DeepMind AlphaFold 3 - This Will Change Everything!

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Two Minute Papers

Two Minute Papers

Ай бұрын

📝 Check out AlphaFold 3 here:
dpmd.ai/yt-tmp-alphafold3
📝 Or try it out through AlphaFold server for free:
alphafoldserver.com/
This video was made in partnership with Google DeepMind.
My paper on simulations that look almost like reality is available for free here:
rdcu.be/cWPfD
Or this is the orig. Nature Physics link with clickable citations:
www.nature.com/articles/s4156...
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#AlphaFold3 #AlphaFold

Пікірлер: 614
@Hitjuich
@Hitjuich Ай бұрын
Alphafold changed bìotechnology forever. This is huge! Looking forward to working with the new version
@Z0MBUSTER
@Z0MBUSTER Ай бұрын
Could it be also used as "chemtrails" to "eat" CO2 from the atmosphere to transform it into a harmless gas?
@ScottzPlaylists
@ScottzPlaylists Ай бұрын
​@@Z0MBUSTER God designed molecular nanomachines to do that, it's called photosynthesis❗ No human involvement needed. If we have twice the Co2 in the air one day, plants will grow twice as fast. Co2 is a harmless gas --- and we would die without it. Don't believe the propaganda. Historically, Co2 levels have been much higher in the far past. ❗❗❗❗❗❗
@dertythegrower
@dertythegrower Ай бұрын
We have done this foldingathome using gpu since 2002... hardforums team, especially. We used to teach people how to do it at home, long before bitcoin mining using gpu, which we did back when bitcoins were useless except to other bitcoiners.
@dertythegrower
@dertythegrower Ай бұрын
​@@Z0MBUSTER co2 is not the issue, its methane... many commercial growers ON KZfaq dump co2 into grow areas, and a lot of it escapes. Methane from factories and smog byproducts is far worse....and a major concern, which breaks down into more co2, ironically.. you can capture it in a balloon shape object, and power generators. Methane is 28x worse greenhouse gas than co2.
@juhor.7594
@juhor.7594 Ай бұрын
​@@Z0MBUSTERone big problem with this kind of climate engineering is that it's hard to predict what long term side-effects it can have. I imagine that the plastic-digesting example can't be used outside of highly controlled environments.
@itsjusttmanakatech1162
@itsjusttmanakatech1162 Ай бұрын
I wasn’t impressed until I heard AlphaFold had implemented Dark Mode. What a time to be alive!
@austinvw1988
@austinvw1988 Ай бұрын
I was literally about to make a joke lol
@Ren33469
@Ren33469 Ай бұрын
I've been waiting for BOINC to add dark mode for a while😂
@hrihori_art
@hrihori_art Ай бұрын
"Dark Reader" extension for browser (free)
@snooks5607
@snooks5607 Ай бұрын
fairly big reason for why I've been using mostly linux since the 90s was inability to control blinding background colors in other OSes. now 20+ years later windows11 and macos are finally able to display most window contents with dark background, it was a pretty momentous achievement (their highly paid UI/usability "experts" are idiots)
@crubs83
@crubs83 Ай бұрын
Just imagine where we'll be just two papers down the line!
@Favmir
@Favmir Ай бұрын
4 minutes earlier than the official Google deepmind channel? That was indeed fast, you're right
@TwoMinutePapers
@TwoMinutePapers Ай бұрын
🙂
@JohnDontFollowMe
@JohnDontFollowMe Ай бұрын
TwoMinutePapers be like: *sniffs white substance*, "lets read these papers!"
@asdads3948
@asdads3948 Ай бұрын
@@JohnDontFollowMe I think our man needs the white substance to get *down* after reading a really good paper.
@mnomadvfx
@mnomadvfx Ай бұрын
@@JohnDontFollowMe 2MP needs not the "white substance". Bro Fahir has the spice melange..... he IS the Kwisatz Haderach! 😁
@realmetatron
@realmetatron Ай бұрын
Version 4 can fold your laundry. Version 5 can cut onions without crying.
@xaroz904
@xaroz904 Ай бұрын
version 6 can out-pizza the hut
@marcomoon6062
@marcomoon6062 29 күн бұрын
Wearing contacts keeps you from crying over dead onions
@EdT.-xt6yv
@EdT.-xt6yv 23 күн бұрын
Version 8 will get the fusion reactor going,,,
@johnjones8330
@johnjones8330 Ай бұрын
This is Nobel prize, Turing award level work and “Dark mode!” Life is strange.
@dibbidydoo4318
@dibbidydoo4318 Ай бұрын
well you don't award those until after the chickens hatch then you count them.
@LarsRyeJeppesen
@LarsRyeJeppesen Ай бұрын
Dark Mode alone is enough for a Nobel Prize
@merlijnfolkerts3066
@merlijnfolkerts3066 Ай бұрын
Stuff like this saving lives is why i am going to study artificial intelligence when im out of highschool
@TwoMinutePapers
@TwoMinutePapers Ай бұрын
This really made my day. Thank you so much! 🙏
@pandoraeeris7860
@pandoraeeris7860 Ай бұрын
Artificial intelligence will study YOU!
@gato_omega
@gato_omega Ай бұрын
you could already begin studying it! I started learning how to program even before high-school , and I now realize that although I didn't have a real clue of what I was doing back then, it actually helps a lot to already be in the water 😃
@MecchaKakkoi
@MecchaKakkoi Ай бұрын
Why wait?! 🙂 A good grounding in high school maths will get you a long way in AI
@KatoNamus
@KatoNamus Ай бұрын
This is where you learn to be a wizard, Harry! (PS: Ignore the trolls under the bridge, concentrate on your studies).
