Can GPT-3 do math? | Grant Sanderson and Lex Fridman – The Engineering of Conscious Experience

Lex Clips

Full episode with Grant Sanderson (Aug 2020): https://www.youtube.com/watch?v=U_6AYX42gkU
Clips channel (Lex Clips): https://www.youtube.com/lexclips
Main channel (Lex Fridman): https://www.youtube.com/lexfridman
(more links below)

Podcast full episodes playlist:
https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4

Podcasts clips playlist:
https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41

Podcast website:
https://lexfridman.com/ai

Podcast on Apple Podcasts (iTunes):
https://apple.co/2lwqZIr

Podcast on Spotify:
https://spoti.fi/2nEwCF8

Podcast RSS:
https://lexfridman.com/category/ai/feed/

Grant Sanderson is a math educator and creator of 3Blue1Brown.

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| Grant Sanderson and Lex Fridman</span>” </h5> <ol class="comment-list"> <li id="comment-185904" class="comment even thread-even depth-1"> <article id="div-comment-185904" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCnv8UVL8bKvUoWD9EiErmVA" class="url" rel="ugc external nofollow">Abu Durum</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185904"><time datetime="2020-08-30T10:12:38-07:00">August 30, 2020 at 10:12 am</time></a> </div> </footer> <div class="comment-content"> <p>What I found amazing with GPT-3 was when it correctly predicted the answer to a medical question and not only predicted, but even gave a rational explanation for it's answer. Thus there is not much "black box" about it. It's interpretable. A lot of people said that "AI's won't replace but just assist Physicians", but after I saw GPT-3, which wasn't even designed for medical use be able to answer the medical question like that, I think that AI Physicians that can actually replace Physicians is much, much closer than we think.</p> </div> </article> </li> <li id="comment-185903" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-185903" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC9JvckZ2Wqj_7NL2ZGWHc7Q" class="url" rel="ugc external nofollow">Bodhi</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185903"><time datetime="2020-08-30T10:26:28-07:00">August 30, 2020 at 10:26 am</time></a> </div> </footer> <div class="comment-content"> <p>hi lex</p> </div> </article> </li> <li id="comment-185902" class="comment even thread-even depth-1"> <article id="div-comment-185902" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC6qngek9nMzp4etz8jh2Z2w" class="url" rel="ugc external nofollow">Slartibartfast</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185902"><time datetime="2020-08-30T10:32:04-07:00">August 30, 2020 at 10:32 am</time></a> </div> </footer> <div class="comment-content"> <p>I seriously hope that the internet is not used as a means of gathering data for serious production AI.<br />If it is then people will soon find ways to seed the internet with data to throw the models.<br />I guess you could call those seeds a sort of inception…</p> </div> </article> </li> <li id="comment-185901" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-185901" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCf6IVENjsnM4Rr8H71WgeGg" class="url" rel="ugc external nofollow">tra ve</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185901"><time datetime="2020-08-30T10:34:31-07:00">August 30, 2020 at 10:34 am</time></a> </div> </footer> <div class="comment-content"> <p>Math requires sequential reasoning. GPT-3 seems to have super-human intuition, but nothing else.</p> </div> </article> </li> <li id="comment-185900" class="comment even thread-even depth-1"> <article id="div-comment-185900" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCKeJ9IhPSB44cIPa0Npm1zw" class="url" rel="ugc external nofollow">Idkartist</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185900"><time datetime="2020-08-30T11:11:50-07:00">August 30, 2020 at 11:11 am</time></a> </div> </footer> <div class="comment-content"> <p>Man I watched like 6 of the clips with this guest in it and only now realized it's actually 3Blue1Brown ahahah</p> </div> </article> </li> <li id="comment-185899" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-185899" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC5bTzn7PdGc7mOun_tp6I4w" class="url" rel="ugc external nofollow">Gordon Chin</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185899"><time datetime="2020-08-30T11:18:57-07:00">August 30, 2020 at 11:18 am</time></a> </div> </footer> <div class="comment-content"> <p>Seems like GPT-3 is on the right track for human modelling if it is good for communication inferences and not so much for math.</p> </div> </article> </li> <li id="comment-185898" class="comment even thread-even depth-1"> <article id="div-comment-185898" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC8J7gvl0hB6k5zVzBnnEbKA" class="url" rel="ugc external nofollow">paul wittekind</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185898"><time datetime="2020-08-30T11:31:36-07:00">August 30, 2020 at 11:31 am</time></a> </div> </footer> <div class="comment-content"> <p>This pattern is the 369 code.