Breakthroughs in AI for Biology: AI Lab Groups & Protein Model Interpretability with Prof James Zou

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  • Опубліковано 20 гру 2024

КОМЕНТАРІ • 10

  • @sombh1971
    @sombh1971 2 дні тому +6

    Wow! This is already possible? Mind blown, totally!

  • @penguinista
    @penguinista День тому +1

    Very impressive results! Good job bringing attention to this work. Seems like really significant developments.

  • @ChadKovac
    @ChadKovac 2 дні тому +4

    Also see Dr Michael Levin's work on non-nurial intelligence

  • @GNARGNARHEAD
    @GNARGNARHEAD 2 дні тому +3

    sounding like every lab will have more than one of these in a few years 😮

  • @diga4696
    @diga4696 2 дні тому +1

    I have a very similar flow for a variety of SDLC stages in my development environment.

  • @03Krikri
    @03Krikri 2 дні тому +3

    Super interesting virtual lab, I m cooking something even more crazy stay tuned

  • @SuperElwira
    @SuperElwira 5 годин тому

    1st most European language is based on binary opposites symetric models black-white, cold-hot, bad-good, high-low, min-max , even zero-one, truth-false etc. East language might be differend. Look on work of culture structuralists like Claude Levi Strauss. Everything has simple pattern but relations is complicated. Language have some rules and maty, but 1st human language was a picture and sound. Shape, graph coding more infos than math. Look at the pictograms- is understanded for all. This is patterns. Nature use patterns like colours of toxic frogs, crystal shape. Look at Rubic cube. Cultural structuralists find interesting models in anchient architecture bonded with functions and they found pattern. Look also at hazard machine models, shapes of leaves-this is patterns. We can ask AI to group knowledge in patterns, blocks, algoritms. Look at music scales and proportions in music Pitagoras found.
    I have another question- I am wondering what happening when we take non-scientist man and learn him specific problem or just give to him problem to solve or student. Does he solve problem because he dont know which things he cant do like Einstein said? I was like that- when I was young I was not going to school. I was not learning grammatic but I was reading books. I was interesting stereotypes and mind blocking, placebo-nocebo effect, by removing believes and stereotypes you can unlock huge brain pottential and heal diseases, reverse dementia and addictions. We are repeating many things.
    I dont know any grammatic rule in the school, but I never made even 1 mistake in my language. I was the best. I dont know how I learn this. I was just reading books. The same was with guitar-one guy came and he said: now we will be playing together on 2 guitars. I said-I cant. I dont know rules. He said: you dont need them, just focus, dont panic, dont think, and watch my hand-we play 5 hours perfectly synchronised- songs I dont know and I dont know how. In music improvisation you have this magic connection too. In emergency extremly situation also and you know what to do. Probably our teaching methods is bad and our stare of mind. We get distract, confused-we dont have one knowledge system for all science. My friend give to kids who was dont know math yet a mission- wright numbers in some order and just look at them and she find math rules and more, she create her own equasions. We are copy and paste. I am predicting future science.
    Why we just dont use AI learning models and genious learning models to learn people one problem from the basics with fast reading, calculating and learning methods like we have in China and Korea? Nohody is talking about this methods. Kids there calculating very fast and very big numbers just like computers, 5 years old play music with fast learning methods. Why we are not learning this methods for rasing our superpowers? I wanted to build system which bond all sciences, based on charts, algoritms, models, graphs, layers, starts from H+, Na, K just like ecosystem.
    Why we dont boost human minds with music-all brain is working, drawing- only to get shape sensation, with acrobatics, dance, martial arts-to get endorphines, happiness, space feeling, body-mind connection, and with joga-flexibility, calm, meditation-to dive deep inside, and hand crafts and Lego robotics, by cut people from outside world for 1 year, than learn fast counting and learning, than learn AI patterns and board game patterns with logic puzzles, so we get people with open minds by this methods and then learn them specific problem in any kind of science. We are missing many things. Art is food for emotion controlling and sharp senses, develope creativity. Sport and phylosophy. I dont like monologs where is no disqution, people sit quiet or isolate. We was making discussions with studenta, professors and everybody interested-it was blowing minds, we was able to talk with 3 people in diferend topics because no one controlling it. I was able play with 3 people and talk with 2. How kids is learning world or ridding on a bike? They just do it, there is no any rules, kids try all, touch all. When we are adult we put too much useless behavioristic rules which is blocking our creativity. One of my patient with cancer was all the time sad because she dont know she can be happy, she thinks she cant in her stage-what others think about her? When she realize stereotype she was laughing. I unlock many people hidden pottential, because I try many things and I know everybody can learn anything but out communication is bad- mostku based on emotions, imaginations, emo patterns which advertisements psychology captured very well- white coat and stetoskope-doctor, authority-captain mistake, sacrifise for leader, turning off resoonsibility and thinking when someone is in charge-changing leader system in group reveal great pottential. Many things we can improve e.g. repeating basic knowledge and regular tests, short lectures with new things, contacting with others in one science and improving methods, disqussions and intuitive problem solving with people from other science and work area to get fresh look

  • @eugeniogeneramirez1794
    @eugeniogeneramirez1794 9 годин тому

    Your audio sounds awful. You need good microphones near your mouth.