@thunderinvader9031
@thunderinvader9031 Ай бұрын
What a time to hold on to my papers
@ElOroDelTigre
@ElOroDelTigre Ай бұрын
I'm around 50 now and seeing that the field I love is doing real change (not in a "generating revenue" way, but in actual "improving humankind" way) brings a tear to my eye. Maybe a 20-something years old kid does not realize how big this is, but for me it is, truly and marvelously, an amazing time to be alive. Gives me a bit of hope that before I kick the bucket I'll get to see some of that utopian advancement and eradication of diseases we used to dream about.
@_sky_3123
@_sky_3123 29 күн бұрын
I am 30 ad I too am amaized. I remember reading SCI-Fi books where we were able to simulate proteins and their interaction. And you could give a cancer genome to the computer and it would give you a blueprint for protein that is poisonous to the cancer, but not to the host. (So like a perfect cancer treatment, you just had to drink/inject the "poison" :D) And now I might live to see something like that come to life.
@tortysoft
@tortysoft 27 күн бұрын
@@_sky_3123 I'm 66 :-) Need I say more? I hope I can extend my time being alive. Could it fix Long Covid please? I'm less than a bit alive at the moment, I'm after quality rather than length, but I'll be happy with both !
@ksprdk
@ksprdk 26 күн бұрын
What could be a scenario that you could imagine happening now after this? And when? :)
@ronankearns381
@ronankearns381 25 күн бұрын
20 smth college grads are developing AI lol
@squamish4244
@squamish4244 24 күн бұрын
I'm 45 and hope that this means that our generation will not have to endure the chronic illnesses of old age that plagued our grandparents and are hitting our parents now. Maybe this means Alzheimer's and dementia will not end up costing TRIPLE what it currently does by 2050, which it will according to current predictions. And maybe even reverse aging to some extent. AlphaFold - 2018. AlphaFold 2 - 2020. AlphaFold 3 - 2024. Nobody saw anyo of this coming a whole _six years ago._Who even knows what's coming now.
@PranavPunuruFilms
@PranavPunuruFilms Ай бұрын
i'm pretty sure they're participating in CASP16 because of this. My lab is participating too. We just agreed that they've already won
Ай бұрын
Bet AplhaFold 6 will be folding reality itself 😎
@Argh0pirata
@Argh0pirata Ай бұрын
not if it keeps being closed-source with carefully curated examples
@user-aeb87825
@user-aeb87825 Ай бұрын
It will fold my mind into smithereens.
@frederickmiller6431
@frederickmiller6431 Ай бұрын
You are AlphaCreate 6 duhh this is what the Egyptians knew how to craft reality
@thegreenxeno9430
@thegreenxeno9430 Ай бұрын
Alphafold 6? More like Betafold 2
@NuclearTopSpot
@NuclearTopSpot Ай бұрын
@@thegreenxeno9430 Sigmafold Ohio Rizz edition
@Sashik
@Sashik Ай бұрын
Oh I'm holding onto my papers now
@azrael5648
@azrael5648 Ай бұрын
ChatGPT was fancy. Now this. This is revolutionary.
@DreckbobBratpfanne
@DreckbobBratpfanne Ай бұрын
It's gonna be massive once we can combine these, either a next gen chatGPT helping to create a next AlphaFold or direct chat to Protein 😂
@whannabi
@whannabi Ай бұрын
Yup. A guy that's all talk but this is all bites
@mnomadvfx
@mnomadvfx Ай бұрын
@@DreckbobBratpfanne "It's gonna be massive once we can combine these" Such AI -> AI bridges are already possible, and fine so long as you aren't bothered about communication latency vs a singukar multi modal AI. Tesla FSD was actually doing exactly that up to v11 I think, changing to a sort of multi modal approach for v12.
@magpielive
@magpielive Ай бұрын
Well its takes 12 to 15 years become undisputable like the journey of iPhone 1 to iPhone 15 . They are just started there main objective is to make AGI if agi come it revolutionise the humanity .
@dexio85
@dexio85 28 күн бұрын
It's not. Just a few % over last technique. The guy is presenting it as if it's a second coming of JC. Probably because he partnered with Google on this. Google has sunk Billions into Deep Mind and the shareholders start to ask questions. They are trying to make their investment look good.
@Rajivrocks-Ltd.
@Rajivrocks-Ltd. Ай бұрын
Everyone is talking about LLMs, But this is really where impact to the future is being made!
@tingtonggamer4901
@tingtonggamer4901 27 күн бұрын
This is made by an LLMs you know that right "Alphofold AI"
@tingtonggamer4901
@tingtonggamer4901 27 күн бұрын
LLM*
@Rajivrocks-Ltd.
@Rajivrocks-Ltd. 27 күн бұрын
@@tingtonggamer4901no, I was correct
@Rajivrocks-Ltd.
@Rajivrocks-Ltd. 27 күн бұрын
@@tingtonggamer4901 Oh really? I haven't read the paper. Thanks for pointing it out, I'll check it out
@mark9294
@mark9294 26 күн бұрын
LLMs are at the root of all these developments. Their emergence is an epochal event
@kaspernordlund6828
@kaspernordlund6828 Ай бұрын
I get shivers every time i work with alphafold! to think that it is free. A true testement to the Greatness of human civilisation!
