High Output AI

High Output AI

By High Output AITechnology
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High Output AI episodes

  • PARTI AI and Google's Investment in Healthcare | Podcast EP012
    Welcome to another episode. This week Tom and Elliot dig into the new PARTI image generation model from Google as well as Google's crazy investment numbers in health. Thanks for listening.
    00:00:00 - Start
    00:01:17 - What are we drinking?
    00:04:22 - Alphabet's spend in Healthcare
    00:13:12 - Searchable Patient Records
    00:31:42 - Parti by Google
    00:46:16 - Limitations of this model and others
    01:06:26 - Wrapping Up
    👋CONTACT
    Any feedback? Leave a comment or hit us on Twitter
    @tom_k_white, @elliot_c_smith
    #podcast #tech #ai #startup
    1 hr 11 min
  • Is LaMDA Sentient and Hospitality in Healthcare | EP011

    Welcome to another episode. This week Tom and Elliot dig into whether LaMDA is really sentient and how Healthcare can learn some lessons from hospitality.

    00:00 - Start

    02:40 - Is the AI Sentient?

    03:13 - What is LaMDA

    04:01 - What is Sentience?

    05:08 - My thoughts: No

    06:29 - What's going on then?

    09:37 - Is the Turing Test a good test?

    12:36 - How did people react

    18:46 - Why hospitality matters in healthcare

    20:01 - Defining patient experience

    24:13 - How can we find a metric to optimize

    26:06 - Be nice or get sued

    31:01 - How do we make it different

    36:23 - Key Ideas for Healthcare Hospitality

    52:41 - Wrapping Up

    👋CONTACT

    Any feedback? Leave a comment or hit us on Twitter

    @tom_k_white, @elliot_c_smith

    #podcast #tech #ai #startup

    57 min
  • Live Episode | EP010

    Tom and Elliot chat about a few topics in our first ever live episode. Let's hope two tech founders can work out a live stream.

    1 hr 3 min
  • DALLE-2 "Secret" Language & Did we forget how to build Nuclear? | EP009

    Tom and Elliot discuss the supposed secret language of DALLE-2 and some signs that the western world might have forgotten how to build new nuclear plants.

    TIMESTAMPS

    00:00 Intro

    04:00 Does DALLE-2 have a secret language?

    06:06 What is OpenAI?

    09:27 Failure Cases

    13:04 Is this like Facebook's Failed Experiment?

    17:06 Topic 2 Did we forget how to build power plants?

    20:31 France's Nuclear Power

    24:05 USA's Nuclear Power

    30:31 Is China the new king of nuclear power?

    41:16 Wrapping Up

    ✍️SHOW NOTES

    Part 1 - DALLE-2 "Secret" Language

    -- 🔬Giannis Darris twitter https://twitter.com/giannis_daras

    -- 🧵Giannis' twitter thread summarising the findings https://twitter.com/giannis_daras/status/1531693093040230402

    -- 🎨DALLE-2 artwork https://twitter.com/dalle2pics

    -- 🧠Open AI https://openai.com/

    -- 🗣️Facebook's failed experiment https://www.independent.co.uk/life-style/facebook-artificial-intelligence-ai-chatbot-new-language-research-openai-google-a7869706.html

    Part 2 - We've Forgotten how to build Nuclear

    -- ⚛️World Nuclear - https://world-nuclear.org/

    -- 🥖Nuclear Power in France - https://world-nuclear.org/information-library/country-profiles/countries-a-f/france.aspx

    -- 🌭Nuclear Power in USA - https://world-nuclear.org/information-library/country-profiles/countries-t-z/usa-nuclear-power.aspx

    -- ⚡Chernobyl Miniseries - https://en.wikipedia.org/wiki/Chernobyl_(miniseries)

    -- 🌊Fukushima Disaster - https://en.wikipedia.org/wiki/Fukushima_nuclear_disaster

    -- 🍚Nuclear Power in China - https://world-nuclear.org/information-library/country-profiles/countries-a-f/china-nuclear-power.aspx

    👋CONTACT

    Any feedback? Leave a comment or hit us on twitter

    @tom_k_white, @elliot_c_smith

    #podcast #tech #ai #startup

    45 min
  • Bizzare Signs of Recession and CRISPR Tomatoes | EP008

    Tom and Elliot discuss some of the more questionable signs that we might be in a recession and new work increasing Vitamin D in tomatoes using genetic modification with CRISPR.

