This AI leaderboard was accused of an unfair ranking system 👀 #trendingshorts #ai #research #tech

Rowan Cheung May 8, 2025
Video Thumbnail
Rowan Cheung Logo

Rowan Cheung

@rowanch

About

Interviews with the people shaping the AI industry — breaking down what’s real vs hype and how to leverage it to get ahead in your life, work, and business.

Video Description

A new study from Cohere, Stanford, MIT and other universities, alleges that LMArena, the organization behind the influential Chatbot Arena AI leaderboard, has provided preferential treatment to major tech companies. Researchers claim firms like Meta, Google, and OpenAI could privately test multiple model variants before selectively publishing only their best performers. LMArena strongly disputes these allegations, maintaining they've treated all model providers fairly and followed transparent policies. The controversy centers on statistical advantage, like allowing some basketball players numerous practice shots while others get just one attempt. This debate raises fundamental questions about the fairness and reliability of current AI benchmarking methods.

You May Also Like

AI Tech Upgrades

AI-recommended products based on this video

Loading...
EZDIY-FAB RTX 3000 Series 12 Pin to Dual 8 Pin PCIe Sleeved Extension Cable 300 MM- Connector for NVIDIA Ampere GEFORCE RTX 3060ti 3070 3080 FE Funder Edition- White

EZDIY-FAB RTX 3000 Series 12 Pin to Dual 8 Pin PCIe Sleeved Extension Cable 300 MM- Connector for NVIDIA Ampere GEFORCE RTX 3060ti 3070 3080 FE Funder Edition- White

(122)
$15.99
FREE delivery Mon, Feb 16 on your first order
Loading...
10.1 Inch Touch Portable Monitor IPS Screen 1366x768P 60Hz 400 Brightness 99% sRGB HDMI USB-C Monitors Switch for Xbox PS3/4/5 Laptop Compatible with Raspberry Pi, Mini Touch Screen

10.1 Inch Touch Portable Monitor IPS Screen 1366x768P 60Hz 400 Brightness 99% sRGB HDMI USB-C Monitors Switch for Xbox PS3/4/5 Laptop Compatible with Raspberry Pi, Mini Touch Screen

(1)
$99.99
FREE delivery Mon, Aug 11
Loading...
ELECROW 8 Inch Portable Monitor, 1280x800 Mini HD Display with Built-in Speakers, USB Powered, Non-Touch LCD Screen for Raspberry Pi, PC, Laptop, Jetson Nano, Game Consoles

ELECROW 8 Inch Portable Monitor, 1280x800 Mini HD Display with Built-in Speakers, USB Powered, Non-Touch LCD Screen for Raspberry Pi, PC, Laptop, Jetson Nano, Game Consoles

(49)
$117.29$102.21
$6.86 delivery Thu, Aug 14
Loading...
7 Inch Portable Monitor Touchscreen HD 1024x600 LED Display Dual HDMI Port Small Monitor for PC Raspberry Pi Laptop Computer Xbox PS4/5 Switch Built-in Speakers

7 Inch Portable Monitor Touchscreen HD 1024x600 LED Display Dual HDMI Port Small Monitor for PC Raspberry Pi Laptop Computer Xbox PS4/5 Switch Built-in Speakers

(61)
$68.99
FREE delivery Tue, Aug 12
Loading...
BrosTrend 1800Mbps WiFi 6 Linux WiFi Adapter for PC and Raspberry Pi 2+, Long Range USB WiFi Dongle Linux for Ubuntu, Mint, Debian, Kubuntu, Lubuntu, Zorin, Windows 11/10, Dual Band Wireless Antenna

BrosTrend 1800Mbps WiFi 6 Linux WiFi Adapter for PC and Raspberry Pi 2+, Long Range USB WiFi Dongle Linux for Ubuntu, Mint, Debian, Kubuntu, Lubuntu, Zorin, Windows 11/10, Dual Band Wireless Antenna

(288)
$54.14
FREE delivery Sun, Jun 22
Loading...
DHT11 modules Digital Temperature and Humidity Temperature Sensor for arduino DIY KIT 5pcs

DHT11 modules Digital Temperature and Humidity Temperature Sensor for arduino DIY KIT 5pcs

(1)
$15.99
FREE delivery Sat, Jun 14 on your first order
Loading...
Deeyaple USB C to Aux, 4FT/1.2M, Type C to 3.5mm Audio Cable Headphone Jack Cable for Car Mobile Phone, iPhone 16 15, iPad Pro, Samsung Galaxy S24 S23 S2010, Google Pixel,Oneplus Grey (1)
Best Seller

Deeyaple USB C to Aux, 4FT/1.2M, Type C to 3.5mm Audio Cable Headphone Jack Cable for Car Mobile Phone, iPhone 16 15, iPad Pro, Samsung Galaxy S24 S23 S2010, Google Pixel,Oneplus Grey (1)

(78)
$6.99
FREE delivery Fri, Sep 5 on your first order
1K+ bought in past month
Loading...
100W USB C Universal Laptop Charger Fit for Lenovo MacBook HP Dell Acer Asus Thinkpad Google MSI LG Samsung Huawei, ROG Ally, Steam Deck, Chromebook Computer and All USB-C Devices