@lucasreis6251
@lucasreis6251 Ай бұрын
Hey bud! While watching the video I had a question pop up, and seeing that you work in the field maybe you know the answer: From what I could understand, Alphafold is able to take "letters" as input (aminoacids or something like that I believe, but correct me if I'm wrong), and outputs the 3d shape of them right? If so, how does that helps with development of things like, the plastic eating enzyme, and other things? Wouldn't you already need to know which letters to use beforehand? How does knowing the shape of everything affects the development? Pardon me if I'm saying nonsense. I'm an automation engineer and know almost nothing about biology.
@jadynhasstupid2275
@jadynhasstupid2275 Ай бұрын
@@lucasreis6251you look slightly autistic
@bolatm22
@bolatm22 Ай бұрын
​@@lucasreis6251 answer of ChatGPT: Yes, you understood correctly. AlphaFold takes a sequence of amino acids (these are the "letters" in proteins) as input and predicts their three-dimensional structure. This can help in the development of various biological processes, such as creating a plastic-eating enzyme or other enzymes. Knowing the three-dimensional structure of a protein can help scientists understand how it interacts with other molecules and what changes in its structure could improve its functionality. Thus, even if we know the amino acid sequence beforehand, predicting the three-dimensional structure aids in understanding its function and designing improved versions of the protein.
@kaspernordlund6828
@kaspernordlund6828 Ай бұрын
@@lucasreis6251 So yes you are abselutly correct, you would need to know the amino acids beforehand. That is luckily a pretty standard thing to get to know. You can do a buch of differnet test (like mass spec) to figure out what amino acids and in which order they are placed. The almost impossible part to figure out is how the protein folds. It has been a core theory that the the chemistry of the aminoacid chain is what makes proteins fold in specific ways and hold their shape and activity. But breaching the gap from sequence to folding is a huge task that until alphafold many times took years of research to figure out. What most people did to get as accurate readings as alpha fold was to do crystalografi. That is a very complicated task that needs pure crystals of your specific target protein, which was almost more art than science to make work honestly. Alpha fold skips this years of wait and hard labor, letting us play with how mutations affect folding in a timeframe of hours. It is hard to overstate the impact of this ability in research. Hope this answered your question ^-^ edit: realized i didn't answer your question about how protein shape affects development. All proteins have basically the same amino acids in them. The amino acids are actually not what makes proteins able to interact in a biologically active manner. It is the shape of the protein that does. So to know how a protein interacts chemically you need to know how it folds, and not what amino-acids it has.
@nikolavideomaker
@nikolavideomaker 29 күн бұрын
​​@@lucasreis6251 As a biochemist I can answer this. These "letters" are just a human code for amino acids, amino acids are molecules that form polymers (polymers are long-chain molecules that consist of a certain number of repeating connected units). In the case of amino acids, almost all organisms have 20 different of them, using these 20 every protein in your body is created. Proteins can do things such as move your body (muscles), but basically everything else in your cells is done by proteins. Signal transduction in neurons, breaking down nutrients and synthesizing new structures, transport of molecules around your cells, the immune system is also dependent on a lot of proteins (antibodies for example are proteins). Now, a type of proteins are enzymes, these are nature's catalysts, they can speed up reactions drastically (up to *10^9 !!!). For example we have enzymes that break down sugars into food. It gets interesting when you study bacteria, fungi, plants... Often times they have very specialized enzymes, for example some that can break down polymers. Plastics are polymers as well with often very similar chemical bonds to molecules that bacterial enzymes would break down. If we can mutate/adjust these enzymes to be more efficient at breaking down plastic, they could be a very useful catalyst in such a reaction. This is just one potential use, the possibilities are endless. We can have enzymes that produce lab-grown meat, help with electricity production... It's very easy to get the sequence of a protein (the amino acids it's comprised of), but how these proteins look structurally (3D) is very hard to find out by traditional methods. Using AI trained on existing 3D models, it can find patterns, for example a code of a certain 10 aminoacids would always fold into a certain structure. This is how predictions are made. So, now imagine you discovered a new enzyme from some bacteria that can do X, you get its sequence and instead of spending years and thousands of dollars in finding its structure in the lab, you can just plug the sequence into alphafold and get very likely the same result. Based on this then you can find out more about the protein's function, the mechanism of function and the sequence to structure relationship. I hope it was understandable what I wrote.
@larrychanhangpei9292
@larrychanhangpei9292 Ай бұрын
You made me love papers and start reading it. It means a lot to me and thank you for the excellent work as always!
@TwoMinutePapers
@TwoMinutePapers Ай бұрын
This really made my day. Thank you so much! 🙏
@ajay_krishna
@ajay_krishna Ай бұрын
Same for me.
@cureadvocate1
@cureadvocate1 Ай бұрын
Seeing AlphaFold 3 design ligands to help the brain and spinal cord regenerate would be cool, as myelin (and a few other tricks) inhibit neural regeneration Another interesting use case: exploring SIRT6 variations, its impact on aging, and finding ways to enhance its functionality.
@alphaomega154
@alphaomega154 Ай бұрын
it WILL HAPPEN.
@shezcmayo
@shezcmayo Ай бұрын
Finding effective remyelination therapies to help people with MS like my daughter.
@krox477
@krox477 Ай бұрын
Are you talking about Lizard man
@dawiedekabouter5733
@dawiedekabouter5733 29 күн бұрын
If that as a medicine can be programmed into a fruit or vegetable or maybe a group of fruit and vegetables eaten together that can be grown it would really be amazing. Also changing the snakes DNA so it can have hands and legs and fruit from a tree that can help women reduce the pain at child birth and robots that can do the hard labour in the sun whose hands cannot be pricked by thorns.