    TIMESTAMPS

    00:00:00 Intro

    00:02:55 This Week's Topics

    00:06:54 Topic 1 Bizzare indicators of recession

    00:12:58 Hemline Index

    00:18:55 R-Word Index

    00:22:08 Men's Underwear Index

    00:31:42 Bonus Index List

    00:40:05 Stripper Sentiment

    00:41:23 Actual Recession Indicators

    00:44:54 Topic 2 CRISPR Super Tomatoes

    01:03:44 Wrapping Up


    ✍️SHOW NOTES

    Part 1 - Stripper Things

    -- Original tweet from @Reversecowgirl69 - https://twitter.com/botticellibimbo/status/1527390388167659528

    -- Skyscraper Index - https://en.wikipedia.org/wiki/Skyscraper_Index

    -- Hemline Index - https://www.nytimes.com/1974/02/24/archives/probing-the-markets-depths-still-lower-prices-for-stocks-seen-by.html

    -- "R-Word" Index - https://www.economist.com/finance-and-economics/2001/04/05/the-r-word

    -- Men's Underwear Index - https://bikashkampo.com/the-underwear-theory-of-economic-growth/

    -- Champagne Index - https://www.liv-ex.com/news-insights/indices/

    -- Bridgwater Capital Frothiness - https://www.bridgewater.com/research-and-insights/ray-dalio-stock-market-bubble

    Part 2 - CRISPR Tomatoes

    -- Biofortified tomatoes provide a new route to vitamin D sufficiency https://www.nature.com/articles/s41477-022-01154-6

    -- Nature Plants https://www.nature.com/nplants/editors

    -- What is CRISPR? https://www.newscientist.com/definition/what-is-crispr/

    -- Co-Inventor of CRISPR, Emmanuel Charpentier https://en.wikipedia.org/wiki/Emmanuelle_Charpentier

    -- Co-Inventor of CRISPR, Jennifer Doudna https://en.wikipedia.org/wiki/Jennifer_Doudna

    👋CONTACT

    Any feedback? Leave a comment or hit us on twitter

    @tom_k_white, @elliot_c_smith

    #podcast #tech #ai #startup

    1 hr 7 min
  • DeepMind's GATO model and the speed of human progress | EP007

    Tom and Elliot discuss Deepmind's new GATO model and an article looking at the speed of human progress and whether this century will be history's most important.  

    TIMESTAMPS

    00:00 Intro
    01:53 What are we drinking  
    05:42 Topic 1 Deepmind's GATO  
    29:47 Topic 2: This Can't Go On  
    58:51 Wrapping Up   

    ✍️SHOW NOTES

    Part 1 - DeepMind's GATO model
    -- DeepMind's GATO model - https://www.deepmind.com/publications/a-generalist-agent
    -- Reinforcement learning - https://en.wikipedia.org/wiki/Reinforcement_learning
    -- Gradient descent - https://en.wikipedia.org/wiki/Gradient_descent
    -- DeepMind's new GATO makes me fear humans will never achieve AGI - https://thenextweb.com/news/deepminds-astounding-new-gato-ai-makes-fear-humans-will-never-achieve-agi 

    Part 2 - Speed of Human Progress

    -- This Can't Go On - https://www.cold-takes.com/this-cant-go-on/
    -- The most important century - https://www.cold-takes.com/most-important-century/  

    👋CONTACT

    Any feedback? Leave a comment or hit us on twitter
    @tom_k_white, @elliot_c_smith

    1 hr 4 min
  • Bad AI metrics and How to understand things | EP006

    Tom and Elliot discuss how AI metrics get used and abused and a paper looking at how to understand things.  

