and the box is in storage.Gigabyte nVidia GeForce GTX 1660 Super OC 6GB
    OS
    Windows 11 Pro 25H2 Build 26200.8655
    Computer type
    PC/Desktop
    Manufacturer/Model
    Sin-built 2013
    CPU
    Intel(R) Core(TM) i7-4770K CPU @ 3.50GHz
    Motherboard
    ASUS ROG Maximus VI Formula
    Memory
    32.0 GB of I forget and the box is in storage.
    Graphics Card(s)
    Gigabyte nVidia GeForce GTX 1660 Super OC 6GB
    Sound Card
    ROG SupremeFX Formula 8-Channel High Definition Audio
    Monitor(s) Displays
    5 x LG 25MS500-B - 1 x 24MK430H-B - 1 x Wacom Pro 22" Touch Screen Tablet
    Screen Resolution
    All over the place
    Hard Drives
    Too many to list. OS on Samsung 1TB 870 QVO SATA
    PSU
    Silverstone 1500
    Case
    NZXT Phantom 820 Full-Tower Case
    Cooling
    Noctua NH-D15 Elite Class Dual Tower CPU Cooler / 6 x EziDIY 120mm / 2 x Corsair 140mm somethings / 1 x 140mm Thermaltake something / 2 x 200mm Corsair.
    Keyboard
    Corsair K95 / Logitech diNovo Edge Wireless
    Mouse
    Logitech: G402 / G502 / Mx Masters / Mx Air Cordless
    Internet Speed
    2000/500Mbps
    Browser
    All sorts
    Antivirus
    Kaspersky Premium
    Other Info
    ㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
    TP-Link BE9300 WiFi 7 Bluetooth 5.4 (Archer TBE550E)
    TP-Link TX201 V1 2.5GB Lan

    Grandstream HT812 - VoIP
    ASUS DSL-AX82U - Mesh
    ASUS RT-AC68U - Mesh
    ASUS RT-BE88U Router

    Brother MFC-L2880DW Printer

    I’m on a horse.
  • At a glance

    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)13th Generation Intel® Core™ i5-1340P Process...16GB LPDDR5-52001x Intel® Iris® Xe Graphics
    Operating System
    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)
    Computer type
    Laptop
    Manufacturer/Model
    LENOVO Yoga 7 14IRL8 - Type 82YL
    CPU
    13th Generation Intel® Core™ i5-1340P Processor(Core™ i5-1340P)
    Memory
    16GB LPDDR5-5200
    Graphics card(s)
    1x Intel® Iris® Xe Graphics
    Sound Card
    Optimized with Dolby Atmos®
    Screen Resolution
    QHD 2880 x 1800 OLED
    Hard Drives
    M.2 512 GB SSD PCIe
    Mouse
    Logiteck MX Master 3S
    Internet Speed
    2000/500
    Antivirus
    Defender / Malwarebytes
    Other Info
    …still on a horse.


    Wireless Network: Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above
    Ports: 1x 1 Novo button; 2 in 1 Audio Combo jack; Micro SD Card Reader; HDMI 1.4b; 2 x USB Type-C (TBT4)
    USB 3.2 Gen 2 DP 1.4a
    PD 3.0); 1 x USB 3.2 Gen1 Type A
    Camera
    1x 1080P FHD IR/RGB Hybrid with Privacy Shutter and Dual Array Microphone
    Graphics
    1x Intel® Iris® Xe Graphics
    Monitor
    14" WUXGA
    Form Factor
    Convertible Notebook
  • Windows 11 Pro 25H2 Build 26200.8655 (Wifes)

    Yoga 7 2-in-1 14IML9 - Type 83DJ

    Processor: Intel® Core™ Ultra 7 155H Processor(Core™ Ultra 7 155H)

    Memory: 32GB LPD5X-7467

    Hard Drive: 1 TB SSD PCIe

    Wireless Network: 1x Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above

    Ports: 1 x HDMI 2.1 TMDS; 1 x Novo Button; 1 x Combo Audio Jack
    2 x USB-C (USB 4.0)
    1 x USB-A 3.2 Gen 1

    Camera: 1080P FHD IR Hybrid with Dual Microphone

    Graphics: Intel® Arc™ Graphics

    Monitor: 14" 2.8K

    ...Where's my horse?
I mean I couldn’t find the above entity as a registered name. I’m not saying it isn’t though.
Well now it'll be even harder to find. It's still better then Ventoy in some edge cases.
 