@EVILBUNNY28
@EVILBUNNY28 Ай бұрын
I can imagine a system that can sequence your personal genome and through tons of training be able to discern how exactly you’ll react to certain drugs and what dosage you need. It’s crazy to look back at how far Medicine has come in the last 20 years, it’s impossible to even begin to image the capabilities in another 20 years time. All advancements start somewhere, and releasing a paper is usually always the first step
@notsojharedtroll23
@notsojharedtroll23 Ай бұрын
That's is a very cool concept 🎉🎉🎉
@scoutbane1651
@scoutbane1651 29 күн бұрын
You just re-invented the field of pharmacogenomics, congrats. I can literally go do said test right now. It's just currently in its baby stages. I got offered to do said test for 500€ by my psychiatrist, with said disclaimer. The tech will only keep getting better though and once your genome is sequenced, they can just update the treatment with any new way to analyse it.
@alexandregaultier8313
@alexandregaultier8313 27 күн бұрын
Do you have any need in mind ?
@projectarduino2295
@projectarduino2295 Ай бұрын
If a protein can be manufactured to repair human dna, or to recover damaged telomeres, that would probably one of the most impactful biomedical results of all time. To help the elderly regain their strength to live healthier and longer lives by reducing cellular damage and cancer risks would be profound. I recently lost my grandfather because of age related weakening and loss of autonomy. If something like an enzyme injection could have kept him more autonomous by keeping his fatiguing body healthier, he might even have been alive today. I lost all my other grandparents to cancer, so if dna repair could help inhibit cancer development from mutation, it would be amazing to see no one ever have to go through what I have gone through again.
@js_es209
@js_es209 Ай бұрын
Death is inevitable and so is the timing of it. Will take u time to understand..
@antongazizov8473
@antongazizov8473 Ай бұрын
any sources?@@js_es209
Ай бұрын
​@js_es209 Death may just become a probability that can be mostly mitigate. One day you'll understand.
@Gelatinocyte2
@Gelatinocyte2 29 күн бұрын
Our cells already contain proteins that repair damaged DNA. The reason we're even dealing with cancer nowadays is because we live long enough for one to eventually develop in our body, and our own repair systems can't keep up with the rising amount of damage we are now sustaining: carcinogens in the air and in our food, irregular lifestyles, and overexposure to substances and radiations that humanity had otherwise not have access to prior to technological advancement. Without those three conditions, our body's own proteins is probably more than good enough to protect us from cancer, although growing older still means increasing likelihood of developing cancer (because that's just the inevitably of aging).
@valberm
@valberm 29 күн бұрын
​​​@@js_es209 not really. There are ways, at least in theory, to become what they call biologically immortal. So, while your assertion may still be true on this day and age, maybe in the future it won't. Ok, probably real eternal life won't be achieved or even desired, but, periods of time which we consider to be long enough might be in the future.
@lacklvster4512
@lacklvster4512 Ай бұрын
im so glad that i was born at JUST the right time to enter college for biotech in the infancy of all these new programs. cant wait to actually work with them later in life
@vectoralphaAI
@vectoralphaAI Ай бұрын
Yeah AI will revolutionize Biotechnology forever.
@CloudCoderChap
@CloudCoderChap Ай бұрын
You’re our future and I wish you luck.
@bluesmanshoes
@bluesmanshoes Ай бұрын
I recommend working with them now already!;)
@haianabou-karam4430
@haianabou-karam4430 29 күн бұрын
Hary! AI will work alone when you finish the university! SUPERINTILIGANCE
@WackyGameEngineer
@WackyGameEngineer Ай бұрын
I hope longevity medications coming soon for mum and dad :)
@goodfortunetoyou
@goodfortunetoyou Ай бұрын
100% agree, I think research on interventions to the aging process needs much more attention and funding.
@davidpereira9058
@davidpereira9058 Ай бұрын
Same, my dad is getting super old!
@nic.h
@nic.h Ай бұрын
Pretty sure that would come with a rather large can of worms.
@mnomadvfx
@mnomadvfx Ай бұрын
Nope. They will start on other animals first - likely significant life extension for domestic pets.
@GaryMillyz
@GaryMillyz Ай бұрын
@@mnomadvfx Nope- they will take human volunteers on their death bed.
@spambird68
@spambird68 Ай бұрын
Amazing work again from DeepMind! As a protein researcher, I'd love to see custom enzymes designed to bind PFAS, or the 'forever' chemicals that interrupt biological processes. Designing an active site to break them down chemically would be next level, but difficult due to the chemistry involved. However, there are other pesky environmental toxics listed as the Stockholm Convention Persistent Organic Pollutants (POPs), that may be more attainable. AI to design enzymes to breakdown environmental toxic chemicals? Sign me up! I'm in.
@JohnVance
@JohnVance Ай бұрын
I wanna dump truckloads of this on old landfills, come back in a few years and maybe it'll all be free compost...
@alexandregaultier8313
@alexandregaultier8313 27 күн бұрын
@@JohnVance I guess that it won't work like this before some time.
@johanlarsson9805
@johanlarsson9805 Ай бұрын
Wow, DeepMind almost listened! I've told them since releasing AlphaFold that what is needed is a neural net that predicts the structure of a hypothetical ligand for some selected area of the protein. Meaning, you give it sequence A and it calculates structure B. You would then highlight an area on B that you want to bind to (like the reactive site of an enzyme) and it will then generate ligands that would fold in such a way that there would be geometric and chemical affinitiy with the highligted area. This isn't exactly as good as that, but atleast we are getting the joint structures, which is an improvement. Anyone with connections to DeepMind, please share my feedback with them, seems they have not seen the comments/emails during these five years.
