The first time Earth’s geologic record – information found inside rocks – has been used to create an animation of this kind.
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
Witness 1.8 billion years of tectonic plates dance across Earth’s surface in a new animation https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
Witness 1.8 billion years of tectonic plates dance across Earth’s surface in a new animation https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209
The first time Earth’s geologic record – information found inside rocks – has been used to create an animation of this kind.
---
48 uses from 48 accounts #toplink
For your weekend relaxation: 1.8 billion years of plate tectonics in 72 seconds.
Fun to locate your hometown (or ancestral town) and track where it's been over the years...or how long it's even existed as a physical location.
https://theconversation.com/witness-1-8-billion-years-of-tectonic-plates-dance-across-earths-surface-in-a-new-animation-238209 #science #earth #nature #history
Scientists are on the verge of a dental miracle.
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
"Japanese researchers are moving forward with an experimental drug that promises to regrow human teeth"
https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
I wonder how these kinds of tooth-regrowing drugs will impact those of us who had massive corrective dental work and removals as teenagers? Can they target specific teeth or just generally regrow? https://www.popularmechanics.com/science/health/a60952102/tooth-regrowth-human-trials-japan/
This was a fun, challenging and at times very slightly frustrating build. Come check out our new website dedicated to all things Cyberdeck at the cyberdeck.cafe Is it The Future Yet? Cyberpunk isn&…
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
Project Code Named: VirtuScope https://thedigitalocean.wordpress.com/deck/
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
This tiny Linux-powered computer is giving me major heart eyes! 😍 https://thedigitalocean.wordpress.com/deck/
Labour seems gripped by a form of denialism. The danger is real and incremental change won’t avert it, says Jeremy Corbyn, independent MP for Islington North
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government. The reality is even worse than Jeremy Corbyn states here - which makes his question even more pertinent.
There is no need to overcomplicate things: a rise in global temperatures of 3.1C is not compatible with human survival. That is where we are heading, unless we act now. On our current path, the world will exceed 1.5C of warming, and could reach a rise of 2.6-3.1C by the end of the century.
#climateChange #climateCatastrophe #climateEmergency #climateBreakdown #tippingPoint
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government
very good question raised by Jeremy Corbyn
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government #ClimateCatastrophe #UKpolitics
"On our current path, the world will exceed 1.5C of warming, and could reach a rise of 2.6-3.1C by the end of the century.
For you, today, that might make the difference between wearing a jumper or a jacket. For humanity, it is the difference between survival and extinction"
The facts about a planet facing climate disaster are clear. Why won’t this Labour government face them? | Jeremy Corbyn | The Guardian
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government
There is no need to overcomplicate things: a rise in global temperatures of 3.1C is not compatible with human survival. That is where we are heading, unless we act now. On our current path, the world will exceed 1.5C of warming, and could reach a rise of 2.6-3.1C by the end of the century.
#climateChange #climateCatastrophe #climateEmergency #climateBreakdown #tippingPoint
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government
very good question raised by Jeremy Corbyn
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government #ClimateCatastrophe #UKpolitics
The facts about a planet facing climate disaster are clear. Why won’t this Labour government face them? | Jeremy Corbyn https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government
The facts about a planet facing climate disaster are clear. Why won’t this Labour government face them? | Jeremy Corbyn
-----
#ClimateCrisisMEWS #JeremyCorbynMEWS #EnvironmentMEWS #PoliticsMEWS #LabourMEWS #UkNewsMEWS #MEWS
-----
Labour seems gripped by a form of denialism. The danger is real and incremental change won’t avert itJeremy Corbyn is independent MP for Islington North and was le...
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government
There is no need to overcomplicate things: a rise in global temperatures of 3.1C is not compatible with human survival. That is where we are heading, unless we act now. On our current path, the world will exceed 1.5C of warming, and could reach a rise of 2.6-3.1C by the end of the century.
#climateChange #climateCatastrophe #climateEmergency #climateBreakdown #tippingPoint
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government
There is no need to overcomplicate things: a rise in global temperatures of 3.1C is not compatible with human survival. That is where we are heading, unless we act now. On our current path, the world will exceed 1.5C of warming, and could reach a rise of 2.6-3.1C by the end of the century.
#climateChange #climateCatastrophe #climateEmergency #climateBreakdown #tippingPoint
https://www.theguardian.com/commentisfree/2024/dec/20/planet-climate-disaster-labour-government
A year-long investigation by an independent journalist is very alarming
I never used #Spotify, apparently I was right.
https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
I never used #Spotify, apparently I was right.
https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
I never used #Spotify, apparently I was right.
https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
On a maintenant la preuve que Spotify se merdifie — comme n'importe quelle startup capitaliste — d'une manière particulièrement pernicieuse. Afin d'acroitre sa marge, Spotify injecte dans les playlist d'ambiance des morceaux de merde qui lui sont vendus sans royalties. Le même morceau est placé sous plusieurs faux noms. Comme si une librairie vous vendait des photo stocks dans des livres d'art.
