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They Looked Inside Claude’s AI's Mind. It Got Weird They Looked Inside Claude’s AI's Mind. It Got Weird 7 min AI Just Entered A New Era AI Just Entered A New Era 8 min There’s NO Excuse Not To Try Linux! There’s NO Excuse Not To Try Linux! 18 min Pranking Linus for his 40th Birthday Pranking Linus for his 40th Birthday 1 min Google Pixel 11/Pro Review: Poker Face Google Pixel 11/Pro Review: Poker Face 13 min The Best Value Gaming PC I’ve Ever Seen The Best Value Gaming PC I’ve Ever Seen 12 min DeepSeek Just Solved AI's Billion Dollar Problem DeepSeek Just Solved AI's Billion Dollar Problem 6 min iPhone 18 Pro - Does variable aperture matter? iPhone 18 Pro - Does variable aperture matter? 1 min The Billion Dollar AI Race Just Broke The Billion Dollar AI Race Just Broke 5 min Dream come true 🥹 Dream come true 🥹 1 min What Would Linus Save? What Would Linus Save? 1 min Glass is glass Glass is glass 5 min I Promise you this is NOT Stupid I Promise you this is NOT Stupid 10 min I challenged KSI I challenged KSI 1 min client got faded, I got paid client got faded, I got paid 1 min Overexplaining - The Overengineered Commuter Backpack -  British Millerain Overexplaining - The Overengineered Commuter Backpack - British Millerain 16 min Nuclear Egg (LATITY-015) Nuclear Egg (LATITY-015) 14 min iPhone 18 Pro/Duo Impressions: Mogged iPhone 18 Pro/Duo Impressions: Mogged 18 min Change the Outlet #electrical #diy #funny Change the Outlet #electrical #diy #funny 2 min Valve's Steam Frame is okay... but I love other things about it Valve's Steam Frame is okay... but I love other things about it 2 min This GPU can be Hacked to Unlock Secret Memory This GPU can be Hacked to Unlock Secret Memory 20 min Void I Void I 3 min iPhone 18 Pro Unboxing - This Needs Explaining iPhone 18 Pro Unboxing - This Needs Explaining 13 min BLINK BLINK 3 min Galaxy Z Fold 8 Review: Honeymoon's Over Galaxy Z Fold 8 Review: Honeymoon's Over 12 min The Steam-Cooled STEAM Machine The Steam-Cooled STEAM Machine 26 min I Tested Smartphones from Every Country I Tested Smartphones from Every Country 25 min Apple Lost the AI Race Apple Lost the AI Race 8 min I helped break a 142-year-old bell, and that's okay. I helped break a 142-year-old bell, and that's okay. 33 min I bought the most CURSED TECH on the internet ft. KSI I bought the most CURSED TECH on the internet ft. KSI 25 min What height does your phone become DEADLY? What height does your phone become DEADLY? 1 min The Wildest Camera Robot The Wildest Camera Robot 2 min This Mars rover's cool. But have you seen its wheels? This Mars rover's cool. But have you seen its wheels? 23 min Samsung Z Fold/Flip 8 Hands on - Fold ULTRA?? Samsung Z Fold/Flip 8 Hands on - Fold ULTRA?? 17 min Apple Intelligence scares me Apple Intelligence scares me 1 min $5 vs $500 Guitar Hero Controller! $5 vs $500 Guitar Hero Controller! 24 min Can a PS5 cook an egg? Can a PS5 cook an egg? 1 min EMPTY GESTURE EMPTY GESTURE 2 min The Most Interesting Displays In The World! The Most Interesting Displays In The World! 16 min People are going to be angry about pylons. People are going to be angry about pylons. 8 min Google Pixel 11 Hands on - The Phone Crisis Begins. Google Pixel 11 Hands on - The Phone Crisis Begins. 14 min Why Fitbit Air Could Be Huge Why Fitbit Air Could Be Huge 1 min PROOF the Trifold is Awesome! PROOF the Trifold is Awesome! 1 min LORN - SV_CHEATS 0 LORN - SV_CHEATS 0 4 min SUICIDE NOTE SUICIDE NOTE 4 min iPhone Duo is here iPhone Duo is here 2 min The Unreleased Rollable Smartphone! The Unreleased Rollable Smartphone! 10 min Daily Driving the Steam Machine Daily Driving the Steam Machine 1 min INERTIA INERTIA 2 min Sapper's Tree Sapper's Tree 2 min 60 Day Body Transformation 60 Day Body Transformation 1 min