@JoshTheWhale
@JoshTheWhale Ай бұрын
I fold my papers... Too good... ... and actually Imagine where we'll be just two more folds down the line!
@bvoros361
@bvoros361 Ай бұрын
41 more folds to reach the moon!
@postscriptum9856
@postscriptum9856 Ай бұрын
I thought it’s impossible to fold paper more than 5 or 6 times?
@Rkcuddles
@Rkcuddles Ай бұрын
Absolutely love these longer videos. Can’t get enough of your enthusiasm and the paper news
@KnightsWithoutATable
@KnightsWithoutATable Ай бұрын
This is huge. There are so many illnesses that we know what the mechanism is right down to the proteins, but we just don't have any drugs for that are effective other than for treating the symptoms. This could also allow us to precisely target treatments to the illness much easier.
@cyborgar15
@cyborgar15 26 күн бұрын
Curing people doesn't make money. Creating new illnesses makes money..Guess which one is coming your way..
@Oriell
@Oriell Ай бұрын
What a time to be alive! 🎉
@jamesmorrison4976
@jamesmorrison4976 28 күн бұрын
Just company bullshit. Protein folding accuracy needs much more than only this program. They just sell nonsense!
@AA-iq6ev
@AA-iq6ev Ай бұрын
And the Nobel prize goes to Alphafold! - in what? - yes
@vitmartobby5644
@vitmartobby5644 Ай бұрын
Holy paper! This is amazing! I imagine how this would work when newer advancements in agents and planning, as well as architecture advancements (such as Jamba proved) will affect this! Imagine how lab work will change with these new tech!
@mehakmittal
@mehakmittal Ай бұрын
This is incredible! I really hope all undergrad colleges could incorporate Alphafold-3 in their research so that the students of this generation can take advantage of this revolutionary technique!
@scottmiller2591
@scottmiller2591 29 күн бұрын
Ligands for breaking cellulose out of wood for paper manufacturing that reduce smell and waste discharge.
@umbertomann
@umbertomann Ай бұрын
Great video as always! I have a question. Is there a platform I can "subscribe" to read new papers in my fields of interest? AI, Psychology, etc. What are some good platforms I can subscribe to? (I am not a university student, so I don't have access to the main libraries of papers without having to pay for them 😢)
@JankJank-om1op
@JankJank-om1op Ай бұрын
arxiv
@XiangWeiHuang
@XiangWeiHuang Ай бұрын
can it help to make cat girls
@JohnSmith762A11B
@JohnSmith762A11B Ай бұрын
The highest of all high technologies; the final technology man will ever invent (because he can't be bothered with anything else after that).
@yakirfrankoveig8094
@yakirfrankoveig8094 Ай бұрын
It can make all the proteins but i dont think it can use them to build your cat girl
@TehNetherlands
@TehNetherlands Ай бұрын
Folding on to my papers!
@vitalyl1327
@vitalyl1327 28 күн бұрын
The very fact that AlphaFold even works is huge - it means that behind the insanely complex Van-der-Waals physics of millions atoms interacting, there is some really good analytical approximation hidden with a tiny computational cost. If machine learning could uncover such a system, there is a good chance that we'll eventually discover it analytically, and this will be the real game changer.
@David-ct
@David-ct Ай бұрын
Honestly I would like to see some annotations about the function of the differents parts of each protein structure. That would be so cool!
@and_I_am_Life_the_fixer_of_all
@and_I_am_Life_the_fixer_of_all 29 күн бұрын
Got my hello world on the AlphaFold 3 server!! Thank you for this video Two Minute Papers! WHAT A TIME TO BE ALIVE!
@mattbrandon9157
@mattbrandon9157 Ай бұрын
had to mute the voice and turn on cc but in the end it didn't matter cause i really didn't see the big deal . guess i'm not well informed about this whole protein folding science.
@jamesmorrison4976
@jamesmorrison4976 28 күн бұрын
I think it is merely bs. Protein folding by computer is not precise enough - a lot of interactions (h-h bridges) are just crudely approximated and you still would need a super computer as a neural network even bigger as every element of the universe to make it fold like in real time. The most precise models are when you combine protein x-ray crystallography with protein folding programs.
@SOTPOD
@SOTPOD Ай бұрын
what a time to be alive! thank you so much!
@anmol1713
@anmol1713 Ай бұрын
Very excited, I am working on a project where i used AF2 to predict better binding antibodies mixed with some reinforcement learning. I emailed everyone I know in university about the AlphaFold3, so excited.
@lucasreis6251
@lucasreis6251 Ай бұрын
Hey bud! While watching the video I had a question pop up, and seeing that you work in the field maybe you know the answer: From what I could understand, Alphafold is able to take "letters" as input (aminoacids or something like that I believe, but correct me if I'm wrong), and outputs the 3d shape of them right? If so, how does that helps with development of things like, the plastic eating enzyme, and other things? Wouldn't you already need to know which letters to use beforehand? How does knowing the shape of everything affects the development? Pardon me if I'm saying nonsense. I'm an automation engineer and know almost nothing about biology.
@user-nl4el8fc8q
@user-nl4el8fc8q Ай бұрын
@@lucasreis6251you are right,but same ‘letters’ can consist different shape and this shape detect different fraction.
@gumanelson2007
@gumanelson2007 29 күн бұрын
​@@lucasreis6251i have a rough idea but lets wait for him His must be better
@PlaylistsOnly-ox5hp
@PlaylistsOnly-ox5hp Ай бұрын
I've already told you, but I'll tell you again: you are doing a lot to make tomorrow a better world, an enzyme to recycle plastic. The world lacks people like you.