"The Ugly Truth About Spotify is Finally Revealed"
https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
Thank goodness for Ted Gioia, who suspected Spotify was spiking playlists with musak, essentially, and now an investigation has proven him correct. Fake artists who produce cheap tracks and give up all rights to it are now proliferating. He calls it war on the music biz.
https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
Thank goodness for Ted Goia, who suspected Spotify was spiking playlists with musak, essentially, and now an investigation has proven him correct. Fake artists who produce cheap tracks and give up all rights to it are now proliferating. He calls it war on the music biz.
https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
The Ugly Truth About Spotify Is Finally Revealed
Link: https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
Discussion: https://news.ycombinator.com/item?id=42478107
The Ugly Truth About Spotify is Finally Revealed https://www.honest-broker.com/p/the-ugly-truth-about-spotify-is-finally
Spotify’s plot against musicians
"According to a source close to the company, Spotify’s own internal research showed that many users were not coming to the platform to listen to specific artists or albums; they just needed something to serve as a soundtrack for their days, like a study playlist or maybe a dinner soundtrack. In the lean-back listening environment that streaming had helped champion, listeners often weren’t even aware of what song or artist they were hearing. As a result, the thinking seemed to be: Why pay full-price royalties if users were only half listening?"
https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
When a platform's profits stem from "engagement" above all else, the groups who find financial success on such platforms inevitably moves beyond the contributors who are the most interesting onto the ones who can best overwhelm the "conversation".
In short, if a place allows slop, the place becomes slop.
https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
The Ghosts in the Machine, by Liz Pelly.
https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
Spotify is killing music
This is a brilliant and detailed analysis of their use of fake / ghost / AI music to fill out playlists, replacing real artists to avoid paying any royalties, even the tiny crumbs they pay us real musicians
Capitalism sucks
https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
Liz Pelly doing the work of #InvestigativeJournalism into #MusicIndustry #PlatformCapitalism:
“The money seemed pretty good at first, since each track took only a few hours. But as a couple of the tracks took off on #Spotify, one garnering millions upon millions of streams, he started to see how unfair the deal was in the long term: the tracks were generating far more revenue for Spotify and the ghost label than he would ever see, because he owned no part of the master and none of the #publishing rights.
“I’m selling my #IntellectualProperty for essentially peanuts,” he said.”
https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
here it is. read this, share this, don't forget about it. https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
‘It is in the financial interest of streaming services to discourage a critical audio culture among users, to continue eroding connections between artists and listeners, so as to more easily slip discounted stock music through the cracks, improving their profit margins in the process.’ https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
The Ghosts in the Machine, by Liz Pelly https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
Spotify own over 80% of the music-streaming market. They lobby to lower songwriter pay. They would like nothing more than to skip songwriters, record labels, artists, and regulation.
Daniel Ek makes more than 2.5 billion times as much money as the average artist.
This article shows how Spotify wants to be TikTok for music. Spotify don't like artists: Spotify are philistines.
I've written more about Spotify: https://garden.pivic.com/companies/spotify/
I'm reading and will review Liz Pelly's soon-to-be-published book about Spotify: https://bookwyrm.social/book/1794811/s/mood-machine
#spotify #capitalism #DanielEk #LizPelly #Bookwyrm #BrokenRecord
Spotify pays out 70% of its revenue to record labels and is barely profitable.
For playlists that are ambient background music like “jazz” or “peaceful piano”, it prefers mass produced stock music instead of music from major labels. This saves them money and users don’t mind.
This sounds quite smart to me but reporters keep treating it as a scandal. I don’t get it.
https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
The Ghosts in the Machine : Spotify’s plot against musicians
by Liz Pelly
"A model in which the imperative is simply to keep listeners around, whether they’re paying attention or not, distorts our very understanding of music’s purpose. This treatment of music as nothing but background sounds—as interchangeable tracks of generic, vibe-tagged playlist fodder—is at the heart of how music has been devalued in the streaming era. It is in the financial interest of streaming services to discourage a critical audio culture among users, to continue eroding connections between artists and listeners, so as to more easily slip discounted stock music through the cracks, improving their profit margins in the process. It’s not hard to imagine a future in which the continued fraying of these connections erodes the role of the artist altogether, laying the groundwork for users to accept music made using generative-AI software."
https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/
#music #spotify #playlist #labour #copyright #royalties #ai #streaming
Billionaires famously want to live longer. They should jump on bicycles, not spacecraft.