    Part 1

    -   How to Understand Things by Nabeel - https://nabeelqu.co/understanding
    -   Not Overthinking podcast episode that discusses Nabeel's article - https://notoverthinking.com/how-to-understand-things-2/
    -   Visual image of "Bag of words" and Natural Language Processing -https://twitter.com/nwilliams030/status/1278008507044937728/photo/1
    -   Decision tree analysis for house prices - I could not find this one, sorry folks
    -   The Sequences from Less Wrong -https://www.readthesequences.com/Book-I-Map-And-Territory
    - Modernist bread - https://modernistcuisineshop.com/products/modernist-bread 

    Part 2

    -   Concepts we covered; accuracy, sensitivity, specificity, AUC, prevalence, prior probability, positive predictive value, the negative predictive value
    -   The Metric Matrix - https://medium.com/swlh/how-to-remember-all-these-classification-concepts-forever-761c065be33
    -   Ibis -https://en.wikipedia.org/wiki/Ibis
    -   Bin Chicken - https://www.youtube.com/watch?v=w4dYWhkSbTU  Ibis Photo: By JJ Harrison (https://www.jjharrison.com.au/)
    - Own work, CC BY-SA 3.0, https://commons.wikimedia.org/w/index.php?curid=18800827 ROC Image: By cmglee, MartinThoma - Roc-draft-xkcd-style.svg, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=109730045 

    00:00 Intro  

    01:04 What are we drinking  
    04:47 How to Understand Things  
    06:44 The smartest people aren't the quickest to answer  
    09:23 Part 1 - Not Giving Up  
    13:22 When to go deep on a topic  
    22:08 Asking Dumb Questions  
    29:52 Life update post paper  
    32:31 AI metrics and which ones to use  
    46:21 Sensitivity and Specificity Mistakes

    1 hr 5 min
  • Letting Ideas Incubate and The Morals of Online Prescriptions | EP005

    Tom and Elliot discuss a meta-analysis of how to leave time between problems to help solve them and a DEA investigation into online prescription services for ADHD. 

    Links Mentioned 

    - Does Incubation Enhance Problem Solving? A Meta-Analytic Review

    - https://www.researchgate.net/publication/24001208_Does_Incubation_Enhance_Problem_Solving_A_Meta-Analytic_Review
    - Plan, Do, Learn - My admittedly hardcore work routine
    - https://www.indiehackers.com/post/plan-do-learn-my-admittedly-hardcore-work-routine-1fb500959f
    - Maker's Schedule, Manager's Schedule - Paul Graham - http://www.paulgraham.com/makersschedule.html
    - History of Water Fluoridation - https://en.wikipedia.org/wiki/Water_fluoridation#History
    - http://examine.com/
    - "Good is the enemy of great"—Good to Great by Jim Collins - http://www.tomkwhite.com/good-is-the-enemy-of-great
    - Warbreaker—Brandon Sanderson - https://www.brandonsanderson.com/warbreaker-introduction
    - Ali Abdaal interviews Brandon Sanderson - https://www.youtube.com/watch?v=IyPsEF511Vw 00:00 

    00:00 Introduction and Rambles

    02:06 This Week's Topics
    04:19 What We're Drinking
    07:20 Blend 43 and High School Jobs
    10:17 The Science of Problem Solving
    12:51 Does Incubation Help?
    18:12 Incubation and Ego Depletion
    23:11 Time on Problem vs Time Incubating
    25:25 Experiments and Video Games
    38:39 The Morals of Online Prescriptions
    58:42 Final Thoughts

    1 hr 6 min

About High Output AI

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A show dedicated to the latest news in the world of AI & Machine Learning.