They Looked Inside Claude’s AI's Mind. It Got Weird

2026 7 min

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers 📝 The paper is available here: https://www.anthropic.com/research/natural-language-autoencoders https://transformer-circuits.pub/2026/nla/index.html 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Adam Bridges, Benji Rabhan, B Shang, Cameron Navor, Charles Ian Norman Venn, Christian Ahlin, Eric T, Fred R, Gordon Child, Juan Benet, Michael Tedder, Owen Skarpness, Richard Sundvall, Ryan Stankye, Shawn Becker, Steef, Taras Bobrovytsky, Tazaur Sagenclaw, Tybie Fitzhugh, Ueli Gallizzi My research: https://cg.tuwien.ac.at/~zsolnai/ Thumbnail design: https://felicia.hu

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Sarnased

AI Just Entered A New Era

AI Just Entered A New Era

Two Minute Papers · technology · science

There’s NO Excuse Not To Try Linux!

There’s NO Excuse Not To Try Linux!

Linus Tech Tips · Gaming · video · technology · science

Pranking Linus for his 40th Birthday

Pranking Linus for his 40th Birthday

Linus Tech Tips · technology · science

Google Pixel 11/Pro Review: Poker Face

Google Pixel 11/Pro Review: Poker Face

Marques Brownlee · Music · cars · technology · science

The Best Value Gaming PC I’ve Ever Seen

The Best Value Gaming PC I’ve Ever Seen

Linus Tech Tips · War · Cyberpunk · Other · PlayStation · Xbox · Gaming · technology · science

DeepSeek Just Solved AI's Billion Dollar Problem

DeepSeek Just Solved AI's Billion Dollar Problem

Two Minute Papers · technology · science

iPhone 18 Pro - Does variable aperture matter?

iPhone 18 Pro - Does variable aperture matter?

Mrwhosetheboss · Music · Tech · technology · science

The Billion Dollar AI Race Just Broke

The Billion Dollar AI Race Just Broke

Two Minute Papers · technology · science

Dream come true 🥹

Dream come true 🥹

Mrwhosetheboss · technology · science

What Would Linus Save?

What Would Linus Save?

Linus Tech Tips · video · technology · science

Glass is glass

Glass is glass

Marques Brownlee · Music · Tech · technology · science

I Promise you this is NOT Stupid

I Promise you this is NOT Stupid

Linus Tech Tips · Gaming · drive · Tech · video · technology · security · science · tips

I challenged KSI

I challenged KSI

Mrwhosetheboss · technology · science

client got faded, I got paid

client got faded, I got paid

Fireship · technology · science

Overexplaining - The Overengineered Commuter Backpack -  British Millerain

Overexplaining - The Overengineered Commuter Backpack - British Millerain

Linus Tech Tips · technology · science

Nuclear Egg (LATITY-015)

Nuclear Egg (LATITY-015)