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
18-Year Study Of 82,297 Adults Finds Cycle Commuting Halves Chance Of Early Death
https://www.forbes.com/sites/carltonreid/2024/12/18/18-year-study-of-82297-adults-finds-cycle-commuting-halves-chance-of-early-death/
The parallels between the science fiction writer’s five-year-old story and present-day events are startling
“We have historically done things about oppressive corporate systems that are destroying people’s lives, and we’ve done them, if not in living memory, at least not that long ago,” @pluralistic says, speaking of the trust-busting movement to break up Standard Oil and other monopolies in the late 1800s and early 1900s.
“Corporate power was significantly more dystopian than it is today, and we figured out how to deal with it..."
“We have historically done things about oppressive corporate systems that are destroying people’s lives, and we’ve done them, if not in living memory, at least not that long ago,” @pluralistic says, speaking of the trust-busting movement to break up Standard Oil and other monopolies in the late 1800s and early 1900s.
“Corporate power was significantly more dystopian than it is today, and we figured out how to deal with it..."
@pluralistic congrats on the great press, dude!
https://www.theguardian.com/us-news/2024/dec/20/cory-doctorow-radicalized-novella-healthcare-ceo-killing
@pluralistic congrats on the great press, dude!
https://www.theguardian.com/us-news/2024/dec/20/cory-doctorow-radicalized-novella-healthcare-ceo-killing
Cory Doctorow’s prescient novella about health insurance and murder: ‘They’re going to be afraid’
Five years ago, the science fictionwriter Cory Doctorow published a short story whose plot might seem eerily similar to followers of the past few weeks’ news.
In "Radicalized", one of four novellas comprising a science fiction novel of the same name, Doctorow charts the journey of a man who joins an online forum for fathers whose partners or children have been denied healthcare coverage by their insurers after his wife is diagnosed with breast cancer and denied coverage for an experimental treatment.
Slowly, over the course of the story, the men of the forum become radicalized by their grief and begin plotting
– and executing
– murders of health insurance executives and politicians who vote against universal healthcare.
In the wake of the 4 December shooting of UnitedHealthcare CEO Brian Thompson, which unleashed a wave of outrage at the US health system, Doctorow’s novella has been called prescient.
When the American Prospect magazine republished the story last week, it wrote:
“It is being republished with permission for reasons that will become clear if you read it.” But Doctorow doesn’t think he was on to something that no one else in the US understood.
When he learned of the shooting, Doctorow’s first thought was one of horror
(“I grew up in the anti-nuclear proliferation movement, I don’t want anyone to shoot anyone ever”)
then of fear
(“I hope he doesn’t have a copy of my book with him”).
But from the alleged shooter’s Goodreads account, it appears that Luigi Mangione, who now faces charges of murder as an act of terrorism in New York, never read Doctorow.
👉 “I feel like the most important thing about that is that it tells you that this is not a unique insight,”
Doctorow said,
“that the question that I had is a question other people have had.”
In one part of the story, a man whose young daughter died after an insurance company refused to pay for brain surgery bombs the insurer’s headquarters.
“It’s not vengeance. I don’t have a vengeful bone in my body. Nothing I do will bring Lisa back, so why would I want revenge?
This is a public service.
There’s another dad just like me,”
he shares in a video message on the forum.
“And right now, that dad is talking to someone at Cigna, or Humana, or BlueCross BlueShield, and the person on the phone is telling that dad that his little girl
has. To. Die.
Someone in that building made the decision to kill my little girl,
and everyone else in that building went along with it.
Not one of them is innocent, and not one of them is afraid.
They’re going to be afraid, after this.”
“Because they must know in their hearts,” he goes on.
“Them, their lobbyists, the men in Congress who enabled them.
They’re parents. They know.
Anyone who hurt their precious children, they’d hunt that person down like a dog.
The only amazing thing about any of this is that no one has done it yet.
I’m going to make a prediction right now, that even though I’m the first,
I sure as hell will not be the last. There’s more to come.”
In the story, this was indeed only the beginning of the violence.
But in real life, Doctorow imagines very different solutions to the crisis of American healthcare.
“We have historically done things about oppressive corporate systems that are destroying people’s lives,
and we’ve done them, if not in living memory, at least not that long ago,”
he says, speaking of the trust-busting movement to break up Standard Oil and other monopolies in the late 1800s and early 1900s.
“Corporate power was significantly more dystopian than it is today,
and we figured out how to deal with it, and it’s not like the political movements and the organizing that they undertook to get that done were the lost arts of a fallen civilization.”
The movement that brings single-payer healthcare to the US, Doctorow believes, will be a trust-busting one.
