Two Minute Papers — transcripts.

1DeepSeek's New AI Speed Hack Is AmazingWhat if an AI could see into its own future? Not perfectly. No, just a little. Deep See did something absolutely amazing in their new research work. You see, when you ask an AI… 2This New Physics Engine Is 45x Faster!You see, when creating a movie or video game, digital artists spend weeks animating a character’s fur or a hero’s whip. But if the physics engine behind it isn't stable, oh god.… 3DeepMind’s New Game AI Just Made HistoryFellow scholars, we have an amazing moment today because today we have a moment of truth. Why? Well, Google DeepMind unveiled an amazing AI that plays video games. But it doesn't… 4Scientists Found A Better Language For AI AgentsThe number of AI agents on the internet is increasing at such an insane rate. I don't think I've seen anything like this. This is crazy. And this is an area that is quite new, and… 5NVIDIA's New Free AI - A Gift To HumanityThis AI is not Neotron 3 Super. No, this is Neotron 3 Ultra, Nvidia's newest free and open AI model, and I've been delighted, disappointed, and confused by it. But I think I got… 6Solved: The Bug That Haunted AI Video For YearsToday, generating eye-poppingly high-quality videos just by writing a text prompt is possible. You can also get exceptional controllability as well. You can generate three movies… 7What Happens After A 1,000,000x AI Compute Leap? | Jeff DeanThere used to be a chat group internally called data centers on fire that would have like exciting uh exciting events happening. >> A distant supernova goes off, a cosmic ray hits… 8Claude Opus 4.8: Lying Machine No More?Anthropics Claude Opus 4.8 is here. And the system card describing its capabilities is 244 pages. Really excited for that. And I went through it so you don't have to. Why? Well… 9The Bug That Ruined Game Physics For DecadesWhat you see here should be absolutely impossible. This is nuts. And surprisingly, the key here is not what you see, but what you don’t see. If you look at a traditional fluid… 10Einstein vs Feynman, Who Wins? 🧠🤔 #physics #ai #science #feynman #researchFineman or Einstein? >> Oh wow, that's hard. Um, probably Fineman for me, but my personal favorite. >> Okay, Fineman or Newton. >> Oh, wow. That's even harder. >> Uh, there. Maybe… 11Physics Simulation Just Crossed A LineLet’s throw two properly dressed armadillos down into this container. Yowch! Did you see that? Oh goodness. I hope they have good health insurance, because that looked painful.… 12They Said This Will Never Run In Real TimeToday, we are going to create crazy virtual worlds where we simulate squishy things. Yes, things that deform. This new method is incredibly impressive. It can do absolutely… 13How DeepMind’s New AI Predicts What It Cannot SeeThis absolutely incredible paper from the Google DeepMind lab promises something that sounds like science fiction. Full 4 dimensional reconstruction of scenes. Hmm. Does this mean… 14NVIDIA’s New AI Just Cracked The Hardest Part Of Self DrivingSelf-driving cars are on the rise. As of today, Whimo is providing hundreds of thousands of paid trips per week across cities like San Francisco and LA. Crazy. They are already… 15The Biggest Physics Breakthrough Nobody NoticedThis research work is absolutely insane. And it is not about bubbles. Now I hear you asking, Dr. Carroll, why would you say that? There is nothing but bubbles here. Literally… 16AI Just Entered A New EraThe US government essentially banned the use of fable anthropics frontier level AI system. And if this kind of capability is locked away from us, even from some of its own… 17The Physics Bug That Stumped Everyone Is Finally Gone!Finally! This amazing technique solves the problem of this physics glitch where objects just clip through water. By the end of the video, I’ll tell you how it works in very simple… 18DeepSeek V4 AI Beats Billion Dollar Systems…For FreeFinally, DeepSeek 4 is here, and it is described in a 58-page research paper. And finally, nothing is held back here. I’ll be honest I am feeling a little shy today, so I will do… 19This Broke My Brain - These Humans Aren’t RealIt’s been decades now, and my problem with most video game humans