Today we're releasing a developer preview of our next-gen benchmark, ARC-AGI-3. The goal of this preview, leading up to the full version launch in early 2026, is to collaborate with the community. We invite you to provide feedback to help us build the most robust and effective , page 42

Today we're releasing a developer preview of our next-gen benchmark, ARC-AGI-3.

The goal of this preview, leading up to the full version launch in early 2026, is to collaborate with the community. We invite you to provide feedback to help us build the most robust and effective benchmark possible.

ARC-AGI-3 is the continuation of the ARC series of AI benchmarks:

• Focus on generalization and adaptation to novelty
• Easy for humans, yet extremely difficult for AI
• Built exclusively on Core Knowledge priors, with no other domain-specific knowledge required

The biggest evolution is a complete shift to an interactive format. ARC 3 is a collection of unique, novel games set in the ARC grid world. To succeed, an AI must learn on the fly through efficient trial and error. There are no instructions, so everything is up for you to figure out:

• What are the underlying concepts and mechanics?
• What do the controls do?
• What is the goal, and how do I achieve it?

We are directly probing an AI's ability to efficiently explore, learn, and plan when faced with a completely unknown task. So far, all systems we've tested score 0. Yet all these games are fully solvable by humans in a few minutes with no prior training.

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1周内 1个月内 1年内全部时间

We’ve open sourced the 𝕏 algorithm not because we think it’s smart, but to show it’s MANY flaws!
Every week, we try to make it better, not always succeeding, but to be as transparent we are with
Like democracy, it’s the worst algorithm, except for all the
btc
( twitter.com)

3个月前 • Elon Musk • -- 点击 0 评论

Dear readers,
We sincerely apologize for the inconvenience, but there are some technical problems on the website. Our team is currently working to eliminate them. As soon as we reconnect to the network, we will inform you about it.
Please stay tuned!
If you have any
时政
( twitter.com)

1年前 • Z-Library Official • -- 点击 0 评论

We need to deport the foreign criminals in our prisons. We need to deport anyone arriving illegally. We need to deport ALL those who are here illegally.
Mass deportations will be difficult and logistically challenging, but it is necessary.
Detain, deport. This is the only way.
btc
( twitter.com)

11个月前 • Rupert Lowe MP • -- 点击 • 下载视频 0 评论

00:00:15

This is wishful thinking. Yes, we’ve provided a lot. But we refuse to declare that we want Ukraine to win and we stop short of providing what’s really needed…long-range precision weapons to make Crimea untenable for Russian forces and air power to support ground operations.
时政
( twitter.com)

2年前 • Ben Hodges • -- 点击 0 评论

BREAKING: Israel's Channel 12 reports that Defense Minister Gallant told a Knesset committee, regarding aid to Gaza before the release of hostages, 'the Americans insisted and we are not in a place to refuse them. We rely on them for planes and military equipment. What are we…
时政
( twitter.com)

2年前 • The Spectator Index • -- 点击 0 评论

Thank you . Yi contributed to the open source community by standing on the shoulders of giants. GPT 2 --> Gopher --> Chinchilla --> Llama 2 --> Yi. We are humbled by the contributions from those from which we benefited, and hope we can do our part to…
时政
( twitter.com)

2年前 • Kai-Fu Lee • -- 点击 0 评论

We are no fucking “small ex-Soviet satellite”.
We are Czechia, a proud 10-million country whose President does phone calls with President of Taiwan and we just got about a million artillery shells to Ukrainian defenders while Germany and France do a pissing contest over egos.
时政
( twitter.com)

1年前 • Jakub Janda 楊雅嚳 • -- 点击 0 评论

One of the most under-appreciated aspects of is the compounding impact of waste reduction. This isn’t just saving money today – these cuts are a recurring annual savings - essentially an annuity to all Americans. I.e billions saved today, will eliminate the same (or more)
btc
( twitter.com)

10个月前 • Eric Trump • -- 点击 0 评论

For Westerners unfamiliar with #228 and its events.
When the Chinese Civil War loser KMT arrived in Taiwan, forcing the Taiwanese into Martial Law for 38 years, known as the White Terror.
Today, KMT still serves the dictator (in China) to weaken Taiwan’s democracy today.
时政
( twitter.com)

10个月前 • Denise Wu • -- 点击 0 评论

Did you know: When I landed on Feb. 18, 2021, Mars and Earth were 127 million miles apart. Today, because of our unique orbits, we're 73 million miles apart.
That means your birthday wishes will get to me nearly 5 minutes faster today! 🥳
btc
( twitter.com)

10个月前 • NASA's Perseverance Mars Rover • -- 点击 0 评论

I welcomed Vladimir Kara-Murza and his family to the White House today to celebrate his return to America.
Vladimir spent two and a half years unjustly imprisoned in Russia for speaking out against Russia’s war in Ukraine.
Today his family is whole once more.
时政
( twitter.com)