My Computers My Computers

  • At a glance

    Windows 11AMD Ryzen 5 3600G.Skill Flare X 16 GB (2 x 8 GB) DDR4-3200 CL...Dell OEM RX 5700
    OS
    Windows 11
    Computer type
    PC/Desktop
    Manufacturer/Model
    "Selene"
    CPU
    AMD Ryzen 5 3600
    Motherboard
    Gigabyte A520I AC Mini ITX AM4
    Memory
    G.Skill Flare X 16 GB (2 x 8 GB) DDR4-3200 CL16 Memory
    Graphics Card(s)
    Dell OEM RX 5700
    Monitor(s) Displays
    LG 29UM69G-B 29.0" 1.5X Ultrawide 75 Hz Monitor
    Screen Resolution
    2560 x 1080
    Hard Drives
    Intel 660p 1.02 TB M.2-2280 PCIe 3.0 X4 NVME Solid State Drive
    Western Digital Caviar Blue 1 TB 3.5" 7200 RPM Internal Hard Drive
    PSU
    Corsair CX650M 650 W 80+ Bronze Certified Semi-modular ATX Power Supply
    Case
    Thermaltake Suppressor F1
    Keyboard
    SteelSeries APEX RGB Wired Gaming Keyboard
    Mouse
    SteelSeries Rival 300 Wired Optical Mouse
    Other Info
    SteelSeries Arctis 5 7.1 Channel Headset
  • At a glance

    Windows 11
    Operating System
    Windows 11
    Computer type
    Laptop
    Manufacturer/Model
    MSI Katana GF76 11 UD
I bet their Artificial Idiot won't beat me in finding the best discounts being a Yorkshireman
 

My Computer My Computer

At a glance

Windows 11 ProCore i7-13700K64 GB Kingston Fury Beast DDR5Gigabyte GeForce RTX 2060 Super Gaming OC 8G
OS
Windows 11 Pro
Computer type
PC/Desktop
Manufacturer/Model
Self build
CPU
Core i7-13700K
Motherboard
Asus TUF Gaming Plus WiFi Z790
Memory
64 GB Kingston Fury Beast DDR5
Graphics Card(s)
Gigabyte GeForce RTX 2060 Super Gaming OC 8G
Sound Card
Realtek S1200A
Monitor(s) Displays
Viewsonic VP2770 & Dell (secondary)
Screen Resolution
2560 x 1440
Hard Drives
Kingston KC3000 2TB NVME SSD & SATA HDDs & SSD
PSU
EVGA SuperNova G2 850W
Case
Nanoxia Deep Silence 1
Cooling
Noctua NH-D14
Keyboard
Microsoft Digital Media Pro
Mouse
Logitech Wireless
Internet Speed
80 Mb / s
Browser
Chrome
Antivirus
Defender, Malwarebytes Free & AdwCleaner
I already know how to do a search for what I'm going to buy. I don't need AI to do all of my thinking for me.
 

My Computers My Computers

  • At a glance

    Windows 11 Pro 25H2Intel Core i7-10700K16GB (8GB PC4-19200 DDR4 SDRAM x2)NVIDIA GeForce GTX 1050 TI
    OS
    Windows 11 Pro 25H2
    Computer type
    PC/Desktop
    Manufacturer/Model
    PowerSpec B746
    CPU
    Intel Core i7-10700K
    Motherboard
    ASRock Z490 Phantom Gaming 4/ax
    Memory
    16GB (8GB PC4-19200 DDR4 SDRAM x2)
    Graphics Card(s)
    NVIDIA GeForce GTX 1050 TI
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    #1. LG ULTRAWIDE 34" #2. AOC Q32G2WG3 32"
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    #1. 3440 X 1440 #2. 1920 x 1080
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    Logitech K270
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    Webroot SecureAnywhere CE 26.1
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    Windows 11 Canary ChannelIntel Core i5-8400 CPU @ 2.80GHz16 MB DDR 4-2666
    Operating System
    Windows 11 Canary Channel
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    PC/Desktop
    Manufacturer/Model
    PowerSpec G156
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    Intel Core i5-8400 CPU @ 2.80GHz
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    AsusTeK Prime B360M-A
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    Samsung 970 EVO 500GB NVMe
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    Logitek K270
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    Logitek M185
    Browser
    Firefox, Edge and Edge Canary
    Antivirus
    Windows Defender
Amazon is one of the big five American technology companies (besides Alphabet, Apple, Facebook, Microsoft) Give them some advance credit that they will do the job well.

