All topics / AI breakthroughs
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AI breakthroughs
2
episodes
2
thinkers
4h
of conversation
12
books & papers
6
terms defined
The neighbourhood: AI breakthroughs and the ideas it travels with. Drag to roam, click a star for the episode, click a neighbour to travel.
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The lexicon
Every term the guests lean on, in plain language. Read one in full, or filter to find it.
What the corpus says
The throughline across every conversation that touches this idea.
AlphaFold2's protein folding predictions are a milestone, yet struggle with multi-domain proteins.
Dmitry Korkin · Dmitry Korkin: Evolution of Proteins, Viruses, Life, and AI
The spike protein of SARS-CoV-2 operates as a trimer, enhancing its ability to bind to the ACE2 receptor.
Dmitry Korkin · Dmitry Korkin: Evolution of Proteins, Viruses, Life, and AI
Machine learning could predict viral mutations, potentially aiding vaccine and antiviral development.
Dmitry Korkin · Dmitry Korkin: Evolution of Proteins, Viruses, Life, and AI
The scientific response to COVID-19 vastly outpaced the SARS response, highlighting improved global collaboration.
Dmitry Korkin · Dmitry Korkin: Evolution of Proteins, Viruses, Life, and AI
Self-replicating programs and evolutionary algorithms present new possibilities for AI and robotics.
Dmitry Korkin · Dmitry Korkin: Evolution of Proteins, Viruses, Life, and AI
AlphaGo's victory in Go marked a significant advancement in AI, showcasing the power of reinforcement learning and self-play.
Michael Littman · Michael Littman: Reinforcement Learning and the Future of AI
Reinforcement learning systems struggle with human interaction due to high costs and low bandwidth, limiting their development.
Michael Littman · Michael Littman: Reinforcement Learning and the Future of AI
Rich Sutton's 'Bitter Lesson' highlights that simple algorithms leveraging computation have driven major AI advancements.
Michael Littman · Michael Littman: Reinforcement Learning and the Future of AI
Self-driving cars face challenges in understanding social cues, which are crucial for safe driving.
Michael Littman · Michael Littman: Reinforcement Learning and the Future of AI
The exponential growth of technology may reach a limit, leading to diminishing returns rather than endless improvement.
Michael Littman · Michael Littman: Reinforcement Learning and the Future of AI
Voices on AI breakthroughs
6 standout quotes from across the corpus.
Go read
12 books and papers cited across these episodes.
For the specialist
What experts find new
5 expert-level takeaways for a specialist reader.
At the frontier
Still unresolved
3 open questions flagged across these conversations.
The thinkers
Who takes this idea on, by how often they return to it.