is that they often still look like plastic dolls. The skin looks plasticky, the hair does not interact with light… 20Game Physics Just Jumped A GenerationThis brilliant technique lets you simulate squishy things and ultra detailed cloth at real-time speeds. Finally, yes! That means richer, more responsive worlds in games, film… 21DeepSeek Just Solved AI's Billion Dollar ProblemScientists at Deep Seek have invented something amazing and exactly at the right time when we need it most. You see, we are entering the age of AI. But, I am really surprised. I… 22NVIDIA’s New AI Shouldn’t Work…But It DoesDear Fellow Scholars, this is Two Minute Papers with Dr. Károly Zsolnai-Fehér. We’ve been trying out doing the videos with a camera. I really enjoyed it, and your feedback was… 23They Looked Inside Claude’s AI's Mind. It Got WeirdAI systems today are really powerful and can do a lot. No question about that. But, how do they really work? We have so many questions. Do they think like humans? How do they beat… 24Google DeepMind CEO Loves Hard Questions 🙂weak and easy questions. Please try to answer in one sentence, sometimes one word. >> Oh wow, that's hard. Um, >> Fineman or Newton? >> Oh, wow. That's even harder. Uh-huh. 25Adobe & NVIDIA’s New Tech Shouldn’t Be Real Time. But It Is.Look at this… absolutely gorgeous. It contains lots of beautiful glinty particles. And believe it or not, this one is rendered on my laptop and in real time. Yup. This research… 26Meet the AI "Co-Scientist" Changing Everything 🤖🧪 #aiNow you have a system called co-scientist that can invent new things. >> Can you tell me about it? >> Yeah, you can think of co-scientist as a sort of um fine-tuned version of… 27Demis Hassabis On What AI Will Do Nextweak and easy questions. Please try to answer in one sentence, sometimes one word. >> Oh, wow. That's hard. Um, >> Fineman or Newton. >> Oh, wow. That's even harder. >> Dennis, I… 28New DeepSeek Research - The Future Is Here!Another long video here so you Fellow Scholars know something is going on. Okay, so DeepSeek just did something huge. I think for the first time ever, we might have the full… 29Anthropic Found Out Why AIs Go InsaneWe finally understand why AI systems can go insane. Yes, that is correct. We have tons of helpful AI assistants today. You all know them. You all use them. But they all have a… 30NVIDIA's New AI Turns One Photo Into A World That Never BreaksI can’t believe that we are getting this for free. What is this? Well, hold on to your papers Fellow Scholars because you take just one image, and it creates a 3D explorable world… 31NVIDIA’s AI Finally Solved Walking In GamesYou’re probably looking at this and are thinking: “I’ve seen little 3D people walking on grids”. Nothing new here, right? But have you seen this? Oh yes! So, you are absolutely… 32NVIDIA’s New AI Just Changed EverythingRemember that most AI systems are proprietary, we have to pay a subscription for them, and no one knows how they work or what data they were trained on? Well, now hold on to your… 33NVIDIA's New AI Broke My BrainLet’s see what is going on here. This is me around 9am. A bit wobbly, steps are unsure, yup, that checks out. Now then, give me my fake badge. Thank you sir. Hehehe, no one… 34The Algorithm That Made Me CryI learned a really important life lesson during my research. You see, I do this kind of thing. This is ray tracing, or a light transport simulation as we call it. And it has a… 35The Secret Equation Behind Hyper-Realistic ClothingI really don’t envy these digital fashion designers who create clothing for a blockbuster animated movie or a video game. Well, you have two terrible choices. One, you use… 36NVIDIA’s Insane AI Found The Math Of RealityHere’s a bunch of photos. It is very choppy, not great to look at. And now, hold on to your papers Fellow Scholars and check this out. Wow! What happened? Did we just take a video… 37DeepMind’s New AI: A Gift To HumanityGoogle DeepMind gave an amazing gift to humanity. And it is full of surprises. Here’s why. Today, we are living in the age of AI where these smart assistants and agents can do… 38We Just Turned Down Millions of Dollars. Here Is Why.I got to speak out about something. I