The announcement is like providing a helpful saleslady in a brick and mortar store that you don't have to engage if you don't want/need to :copilot:

_765d7c5d-56b4-45b1-9056-ed7236c1cb84.jpg
 

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It would be nice if they focused on an AI that can detect fake listings and consolidate duplicate listings
 

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    "Selene"
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    Operating System
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    Manufacturer/Model
    MSI Katana GF76 11 UD
It would be nice if they focused on an AI that can detect fake listings and consolidate duplicate listings
AI can/has been used to help address the two issues, see first and second issue below.

AI will be an all-pervasive helper in all aspects of life!

------------------first issue
Certainly! Artificial Intelligence (AI) has become a powerful tool for detecting fake listings and disinformation across various platforms. Here are some notable techniques and tools used for this purpose:
  1. Sentinel:
    • Sentinel is a leading AI-based protection platform used by democratic governments, defense agencies, and enterprises in Europe.
    • It allows users to upload digital media (such as images or videos) through their website or API.
    • The system automatically analyzes the media for signs of AI-forgery, determining if it’s a deepfake or not.
    • Users receive a detailed report with visualizations showing areas of manipulation1.
  2. Intel’s Real-Time Deepfake Detector (FakeCatcher):
  3. WeVerify:
  4. Fakespot:
  5. Sensity.AI:
These tools and techniques represent the cutting edge in deepfake detection, utilizing advanced AI algorithms to preserve the integrity of online content13. Keep in mind that the battle against fake listings is ongoing, and researchers continue to explore new methods to counteract AI-generated misinformation4. 🛡️🔍

------------------second issue
Certainly! Artificial Intelligence (AI) can be incredibly useful for consolidating duplicate listings on various platforms. Let’s explore how AI can tackle this challenge:
  1. Text Matching and Similarity:
    • AI algorithms can compare listing titles, descriptions, and other textual attributes to identify duplicates.
    • Techniques like Levenshtein distance, cosine similarity, or Jaccard similarity can measure how similar two pieces of text are.
    • By calculating these metrics, AI can group similar listings together.
  2. Entity Resolution:
    • AI can perform entity resolution by identifying common entities (e.g., addresses, phone numbers, product IDs) across listings.
    • When multiple listings share the same entity, they are likely duplicates.
    • Machine learning models can learn patterns from historical data to improve entity resolution.
  3. Clustering:
    • Unsupervised learning methods, such as k-means clustering or hierarchical clustering, can group similar listings.
    • AI identifies clusters based on shared features, making it easier to consolidate them.
  4. User Feedback and Learning:
    • AI systems can learn from user feedback. When users report duplicate listings, the system adapts and improves its consolidation process.
    • Regular updates ensure that the AI model remains effective against evolving tactics used by scammers.
  5. Graph-Based Approaches:
    • AI can represent listings as nodes in a graph, where edges connect similar listings.
    • Algorithms like connected components help identify groups of duplicates.
  6. Image Analysis (if applicable):
    • If listings include images, AI can analyze visual content to detect similarities.
    • Image-based hashing or deep learning models can identify duplicate images associated with different listings.
Remember that while AI can automate much of the consolidation process, human oversight is crucial. Regular audits and manual checks ensure accuracy and prevent false positives. 🤖✨
 

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At a glance

Windows 10 Pro
OS
Windows 10 Pro
AI can/has been used to help address the two issues, see first and second issue below.

AI will be an all-pervasive helper in all aspects of life!