@perplexedon9834
@perplexedon9834 Ай бұрын
Dude! I'm actually flipping out at this bar chart!
@smellthel
@smellthel Ай бұрын
This is one of the coolest things I've heard of in my life.
@academicalisthenics
@academicalisthenics Ай бұрын
I love our human ingenuity! ♥️
@sedthh
@sedthh Ай бұрын
all of life's molecules mapped
@StandardName562
@StandardName562 Ай бұрын
I have been using AlphaFold 2 for my thesis and it helped me so much understanding the protein I was researching. I am so hyped for this ❤
@vincentpelletier1246
@vincentpelletier1246 Ай бұрын
I love how in a couple of years, all of this channel's content will definitely be done by AI. Even his voice sounds already auto generated already. What a time to be "alive" !
@leejerrett8268
@leejerrett8268 Ай бұрын
How dare you! Only a human is capable of sounding this stilted and unnatural! XD
@brexitgreens
@brexitgreens 23 күн бұрын
I want Dr Károly's voice in GPT-4o.
@brexitgreens
@brexitgreens 23 күн бұрын
I want Dr Károly's voice in GPT-4o.
@wlockuz4467
@wlockuz4467 29 күн бұрын
I can't wait for the applications of these models to never make it to general use because of politics, or have them completely monopolized by big companies.
@Ikkarson
@Ikkarson Ай бұрын
Will these systems be leveraged as commons for the better of mankind, or foreclosed by a bunch of heirs atop predatory funds? I am positively happy that such progress is made, and ever so pessimistic about who will reap the benefits.
@andynonomous8558
@andynonomous8558 Ай бұрын
Sigh, it's amazing how everything is about to 'change everything' and yet nothing ever seems to fundamentally change.
@samuelgibson780
@samuelgibson780 29 күн бұрын
If you had a president take a space race approach to this technology you'd see a lot change. Something like "let's fundamentally eliminate biological failure as a cause of death within 10 years", and throw space race money at it, and you'd probably be able to pull it off. Would require a lot of planning though. Problem is that much more is *possible* than anyone has the authority or administrative capacity to implement, when it comes to all that sci fi stuff. Would require a society making a decision, which is a bigger barrier than the technology itself at this point.
@user-mp8fd8em3z
@user-mp8fd8em3z 27 күн бұрын
Our politicians do not work for the people. They work for corporations. That's why they're trying to be careful not to eliminate just worker jobs but also not make their industry or business obsolete in the future. They are going slow not only to be safe but to line their pockets with profit
@adissentingopinion848
@adissentingopinion848 24 күн бұрын
I mean, we said the same thing about the internet and the smartphone. Sure we have hype about eventual flops like NFTs, but you can't say something like email hasn't fundamentally changed the world in 30 years. And even stuff like enzymes are all in your detergents and your cosmetics. It doesn't change until it does, all at once.
@andynonomous8558
@andynonomous8558 24 күн бұрын
@@adissentingopinion848 Sure, but one just tires of the constant rhetoric that everything is always being revolutionised while day to day life is more of a struggle than ever. I think we just need to tone down the rhetoric a little.
@tachywubdub2469
@tachywubdub2469 23 күн бұрын
It is also a game of patience. Lots of these are like designer custom made parts. You'd need to market it to scale it up enough for people to afford it, and that requires large initial funding... Which requires a Monetary incentive to do it. Basically, unless the enzymes break plastic into gold or companies/people(worst case) are taxed for plastic waste accumulated, there is no incentive to break down plastic until it is a dire threat
@EaziGX
@EaziGX Ай бұрын
Meanwhile Apple has made a squeezable pencil
@gumanelson2007
@gumanelson2007 29 күн бұрын
😂😂😂😂
@spinninglink
@spinninglink Ай бұрын
HOLY mother of Fpapers!
@Sonny_McMacsson
@Sonny_McMacsson Ай бұрын
"Letters go in and a 3-D structure comes out. You can't explain that."
@bloodbound696
@bloodbound696 Ай бұрын
I LITERALLY Made a 5-page paper.. on mealworms specifically superworms that broke down plastics and got calories from them and were able to reproduce from the plastic diet thanks to their enzymes. Finally, this is getting attention, making those enzymes into like an artificial stomach to at least turn plastics into Glycol is better than nothing!
@sobbski2672
@sobbski2672 29 күн бұрын
Best part of this was them supplying all the pseudo code and training datasets. Hopefully Rosetta Commons will drop an open source version soon
@debayondharchowdhury3001
@debayondharchowdhury3001 Ай бұрын
Holy Mother of all Papers...
@FlySpleen
@FlySpleen Ай бұрын
"How could it possibly be better?!" As a protein scientist I can safely claim that AlphaFold2 was useless to me. Very happy to see the research charging forward in this field
@jan7356
@jan7356 28 күн бұрын
This.
@jamesmorrison4976
@jamesmorrison4976 28 күн бұрын
You should know (as a protein scientist) that those computer simulations are still not even close to predict accurate folding of a protein!
@snailedlt
@snailedlt Ай бұрын
What a time to be alive!
@danypell2517
@danypell2517 29 күн бұрын
this is crazy exciting for the next update damn
@andyc8707
@andyc8707 Ай бұрын
Having choose to Fold@home in the early 00s rather than mine bitcoin, I am glad to see this field has grown so much.