have to, because many people have no idea what is going on. In fact, I don’t even know what the video part of the content of this one will… 39NVIDIA’s New AI: Erasing RealityInsane paper today. This new work can delete stuff from your videos, but it does it in the right way. While many previous techniques fail at it. We have a bunch of puppies here… 40This Physics Breakthrough Looks ImpossibleOkay, so here are two different ways of describing reality. Imagine a silly movie where you have two cops. One, you have the slow cop that works by the book. This guy is rigidly… 41Sakana AI’s God Simulator Is BrilliantI love this work. This comes from the Sakana AI lab in Tokyo, and it feels like mad science in the best possible way. I had an almost illegal amount of fun with it, and you can… 42This Fluid Simulation Should Not Be PossibleLook at what is possible today. This is a massive wave generator pushing water towards a sloped beach with obstacles. Not real, of course. This is a computer simulation, but it is… 43A Second Nobel Prize for AlphaFold? 🧬🏆 #alphafold #deepmind #nobelprize #science #aiSo do you expect that to happen? Second order. No, >> that's a really interesting idea. I I I am I think it's it's possible um given the number of researchers who are using Alpha… 44DeepSeek’s New AI Is A Game ChangerHmm, why does this deep sea quirk exist? I mean, it adds vision capabilities to the deep sea AI system, but that's not new. A lot of other AI systems have vision capabilities. You… 45Researchers Built a Tiny Economy. AIs Broke It ImmediatelyThis is SimWorld, a research work that aims to generate an entire video game city procedurally, roads, buildings built on the fly, have a traffic system, everything. You can be a… 46DeepMind’s New AI Just Changed Science ForeverI appeared on camera for an interview not so long ago. And I was really surprised by how many of you Fellow Scholars said that you would like to see more. So first of all, thank… 47Anthropic’s New AI Solves Problems…By CheatingLook, we have some work to do. We have a 245-page paper from Anthropic about their new AI system, Mythos. The best cure for insomnia. Mwah! Now, we are scientists here, we want to… 48DeepSeek Just Fixed One Of The Biggest Problems With AIFew people know, but modern AI systems are really silly. How? Well, imagine having a Michelin-star chef being asked for a simple peanut butter sandwich. That’s weird, but okay.… 49DeepMind’s New AI Found A Strange New Way To ThinkDeepMind's new AI just did something amazing, or did it? You see, there was a legendary mathematician called Paul Erdős, fellow Hungarian, who left more than a thousand open… 50The Most Realistic Fire Simulation EverPrevious works have shown us that fire simulation is possible. You can set a virtual tree on fire and see what happens. Or, on a bigger scale, simulating wildfires! But what about… 51They Said It Was Impossible… This Simulation Solved ItI got a real treat for you Fellow Scholars. You know that this video is longer than usual, and it is because this is one of the best research papers I’ve seen in a while. And most… 52AI Agents as "Games Masters"? 🎮🔥some AI agents would be embedded playing potentially with the players. >> Yeah, potentially or maybe assisting the players. I think we're we're still early days of exploring that.… 53Google’s New AI Just Broke My BrainGoogle made a huge announcement about their new method that lets us run AI techniques cheaper. The news took the world by storm. This came at the best possible time, because we… 54NVIDIA New AI Is An Efficiency MonsterHmm, 30 billion parameters in a new open free AI model where images, video, and audio all work. Hmm, [clears throat] why? There are a bunch of other free systems around in this… 55OpenAI's ChatGPT 5.5 Instant: The Good, The Bad And The InsaneEveryone is talking about Frontier Chad GPT models that do all the thinking and the brilliant rocket science stuff. But the instant version, this is actually what hundreds of… 56Surprise Video - What A Time To Be Alive!Daybreak whispered softly that the world’s gone wild, Clicked on Two Minute Papers, took a little ride. Dr. Papers starts speakin', and the world feels new, He drops a few clear…