<br />248751</p> </div> </article> </li> <li id="comment-185897" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-185897" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCTGYb2-iXQKJe14MXgWB0Fw" class="url" rel="ugc external nofollow">Digital Foods with JP12x</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185897"><time datetime="2020-08-30T13:36:03-07:00">August 30, 2020 at 1:36 pm</time></a> </div> </footer> <div class="comment-content"> <p>I feel I should keep posting this: GPT is not an AI or AGI. It's a very solid language function. It will work best as a subordinate of an AGI. The supervisor function would ask the GPT to create a few different examples as a way to hypothesize; When the GPT gives back something that matches reality, the supervisor would be able to confirm those parameters it gave to GPT as a solution to the problem it faces.</p> </div> </article> </li> <li id="comment-185896" class="comment even thread-even depth-1"> <article id="div-comment-185896" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCKB6PpL3zwFZTx-byG3T_Aw" class="url" rel="ugc external nofollow">Roger Van Brunt</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185896"><time datetime="2020-08-30T15:05:25-07:00">August 30, 2020 at 3:05 pm</time></a> </div> </footer> <div class="comment-content"> <p>very cool stuff</p> </div> </article> </li> <li id="comment-185895" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-185895" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCyuJIVVyopDxV-Qwovah0rw" class="url" rel="ugc external nofollow">Craig Bartel</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185895"><time datetime="2020-08-30T19:37:10-07:00">August 30, 2020 at 7:37 pm</time></a> </div> </footer> <div class="comment-content"> <p>its like looking at the fractures in a crystal. the unstoppable force meets an imovable object. the infinite and the finite</p> </div> </article> </li> <li id="comment-185894" class="comment even thread-even depth-1"> <article id="div-comment-185894" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCZ9W6qMBpnwZYMDM42L7enw" class="url" rel="ugc external nofollow">Mateus Machado Fotografia</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185894"><time datetime="2020-08-30T21:24:22-07:00">August 30, 2020 at 9:24 pm</time></a> </div> </footer> <div class="comment-content"> <p>Quanta magazine. How Close Are Computers to Automating Mathematical Reasoning?<br />August 27, 2020</p> <p><a href="https://www.quantamagazine.org/how-close-are-computers-to-automating-mathematical-reasoning-20200827/">https://www.quantamagazine.org/how-close-are-computers-to-automating-mathematical-reasoning-20200827/</a></p> </div> </article> </li> <li id="comment-185893" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-185893" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCoiup4urGC8GIdMyVa64RyA" class="url" rel="ugc external nofollow">ThreadSnake</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185893"><time datetime="2020-09-03T19:01:20-07:00">September 3, 2020 at 7:01 pm</time></a> </div> </footer> <div class="comment-content"> <p>An AI Scientist… interesting</p> </div> </article> </li> <li id="comment-185892" class="comment even thread-even depth-1"> <article id="div-comment-185892" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCyjN7RLnrZ3kEKQgi69D1Lw" class="url" rel="ugc external nofollow">Fikri Fadhlurrahman</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185892"><time datetime="2020-09-04T08:05:47-07:00">September 4, 2020 at 8:05 am</time></a> </div> </footer> <div class="comment-content"> <p>no matter how nerdy and genius you are,</p> <p>having a brick body is a must</p> </div> </article> </li> <li id="comment-185891" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-185891" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCjCNnJk7T8Yzu7kXboyVRuA" class="url" rel="ugc external nofollow">David Acer</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/can-gpt-3-do-math-grant-sanderson-and-lex-fridman/#comment-185891"><time datetime="2020-09-07T11:18:53-07:00">September 7, 2020 at 11:18 am</time></a> </div> </footer> <div class="comment-content"> <p>Watching Grant explaining things to Lex is like watching a person explaining math to a dog</p> </div> </article> </li> </ol> <p class="no-comments">Comments are closed.</p> </div> </main> </div> <div class="col-md-3 px-lg-3 "> </div> </div> </div> </div> <footer id="colophon" class="site-footer"> <div class="container"> <div class="row"> <div class="col-md-12 text-center"> <div class="site-info"> <span> Powered By: <a href="https://wordpress.org/" target="_blank">WordPress</a> </span> <span class="sep"> | </span> <span> Theme: <a href="https://odiethemes.com/themes/magazinebook/" target="_blank">MagazineBook</a> By OdieThemes </span> </div> </div> </div> </div> </footer> </div> <script>(function(){var advanced_ads_ga_UID="UA-88163215-1",advanced_ads_ga_anonymIP=!!1;window.advanced_ads_check_adblocker=function(t){var n=[],e=null;function a(t){var n=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||function(t){return setTimeout(t,16)};n.call(window,t)}return a((function(){var t=document.createElement("div");t.innerHTML=" ",t.setAttribute("class","ad_unit ad-unit text-ad text_ad pub_300x250"),t.setAttribute("style","width: 1px !important; 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