100W USB C Universal Laptop Charger Fit for Lenovo MacBook HP Dell Acer Asus Thinkpad Google MSI LG Samsung Huawei, ROG Ally, Steam Deck, Chromebook Computer and All USB-C Devices

(19)
$25.99$24.69
FREE delivery Tue, Jun 17 on your first order
100+ bought in past month
Loading...
INIU 45W Power Bank, Ultra Small 10000mAh Portable Charger, USB C in&Out Fast Charging Battery Pack, Travel External Phone Powerbank Compatible with iPhone 16 15 Samsung S25 S24 Google Pixel iPad etc

INIU 45W Power Bank, Ultra Small 10000mAh Portable Charger, USB C in&Out Fast Charging Battery Pack, Travel External Phone Powerbank Compatible with iPhone 16 15 Samsung S25 S24 Google Pixel iPad etc

(520)
$41.42
PrimeFREE delivery Sat, Jun 14
500+ bought in past month
Loading...
Car Carplay Woven Cable for iPhone 16 15 3.3FT USB A to USB C 3.2 Gen 2 Carplay Adapter Wire for iPhone 16 15 Pro Max, iPad Pro/Air, Samsung Galaxy S25/S24/S23/S22/S21 Google Pixel, Car Charger Cable

Car Carplay Woven Cable for iPhone 16 15 3.3FT USB A to USB C 3.2 Gen 2 Carplay Adapter Wire for iPhone 16 15 Pro Max, iPad Pro/Air, Samsung Galaxy S25/S24/S23/S22/S21 Google Pixel, Car Charger Cable

(213)
$12.99
FREE delivery Sat, Jun 14 on your first order
100+ bought in past month
Loading...
Small Standing Desk Adjustable Height, Mobile Stand Up Desk with Wheels, 32 Inch Portable Rolling Desks for Walking Pad Treadmill Wood Rustic

Small Standing Desk Adjustable Height, Mobile Stand Up Desk with Wheels, 32 Inch Portable Rolling Desks for Walking Pad Treadmill Wood Rustic

(1,020)
$92.99
FREE delivery Mon, Feb 16
Loading...
ERGOMAKER 55-inch Electric Standing Desk, Adjustable Height Stand Desk, Sit Stand Desk with Computer Workstation, Rustic Brown

ERGOMAKER 55-inch Electric Standing Desk, Adjustable Height Stand Desk, Sit Stand Desk with Computer Workstation, Rustic Brown

(369)
$199.99
FREE delivery Thu, Jun 26
Loading...
BEXEVUE Standing Desk, Height Adjustable Electric Desk, 48 x 24 Inches Adjustable Desk, Small Computer Home Office Desk with Splice Board (White)
Best Seller

BEXEVUE Standing Desk, Height Adjustable Electric Desk, 48 x 24 Inches Adjustable Desk, Small Computer Home Office Desk with Splice Board (White)

(268)
$149.99
FREE delivery Thu, Jun 26
200+ bought in past month
Loading...
Portable Rolling Desk on Wheels Small Standing Desk Adjustable Height Desks with Wheels for Small Spaces, 32" Computer Desk with Storage Shelves for Home Office Study,Rustic

Portable Rolling Desk on Wheels Small Standing Desk Adjustable Height Desks with Wheels for Small Spaces, 32" Computer Desk with Storage Shelves for Home Office Study,Rustic

(25)
$89.99
FREE delivery Thu, Jun 26
200+ bought in past month
Loading...
LODVIE Wireless Mouse for Laptop,2400 DPI Wireless Computer Mouse with 6 Buttons,2.4G Ergonomic USB Cordless Mouse,15 Months Battery Life Mouse for Laptop PC Mac Computer Chromebook MacBook-Black

LODVIE Wireless Mouse for Laptop,2400 DPI Wireless Computer Mouse with 6 Buttons,2.4G Ergonomic USB Cordless Mouse,15 Months Battery Life Mouse for Laptop PC Mac Computer Chromebook MacBook-Black

(7,870)
$14.99
Prime
2K+ bought in past month
Loading...
VersionTECH. Gaming Mouse Ergonomic Wired Computer Mouse with 7 Colors LED Backlight, 4 DPI Settings Up to 3600 DPI Compatible for Chromebook Windows 7/8/10/11 XP/Mac/Linux Gamer/Notebook/MacBook
Best Seller

VersionTECH. Gaming Mouse Ergonomic Wired Computer Mouse with 7 Colors LED Backlight, 4 DPI Settings Up to 3600 DPI Compatible for Chromebook Windows 7/8/10/11 XP/Mac/Linux Gamer/Notebook/MacBook

(15,947)
$12.79
FREE delivery Thu, Sep 11 on your first order
500+ bought in past month
Loading...
Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Noise-Cancelling Mic and LED Display, Built-in Mic for Clear Calls, Waterproof Design for Sports

Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Noise-Cancelling Mic and LED Display, Built-in Mic for Clear Calls, Waterproof Design for Sports

(8)
$39.99
FREE delivery Tue, Nov 4
Loading...
Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Powerful Bass, Built-in Noise-Cancelling Mic for Clear Calls, LED Display, 36H Playtime, IPX5 Waterproof Design for Sports

Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Powerful Bass, Built-in Noise-Cancelling Mic for Clear Calls, LED Display, 36H Playtime, IPX5 Waterproof Design for Sports

(40)
$39.99
FREE delivery Thu, Nov 13