------------------first issue
Certainly! Artificial Intelligence (AI) has become a powerful tool for detecting fake listings and disinformation across various platforms. Here are some notable techniques and tools used for this purpose:
  1. Sentinel:
    • Sentinel is a leading AI-based protection platform used by democratic governments, defense agencies, and enterprises in Europe.
    • It allows users to upload digital media (such as images or videos) through their website or API.
    • The system automatically analyzes the media for signs of AI-forgery, determining if it’s a deepfake or not.
    • Users receive a detailed report with visualizations showing areas of manipulation1.
  2. Intel’s Real-Time Deepfake Detector (FakeCatcher):
  3. WeVerify:
  4. Fakespot:
  5. Sensity.AI:
These tools and techniques represent the cutting edge in deepfake detection, utilizing advanced AI algorithms to preserve the integrity of online content13. Keep in mind that the battle against fake listings is ongoing, and researchers continue to explore new methods to counteract AI-generated misinformation4. 🛡️🔍

------------------second issue
Certainly! Artificial Intelligence (AI) can be incredibly useful for consolidating duplicate listings on various platforms. Let’s explore how AI can tackle this challenge:
  1. Text Matching and Similarity:
    • AI algorithms can compare listing titles, descriptions, and other textual attributes to identify duplicates.
    • Techniques like Levenshtein distance, cosine similarity, or Jaccard similarity can measure how similar two pieces of text are.
    • By calculating these metrics, AI can group similar listings together.
  2. Entity Resolution:
    • AI can perform entity resolution by identifying common entities (e.g., addresses, phone numbers, product IDs) across listings.
    • When multiple listings share the same entity, they are likely duplicates.
    • Machine learning models can learn patterns from historical data to improve entity resolution.
  3. Clustering:
    • Unsupervised learning methods, such as k-means clustering or hierarchical clustering, can group similar listings.
    • AI identifies clusters based on shared features, making it easier to consolidate them.
  4. User Feedback and Learning:
    • AI systems can learn from user feedback. When users report duplicate listings, the system adapts and improves its consolidation process.
    • Regular updates ensure that the AI model remains effective against evolving tactics used by scammers.
  5. Graph-Based Approaches:
    • AI can represent listings as nodes in a graph, where edges connect similar listings.
    • Algorithms like connected components help identify groups of duplicates.
  6. Image Analysis(if applicable):
    • If listings include images, AI can analyze visual content to detect similarities.
    • Image-based hashing or deep learning models can identify duplicate images associated with different listings.
Remember that while AI can automate much of the consolidation process, human oversight is crucial. Regular audits and manual checks ensure accuracy and prevent false positives. 🤖✨
That’s a great post, thank you 🙏

But I wonder how long it will take before Govt’s start using it to detect/correct/determine the fate of humans. It kind of is already though. As mentioned before, there are some courts that use AI to help determine the fate of the convicted or pre convicted.
That movie with Tiny Tom Cruise (Thought Crimes?) scared the crap out of me. Not that I expect AI to read minds, but to pull random people out of an Algorithm and say “You’re likely to offend” is not unrealistic. And to be 100% honest, I believe it already does.
 

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    Windows 11 Pro 25H2 Build 26200.8655
    Computer type
    PC/Desktop
    Manufacturer/Model
    Sin-built 2013
    CPU
    Intel(R) Core(TM) i7-4770K CPU @ 3.50GHz
    Motherboard
    ASUS ROG Maximus VI Formula
    Memory
    32.0 GB of I forget and the box is in storage.
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    Gigabyte nVidia GeForce GTX 1660 Super OC 6GB
    Sound Card
    ROG SupremeFX Formula 8-Channel High Definition Audio
    Monitor(s) Displays
    5 x LG 25MS500-B - 1 x 24MK430H-B - 1 x Wacom Pro 22" Touch Screen Tablet
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    Hard Drives
    Too many to list. OS on Samsung 1TB 870 QVO SATA
    PSU
    Silverstone 1500
    Case
    NZXT Phantom 820 Full-Tower Case
    Cooling
    Noctua NH-D15 Elite Class Dual Tower CPU Cooler / 6 x EziDIY 120mm / 2 x Corsair 140mm somethings / 1 x 140mm Thermaltake something / 2 x 200mm Corsair.
    Keyboard
    Corsair K95 / Logitech diNovo Edge Wireless
    Mouse
    Logitech: G402 / G502 / Mx Masters / Mx Air Cordless
    Internet Speed
    2000/500Mbps
    Browser
    All sorts
    Antivirus
    Kaspersky Premium
    Other Info
    ㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
    TP-Link BE9300 WiFi 7 Bluetooth 5.4 (Archer TBE550E)
    TP-Link TX201 V1 2.5GB Lan