@pavguy
@pavguy Ай бұрын
Have been following Deepmind since Alpha Go days...and am really inspired by their AI for Good approach. Thanks for sharing it. Do consider doing a AMA online sometime for all of us. Cheers
@ingoos
@ingoos Ай бұрын
looks like the next Nobel prize awardee!!
@SteveRowe
@SteveRowe Ай бұрын
I'd like to see an enzyme that could break down interstitial amyloid plaques to prevent or slow the progress of Alzheimer's.
@4grammaton
@4grammaton Ай бұрын
Amyloid plaques appear to be a symptom of AD, not a cause. They seem to be a kind of defensive or homeostatic mechanism in response to insufficient nutrition in brain cells, with the function of downsizing brain volume to keep more important areas of the brain well-supplied. Treatments which reduce or prevent amyloid plaques have shown to be ineffective, and in fact counterproductive, in halting or reversing the progression of the disease. Tau protein tangles and buildup of protein in cerebrospinal fluid during the prodrome of the disease seem to be more material to the pathogenesis.
@SteveRowe
@SteveRowe Ай бұрын
@@4grammaton Interesting. I read (5+ years ago now) that the plaques naturally build up and eventually encroach on synapses. I will refresh my knowledge.
@4grammaton
@4grammaton Ай бұрын
@@SteveRowe Please do, and feel free to inform me if what I said is inaccurate. I also remember reading that plaques are found even in the brains of young children.
@acpatel9491
@acpatel9491 13 күн бұрын
Nice information..! Thanks for the video. I am an old dude, but still love to see the progress.
@__SKYNET__
@__SKYNET__ Ай бұрын
Fantastic paper, thank you
@MaybeTogether
@MaybeTogether 26 күн бұрын
This kind of progress may be more important than all those other AIs. Medicine > Other stuff
@goodtothinkwith
@goodtothinkwith Ай бұрын
For the non-biologists here (myself included), how close does this get us to designing more specifically targeted drugs without undesirable side-effects?
@andreavitale2845
@andreavitale2845 Ай бұрын
A friend of mine is curious to know, too.
@jamesmorrison4976
@jamesmorrison4976 28 күн бұрын
In a nutshell: To predict correct protein folding is absolutely insane. In reality: You need actually to concentrate the real protein and use x-ray crystallography and a simulation like this to get a quite precise glimpse how it fold. I think this advertising for this program just ignores that. A solely simulation can’t predict folding of a protein (not even close). Peptides (very short proteins) are eventually possible so take this advertising with a grain of salt. Yes it will fold your proteins and give you some insights but no real scientist would put their hand into fire that he/she trusts a program like this.
@OperationDarkside
@OperationDarkside Ай бұрын
What a time to fold proteins!
@derasor
@derasor Ай бұрын
Definitely looking forward for other molecules, along with their interactions (the dynamism you referred to) is imo the most exciting possibility. The fact that this may be doable in the next few years, given these truly amazing developments, is just totally mindblowing.
@ajaykumar-ve5oq
@ajaykumar-ve5oq Ай бұрын
great progress lets see if it can bring back hairs
@ShanilPanara
@ShanilPanara Ай бұрын
Absolutely huge!
@travellingsarek3982
@travellingsarek3982 19 күн бұрын
I love your podcasts even thought I cannot understand much. ❤
@gdehms
@gdehms Ай бұрын
Can it tell how I'm going to fold my papers while I hold them?
@DreckbobBratpfanne
@DreckbobBratpfanne Ай бұрын
These papers give so much optimistic hope for the not so distant future 😁
@test-uy4vc
@test-uy4vc Ай бұрын
What a protein time to be folded alive! 🎉
@Filaxsan
@Filaxsan Күн бұрын
The "tree bark" truly killed me
@FredMboyoSongu
@FredMboyoSongu Ай бұрын
Amazing! What a time to be alive! 🧬
@nicolaslima3724
@nicolaslima3724 Ай бұрын
this arrived way earlier than i imagined :0
@nothing_is_real_0000
@nothing_is_real_0000 Ай бұрын
What a time to be ALIVE!!!!
@SevAbante
@SevAbante Ай бұрын
Alpafold: we made something that will change the world Government: 🔫
@robertoaguirrematurana6419
@robertoaguirrematurana6419 28 күн бұрын
Just a few more papers down the line and it'll figure out abiogenesis, what a time to be alive!
@sebby007
@sebby007 Ай бұрын
Thank you for your work!
@viniciusmoura9105
@viniciusmoura9105 25 күн бұрын
In 2004 I was ingressing University to course Biological Sciences. If you asked anyone there how much time they'd think it would take for mankind to see an applicable tool with the capabilities and accuracy of Alphafold you wouldn't hear "20 years" even from the most optimistic.
@weishenmejames
@weishenmejames 28 күн бұрын
I "held on to my papers" and am impressed
@E2_1B
@E2_1B 24 күн бұрын
Thankyou for sharing!
@MrSchweppes
@MrSchweppes Ай бұрын
Demis Hassabis and the AlphaFold team deserve a Noble Prize in medicine for this system!
@aidenaune7008
@aidenaune7008 19 күн бұрын
we are on the verge of custom gene editing at home, creating our very own new species, forming single cellular life to perform tasks, and even optimizing the genetics of our own children.
@nickrobinson7096
@nickrobinson7096 29 күн бұрын
I was in my final year or biochemistry in 2018 and we were discussing the protein folding problem where the lecturer said estimates for solving it are around 25 years aways. Next year alphafold went mainstream.