👉 “People don’t know that they’re all angry about the same stuff right now,” he says,
noting higher costs at grocery stores and tech monopolies.
“They’re actually all angry about the same thing.
And when they figure it out the coalition will be unstoppable.”
Cory Doctorow’s prescient novella about health insurance and murder: ‘They’re going to be afraid’ | Brian Thompson shooting | The Guardian
Cory Doctorow’s prescient novella about health insurance and murder: ‘They’re going to be afraid’ | Brian Thompson shooting | The Guardian
Cory Doctorow’s prescient novella about health insurance and murder: ‘They’re going to be afraid’
https://www.theguardian.com/us-news/2024/dec/20/cory-doctorow-radicalized-novella-healthcare-ceo-killing?CMP=Share_iOSApp_Other ht @pluralistic
"Anyone who hurt their precious children, they’d hunt that person down like a dog. The only amazing thing about any of this is that no one has done it yet."
#CoryDoctorow 's prescience made the @TheGuardian
For important reasons 🤨😒😕
#LuigiMangione #MedicareForAll
https://www.theguardian.com/us-news/2024/dec/20/cory-doctorow-radicalized-novella-healthcare-ceo-killing
OpenAI o3 scores 75.7% on ARC-AGI public leaderboard.
OpenAI O3 breakthrough high score on ARC-AGI-PUB
Link: https://arcprize.org/blog/oai-o3-pub-breakthrough
Discussion: https://news.ycombinator.com/item?id=42473321
Francois Chollet's analysis of how O3 achieved breakthrough performance on the ARC challenge is worth reading. https://arcprize.org/blog/oai-o3-pub-breakthrough
He supposes execution of quasi-symbolic CoT 'programs' either within the transformer or via an evaluator module:
"So while single-generation LLMs struggle with novelty, o3 overcomes this by generating and executing its own programs, where the program itself (the CoT) becomes the artifact of knowledge recombination." (artifact =~ repository)
o3, trained on ARC-AGI-1 Public Training set, scored 75.7% on ARC Prize's Semi-Private Evaluation at the $10k compute limit; a 172x compute version scored 87.5% (ARC Prize)
https://arcprize.org/blog/oai-o3-pub-breakthrough
http://www.techmeme.com/241220/p18#a241220p18
By far the best coverage of o3 is this essay by François Chollet, it's crammed with interesting insights beyond just reporting on the benchmark score: https://arcprize.org/blog/oai-o3-pub-breakthrough
Published my own notes on that here: https://simonwillison.net/2024/Dec/20/openai-o3-breakthrough/
By far the best coverage of o3 is this essay by François Chollet, it's crammed with interesting insights beyond just reporting on the benchmark score: https://arcprize.org/blog/oai-o3-pub-breakthrough
Published my own notes on that here: https://simonwillison.net/2024/Dec/20/openai-o3-breakthrough/
wow: #OpenAI o3 Breakthrough High Score on ARC-AGI-Pub https://arcprize.org/blog/oai-o3-pub-breakthrough #AI #GenAI #LLM
OpenAI O3 breakthrough high score on ARC-AGI-PUB
Link: https://arcprize.org/blog/oai-o3-pub-breakthrough
Discussion: https://news.ycombinator.com/item?id=42473321
OpenAI O3 breakthrough high score on ARC-AGI-PUB
L: https://arcprize.org/blog/oai-o3-pub-breakthrough
C: https://news.ycombinator.com/item?id=42473321
posted on 2024.12.20 at 13:11:13 (c=4, p=27)
"OpenAI's new o3 system - trained on the ARC-AGI-1 Public Training set - has scored a breakthrough 75.7% on the Semi-Private Evaluation set at our stated public leaderboard $10k compute limit. A high-compute (172x) o3 configuration scored 87.5%.
This is a surprising and important step-function increase in AI capabilities, showing novel task adaptation ability never seen before in the GPT-family models. For context, ARC-AGI-1 took 4 years to go from 0% with GPT-3 in 2020 to 5% in 2024 with GPT-4o. All intuition about AI capabilities will need to get updated for o3.
The mission of ARC Prize goes beyond our first benchmark: to be a North Star towards AGI. And we're excited to be working with the OpenAI team and others next year to continue to design next-gen, enduring AGI benchmarks.
ARC-AGI-2 (same format - verified easy for humans, harder for AI) will launch alongside ARC Prize 2025. We're committed to running the Grand Prize competition until a high-efficiency, open-source solution scoring 85% is created."
By far the best coverage of o3 is this essay by François Chollet, it's crammed with interesting insights beyond just reporting on the benchmark score: https://arcprize.org/blog/oai-o3-pub-breakthrough
Published my own notes on that here: https://simonwillison.net/2024/Dec/20/openai-o3-breakthrough/
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