Consider This from NPR - On Our Watch: 20-20 Hindsight
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Audio Poem of the Day - To What You Said
By Walt Whitman
CoinDesk Podcast Network - BREAKDOWN: Gaming as a Tool of Economic Empowerment
A new essay argues player-driven digital economies create new economic opportunities.
This episode is sponsored by NYDIG.
The broader crypto sector encompasses more than just policies and price action: Decentralized technology has given rise to immersive play-to-earn digital economies where players can maximize their gaming experience.
In this “Long Reads Sunday,” NLW takes a step back from the recent regulatory focus to take a look at the world of gaming. He reads the piece ”A Play-to-Earn Account Beats a Bank Account“ from Beryl Li, co-founder of Yield Guild Games.
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NYDIG, the institutional-grade platform for Bitcoin, is making it possible for thousands of banks who have trusted relationships with hundreds of millions of customers, to offer Bitcoin. Learn more at NYDIG.com/NLW.
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The Breakdown is written, produced by and features NLW, with editing by Rob Mitchell and additional production support by Eleanor Pahl. Adam B. Levine is our executive producer and our theme music is “Countdown” by Neon Beach. The music you heard today behind our sponsor is “Only in Time” by Abloom. Image credit: sasha85ru/iStock/Getty Images, modified by CoinDesk.
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Everything Everywhere Daily - Who Was the Greatest Olympian of All Time?
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This Machine Kills - Patreon Preview – 89. TMK Book Club, part 7 (ft. David A. Banks)
Audio Poem of the Day - Sweet or Sour
By John Lennox
CoinDesk Podcast Network - SOB: Digging Into El Salvador’s Bitcoin Bill
El Salvador’s decision to make bitcoin legal tender shocked the world. Soon, the dust will settle and catchy headlines will become real, lived experiences for Salvadorans.
Join hosts Adam B. Levine, Andreas M. Antonopoulos and Stephanie Murphy for a read-through and thoughtful conversation of El Salvador’s bitcoin legislation in full. The hosts discuss the highs and lows of the bill and potential risks to the country, its citizens and bitcoin globally.
Though many had predicted governmental adoption of bitcoin would come, none had predicted it would happen so soon. The rest of the world has watched attentively as El Salvador embarks on a nation-scale trial run of bitcoin as legal tender. This unprecedented circumstance brings an abundance of technical and social challenges.
What will the great successes be with this experiment? Where can it go wrong? And how will the Lightning Network factor in? Most worryingly, will El Salvadore’s trust fund be the world’s biggest honeypot?
The bitcoin bill is set to go in effect very soon. Will El Salvador be able to address these concerns in time?
Links from the episode:
- Bitcoin as Legal Tender? Why El Salvador’s Plan Isn’t as Crazy as You Think (Adam's Opinion piece)
- Bitcoin Neutrality (Andreas's original 2013 talk)
Today's show featured Andreas M. Antonopoulos, Stephanie Murphy and Adam B. Levine. This episode was edited by Jonas, with music by Jared Rubens and Gurty Beats.
Image credit: Wilson Edilberto Santana Suarez/Unsplash, modified by Speaking of Bitcoin
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Lex Fridman Podcast - #206 – Ishan Misra: Self-Supervised Deep Learning in Computer Vision
Ishan Misra is a research scientist at FAIR working on self-supervised visual learning. Please support this podcast by checking out our sponsors:
– Onnit: https://lexfridman.com/onnit to get up to 10% off
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EPISODE LINKS:
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PODCAST INFO:
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OUTLINE:
Here’s the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) – Introduction
(07:49) – Self-supervised learning
(16:24) – Self-supervised learning is the dark matter of intelligence
(20:17) – Categorization
(28:50) – Is computer vision still really hard?
(32:35) – Understanding Language
(42:14) – Harder to solve: vision or language
(48:59) – Contrastive learning & energy-based models
(52:59) – Data augmentation
(57:19) – Fixed audio spike by lowering sound with pen tool
(1:05:33) – Real data vs. augmented data
(1:09:16) – Non-contrastive learning energy based self supervised learning methods
(1:12:54) – Unsupervised learning (SwAV)
(1:15:37) – Self-supervised Pretraining (SEER)
(1:20:44) – Self-supervised learning (SSL) architectures
(1:26:43) – VISSL pytorch-based SSL library
(1:29:38) – Multi-modal
(1:37:06) – Active learning
(1:42:45) – Autonomous driving
(1:54:12) – Limits of deep learning
(1:58:19) – Difference between learning and reasoning
(2:03:26) – Building super-human AI
(2:11:14) – Most beautiful idea in self-supervised learning
(2:15:02) – Simulation for training AI
(2:18:27) – Video games replacing reality
(2:19:40) – How to write a good research paper
(2:24:08) – Best programming language for beginners
(2:25:01) – PyTorch vs TensorFlow
(2:28:26) – Advice for getting into machine learning
(2:30:31) – Advice for young people
(2:32:58) – Meaning of life