    Grandstream HT812 - VoIP
    ASUS DSL-AX82U - Mesh
    ASUS RT-AC68U - Mesh
    ASUS RT-BE88U Router

    Brother MFC-L2880DW Printer

    I’m on a horse.
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    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)13th Generation Intel® Core™ i5-1340P Process...16GB LPDDR5-52001x Intel® Iris® Xe Graphics
    Operating System
    Windows 11 Pro 25H2 Build 26200.8655 (Wifes)
    Computer type
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    Manufacturer/Model
    LENOVO Yoga 7 14IRL8 - Type 82YL
    CPU
    13th Generation Intel® Core™ i5-1340P Processor(Core™ i5-1340P)
    Memory
    16GB LPDDR5-5200
    Graphics card(s)
    1x Intel® Iris® Xe Graphics
    Sound Card
    Optimized with Dolby Atmos®
    Screen Resolution
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    Hard Drives
    M.2 512 GB SSD PCIe
    Mouse
    Logiteck MX Master 3S
    Internet Speed
    2000/500
    Antivirus
    Defender / Malwarebytes
    Other Info
    …still on a horse.


    Wireless Network: Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above
    Ports: 1x 1 Novo button; 2 in 1 Audio Combo jack; Micro SD Card Reader; HDMI 1.4b; 2 x USB Type-C (TBT4)
    USB 3.2 Gen 2 DP 1.4a
    PD 3.0); 1 x USB 3.2 Gen1 Type A
    Camera
    1x 1080P FHD IR/RGB Hybrid with Privacy Shutter and Dual Array Microphone
    Graphics
    1x Intel® Iris® Xe Graphics
    Monitor
    14" WUXGA
    Form Factor
    Convertible Notebook
  • Windows 11 Pro 25H2 Build 26200.8655 (Wifes)

    Yoga 7 2-in-1 14IML9 - Type 83DJ

    Processor: Intel® Core™ Ultra 7 155H Processor(Core™ Ultra 7 155H)

    Memory: 32GB LPD5X-7467

    Hard Drive: 1 TB SSD PCIe

    Wireless Network: 1x Wi-Fi 6E 2x2 AX; Bluetooth® 5.1 or above

    Ports: 1 x HDMI 2.1 TMDS; 1 x Novo Button; 1 x Combo Audio Jack
    2 x USB-C (USB 4.0)
    1 x USB-A 3.2 Gen 1

    Camera: 1080P FHD IR Hybrid with Dual Microphone

    Graphics: Intel® Arc™ Graphics

    Monitor: 14" 2.8K

    ...Where's my horse?
That’s a great post, thank you 🙏

But I wonder how long it will take before Govt’s start using it to detect/correct/determine the fate of humans. It kind of is already though. As mentioned before, there are some courts that use AI to help determine the fate of the convicted or pre convicted.
That movie with Tiny Tom Cruise (Thought Crimes?) scared the crap out of me. Not that I expect AI to read minds, but to pull random people out of an Algorithm and say “You’re likely to offend” is not unrealistic. And to be 100% honest, I believe it already does.
Well, AI (like the billions of knives that humanity has) is neither good nor bad per se, it depends on the billions of AI use cases, and the issue is is there a net positive.

If you read about the modern history of AI (past several decades) then there had been ups and downs of support/funding reflecting the believes of those who are in power and/or have deep pockets, whether there is a net positive.

The last up was in 2020 and breakthroughs were made. The up was so great that even those in power/have deep pockets have been repeatedly calling for slow downs, but there was not even the slightest blip.

And I am tempted to say, of course there wasn't the slightest blip. AI will elevate humanity, just like the steam engine did (y)
 

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