@ludologian
@ludologian 27 күн бұрын
Pardon me if I got this wrong, so now it can predict complex molecular structure ( that are docked into proteins)? And if so .. does it use a docking engine or it can predict molecular shapes only ? or randomly generate 3D structure[ from noise] for predicting a complex protein structure ( no docking required)? Only two input ( protein+ mol ) like blind docking methods
@marcosfuentes980
@marcosfuentes980 Ай бұрын
I would love to see it use to create a nootropic, some thing like the NZT-48 of limitless
@coloryvr
@coloryvr Ай бұрын
This seems to be great! WOW!
@valentinmitterbauer4196
@valentinmitterbauer4196 Ай бұрын
Finally, i can efficiently engineer more deadly prions to sell to the highest bidder
@htopherollem649
@htopherollem649 Ай бұрын
you can have mine, but you must take all of them (CTE sufferer)lol
@aperson2730
@aperson2730 20 күн бұрын
Thanks for the info 👍🙂
@marcelinomoreno4506
@marcelinomoreno4506 Ай бұрын
Can it predict computer algorithms? Or maybe simulate constants if they had different values?
@TetrahedreX
@TetrahedreX Ай бұрын
How many times has something changed everything without anything actually changing?
@aleipiano
@aleipiano 8 күн бұрын
This is beautiful!!!
@tortysoft
@tortysoft 27 күн бұрын
- bringing the singularity yet closer !
@rgbplaza5945
@rgbplaza5945 23 күн бұрын
Although I'm tremendously excited about this advancement, as a biotechnologist myself, it ought to have been mentioned that right now the list of available ligands that are compatible with AF3 is actually very small and so if you're trying to model interactions between proteins and any molecules that aren't incredibly mainstream you're out of luck right now. Certainly no scope for users outside of DeepMind and Isomorphic to use it for ligand design at the moment.
@adityarao2134
@adityarao2134 Ай бұрын
Amazing! Can someone shed light on why these ml models work better than the ones more rooted in physics? To me it seems like this should be a first principles based problem considering the causal non-entropic physicality of it. For example, we similarly have calculators to do math since the rigid rules are part of the ground truth (E.g. transformer based LLM models predicting the next token are worse at adding numbers than a calculator).
@jdirksen
@jdirksen Ай бұрын
I ain't a guy that does much personal work with AI, but from what I gather it's mainly because this AI model can "intuit" to approximations and skip over many steps, then go back and verify it, and adjust its answer until it's as close as it can get. rather than having to work through the calculations done for a physics based interaction with many points of failure that can cause a cascade of inaccuracies to develop due to small errors and the like. Again, take it with a grain of salt, that's just my best guess
@ThisMoth
@ThisMoth Ай бұрын
I'm flattered on behalf of humanity that you decided to interact with humans before consulting with an AI, My human reply would be that I guess the physics based algorithms are based on physics as we understand them and are more limited as they're only as good as we understand physics. A full general AI can take inspiration from any element in the world that would boost the chance of success. So less precise because it's not rooted in physics yet more precise because of the insane amount of datapoints as inspiration. Chatgpt 3.5 Machine learning models like AlphaFold 3 outperform physics-based approaches in protein folding due to their ability to learn complex patterns from vast amounts of data. While physics-based methods rely on rigid rules and principles, they often struggle with the inherent complexity of biological systems. ML models, on the other hand, can capture subtle relationships and nuances in the data, leading to more accurate predictions. However, it's essential to note that both approaches have their strengths and weaknesses, and a hybrid approach combining the best of both worlds may yield even better results in the future. PS, this is just me trying to come up with an answer to your question because it was a good question and I'm curious.
@Sycamore_flaw
@Sycamore_flaw Ай бұрын
I'm definitely no expert but from my engineering experience when it comes to simulating complex processes with algorithms errors tend to stack quickly and so your result loses reliability the more iterations are ran. Artificial intelligence systems have the benefit of "knowing" roughly what the output result should be expected as, whilst an algorithm has to be tuned either by the operator or a separate algorithmic process (With much the same issues as before). The intelligence model is probably never going to be exactly accurate as it doesn't solve the problem as a series of fundamental physical rules of nature but instead through user defined rules. The physics model will probably never be exactly accurate because noise is inherent in the system. A weird analogy I think of is if the two systems are both set out to solve a jigsaw puzzle the intelligence algorithm takes premade data (That may not be neccesarily accurate) in the form of puzzle pieces and tries to make the picture as you and I would, but will always lose data in the gaps and overall accuracy. On the other hand the physics algorithm attempts to cut out its own pieces which can sometimes be effective but compounds errors as it goes. As I say tho, I am no expert, just having some fun with the ideas
@josmulder2667
@josmulder2667 Ай бұрын
We simply do no have the compute, because these calculations scale unfavorable. These new models seem to somehow compress the data. Its like the game of life, simple rules can create complexity
@leejerrett8268
@leejerrett8268 Ай бұрын
From what I understand it isn’t a problem of accuracy but of computing power. If an AI gets decent at learning the higher order ‘rules’ which govern protein folding it can look at a sequence of amino acids and give an educated guess on the shape it would likely take under certain conditions without having to calculate millions interactions between hundreds of thousands of physics objects. It makes it viable for a researcher to identify promising novel drug candidates within a search field of millions of possible amino acid sequences without needing to invest in thousands of years of supercomputing time or the obscene amount of lab time and resources that would be required in order to to test each novel substance in vitro.
@lumarans30
@lumarans30 Ай бұрын
What a time to be alive!!
@AndreasLindful
@AndreasLindful 26 күн бұрын
Aging gracefully without pain and be fit and young at the same time. Constant improvement in quality of life. (And wars must be banned.)
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