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Demis Hassabis on Scientific Discovery and Personal Agency

Stanford GSB Insights ·

A source presenting Demis Hassabis’s views on AI’s role in scientific discovery, open science practice, and individual agency—citing AlphaGo’s novel Go strategies as evidence of AI creativity, AlphaFold’s public release as a deliberate choice to maximize global impact, and a call to affirm personal agency amid rapid technological change. Lisez 3 points de vue avec leurs éléments à l’appui et les liens vers les sources.

Jennifer AakerMichael McDowellJonathan LevinDemis Hassabis
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En un coup d’œil

  • AlphaGo’s novel Go strategies signaled AI’s readiness for scientific application

    AlphaGo’s creation of never-before-seen Go strategies—despite Go’s 2,000+ year history and centuries of professional play—was a pivotal moment for Demis Hassabis, confirming AI’s capacity for genuine novelty and prompting the launch of AlphaFold.

    Lire le moment probant · Paragraphe 41

  • Releasing AlphaFold’s predictions for all 200 million proteins maximized global scientific impact

    Demis Hassabis decided to publicly release AlphaFold’s predictions for all ~200 million known proteins—hosted via the European Bioinformatics Institute—because the system’s speed (seconds per protein) and accuracy enabled unprecedented scale, far exceeding what any single organization could leverage internally.

    Lire le moment probant · Paragraphe 46

  • The future remains unwritten—double down on your own agency

    The future is not predetermined; individuals should reinforce their own agency and not accept fatalistic claims about technological determinism.

    Lire le moment probant · Paragraphe 96

Passages clés3

Passages attribués et accompagnés du contexte nécessaire à leur vérification. Ouvrez le texte original pour vérifier la source.

Paragraphe 46 (s’ouvre dans un nouvel onglet)
open science and AI impact scaling

Releasing AlphaFold’s predictions for all 200 million proteins maximized global scientific impact

Extrait original

we should fold all the proteins because not only was AlphaFold accurate, it was extremely fast. It could fold a protein in a matter of seconds. And then collaborate with, in the end European Bioinformatics Institute in Cambridge which hosts many of the biggest biology databases scientists use, and just host the entire 200 million protein structures on their database and just allow it to be as simple as a Google search to just find your protein structure.
Demis Hassabis·
Contexte

So most people thought it was at least 10, 20 years away before we would have enough data and the right types of algorithms to tackle that. But we felt that using every technique we knew in the end that we could make progress with that and it turned out to be the case. And then when we decided to, well, how would we make the maximum impact with this? It was obvious to me that

Paragraphe 41 (s’ouvre dans un nouvel onglet)
AI creativity and scientific discovery

AlphaGo’s novel Go strategies signaled AI’s readiness for scientific application

Extrait original

not only did it win the match against Lee Sedol in 2016, it also created famously new strategies that had never been seen before, even though we’ve played Go. Go is the oldest game humanity has invented, it’s 2000 plus years old, and been played professionally for hundreds of years, and we hadn’t discovered those strategies.
Demis Hassabis·
Contexte

It was more about the approach we would have taken would probably be a really interesting algorithmic approach and maybe and hopefully would generalize to other domains. And that’s what turned out with AlphaGo and then it went beyond our wildest dreams really because So that was double whammy for me. I was waiting for that moment that AI was able to come up with something novel and there’s more levels of creativity than that, but beyond that, but at least it was a novel idea. And then that was for me was what I was waiting for to then start using AI for science. So the moment we got back from SOL, we started the AlphaFold project.

Paragraphe 96 (s’ouvre dans un nouvel onglet)
founder and creator agency

The future remains unwritten—double down on your own agency

Extrait original

the main thing is to just make sure you double down your own agency. The future’s still to be written, I would say. So don’t listen to anyone who says it’s not.
Demis Hassabis·
Contexte

Demis Hassabis: I mean,

Source et méthodologie

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