ElectroBOOM · technology · tools · science

iPhone 18 Pro/Duo Impressions: Mogged

iPhone 18 Pro/Duo Impressions: Mogged

Marques Brownlee · Music · Tech · technology · science

Change the Outlet #electrical #diy #funny

Change the Outlet #electrical #diy #funny

ElectroBOOM · technology · science

Valve's Steam Frame is okay... but I love other things about it

Valve's Steam Frame is okay... but I love other things about it

Linus Tech Tips · Other · technology · science

This GPU can be Hacked to Unlock Secret Memory

This GPU can be Hacked to Unlock Secret Memory

Linus Tech Tips · NVIDIA · Gaming · Tech · technology · science · tips

Void I

Void I

LORN · Music

iPhone 18 Pro Unboxing - This Needs Explaining

iPhone 18 Pro Unboxing - This Needs Explaining

Mrwhosetheboss · Music · testing · Tech · technology · science

BLINK

BLINK

LORN · Music

Galaxy Z Fold 8 Review: Honeymoon's Over

Galaxy Z Fold 8 Review: Honeymoon's Over

Marques Brownlee · Music · cars · testing · technology · science

The Steam-Cooled STEAM Machine

The Steam-Cooled STEAM Machine

Linus Tech Tips · Gaming · testing · Tech · video · technology · science · tips

I Tested Smartphones from Every Country

I Tested Smartphones from Every Country

Mrwhosetheboss · Music · Country · Tech · technology · science

Apple Lost the AI Race

Apple Lost the AI Race

Marques Brownlee · Music · technology · science

I helped break a 142-year-old bell, and that's okay.

I helped break a 142-year-old bell, and that's okay.

Tom Scott · photography · video · education · scenes

I bought the most CURSED TECH on the internet ft. KSI

I bought the most CURSED TECH on the internet ft. KSI

Mrwhosetheboss · Family · Music · Gaming · testing · Tech · technology · science · driver · gadgets

What height does your phone become DEADLY?

What height does your phone become DEADLY?

Mrwhosetheboss · Music · Tech · technology · science

The Wildest Camera Robot

The Wildest Camera Robot

Marques Brownlee · technology · science

This Mars rover's cool. But have you seen its wheels?

This Mars rover's cool. But have you seen its wheels?

Tom Scott · photography · drive · flying · education

Samsung Z Fold/Flip 8 Hands on - Fold ULTRA??

Samsung Z Fold/Flip 8 Hands on - Fold ULTRA??

Mrwhosetheboss · Music · Tech · technology · science

Apple Intelligence scares me

Apple Intelligence scares me

Mrwhosetheboss · Music · Tech · technology · science

$5 vs $500 Guitar Hero Controller!

$5 vs $500 Guitar Hero Controller!

Linus Tech Tips · PlayStation · Games · Xbox · Gaming · kit · testing · Tech · technology · science · tips

Can a PS5 cook an egg?

Can a PS5 cook an egg?

Mrwhosetheboss · PlayStation · Tech · technology · science · gadgets

EMPTY GESTURE

EMPTY GESTURE

LORN · Music

The Most Interesting Displays In The World!

The Most Interesting Displays In The World!

Marques Brownlee · Music · video · technology · science

People are going to be angry about pylons.

People are going to be angry about pylons.

Tom Scott · education

Google Pixel 11 Hands on - The Phone Crisis Begins.

Google Pixel 11 Hands on - The Phone Crisis Begins.

Mrwhosetheboss · Music · Tech · technology · science

Why Fitbit Air Could Be Huge

Why Fitbit Air Could Be Huge

Marques Brownlee · technology · science

PROOF the Trifold is Awesome!

PROOF the Trifold is Awesome!

Marques Brownlee · technology · science

LORN - SV_CHEATS 0

LORN - SV_CHEATS 0

LORN · Music

SUICIDE NOTE

SUICIDE NOTE

LORN · Music

iPhone Duo is here

iPhone Duo is here

Marques Brownlee · technology · science

The Unreleased Rollable Smartphone!

The Unreleased Rollable Smartphone!

Marques Brownlee · Music · technology · science

Daily Driving the Steam Machine

Daily Driving the Steam Machine

Linus Tech Tips · PlayStation · daily · driving · technology · science

INERTIA

INERTIA

LORN · Music

Sapper's Tree

Sapper's Tree

Hans Zimmer · Music

60 Day Body Transformation

60 Day Body Transformation

Mrwhosetheboss · technology · science · fitness