1年前 • President Biden • -- 点击 0 评论

5 years ago today, Starlink connected our first paying customer with high-speed, low-latency internet from space.
Today, Wendy and Sean are joined by over 7M people across 150 countries, territories and markets staying connected with Starlink. Thank you to all of our customers.
btc
( twitter.com)

2个月前 • Starlink • -- 点击 • 下载视频 0 评论

00:01:00

We need to invest in peace not war.
We need to invest in innovation, in our education system, and in building epic things that benefit humanity.
btc
( twitter.com)

9个月前 • Lex Fridman • -- 点击 0 评论

TRUMP: "I will label attacks on Tesla, $TSLA, dealerships as domestic terrorism.... We already know who some of them are, we are going to catch them."
btc
( twitter.com)

9个月前 • unusual_whales • -- 点击 • 下载视频 0 评论

00:01:04

Elon Musk: We should not take American prosperity for granted. We have to reduce the size of government, reduce the spending, and live within our means.
btc
( twitter.com)

6个月前 • ELON CLIPS • -- 点击 • 下载视频 0 评论

00:00:08

Sometimes we are afraid to change things that harm us because we can imagine something worse happening.
Maybe change means you will heal and become beautiful ...
有趣
( twitter.com)

9个月前 • The Figen • -- 点击 • 下载视频 0 评论

00:00:58

The time we did the Cybertruck design as a light show.
We stand by Elon Musk and Tesla.
The community stands united and stronger than ever.
btc
( twitter.com)

9个月前 • Tesla Owners Silicon Valley • -- 点击 • 下载视频 0 评论

00:02:22

We need to move as if we have two years, not four, and as much of that as possible needs to happen between now and December
btc
( twitter.com)

9个月前 • Mike Lee • -- 点击 0 评论

Zelenskyy: "We don't have big fat missiles that dictators like to show off at parades. But we have drones that can fly 2-3 thousand km."
时政
( twitter.com)

3个月前 • Volodymyr Tretyak 🇺🇦 • -- 点击 0 评论

Never Forget when El Salvador’s President Bukele said: "Some complain that we put THOUSANDS in prison. In reality, we set millions free”
ABSOLUTE MIC DROP 🔥
btc
( twitter.com)

2个月前 • MAGA Voice • -- 点击 • 下载视频 0 评论

00:00:22

We were all “Under Siege” — but we fought back, and America WON. Now #1 bestseller in the USA — join the fight! 🇺🇸 Get it here:
Amazon:
btc
( a.co)

2个月前 • Eric Trump • -- 点击 0 评论

President Zelensky:
We did not betray Ukraine then (on February 24), and we will not betray it now.
I know that the people are with me.
时政
( twitter.com)

1个月前 • Polymarket Intel • -- 点击 0 评论

I believe we are here on the planet Earth to live, grow up and do what we can to make this world a better place for…
推特中文圈
( twitter.com)

2年前 • White dolphin • -- 点击 0 评论

"We are what we repeatedly do. Excellence then is a habit."
Socrates
The combat losses of the enemy from February 24, 2022 to January 16, 2024.
时政
( twitter.com)

1年前 • Defense of Ukraine • -- 点击 0 评论

I'm gonna make dumplings today !!
我今天想包饺子吃 🤤✨
币圈
( twitter.com)

2年前 • Enna Alouette 🕊️🎐 NIJISANJI EN • -- 点击 0 评论

Today we're releasing a developer preview of our next-gen benchmark, ARC-AGI-3. The goal of this preview, leading up to the full version launch in early 2026, is to collaborate with the community. We invite you to provide feedback to help us build the most robust and effective btc ( twitter.com )

btc

We’ve open sourced the 𝕏 algorithm not because we think it’s smart, but to show it’s MANY flaws! Every week, we try to make it better, not always succeeding, but to be as transparent we are with Like democracy, it’s the worst algorithm, except for all the btc ( twitter.com)

btc

Dear readers, We sincerely apologize for the inconvenience, but there are some technical problems on the website. Our team is currently working to eliminate them. As soon as we reconnect to the network, we will inform you about it. Please stay tuned! If you have any 时政 ( twitter.com)

时政

We need to deport the foreign criminals in our prisons. We need to deport anyone arriving illegally. We need to deport ALL those who are here illegally. Mass deportations will be difficult and logistically challenging, but it is necessary. Detain, deport. This is the only way. btc ( twitter.com)

btc

时政

时政

Thank you . Yi contributed to the open source community by standing on the shoulders of giants. GPT 2 --> Gopher --> Chinchilla --> Llama 2 --> Yi. We are humbled by the contributions from those from which we benefited, and hope we can do our part to… 时政 ( twitter.com)

时政

时政

One of the most under-appreciated aspects of is the compounding impact of waste reduction. This isn’t just saving money today – these cuts are a recurring annual savings - essentially an annuity to all Americans. I.e billions saved today, will eliminate the same (or more) btc ( twitter.com)

btc

For Westerners unfamiliar with #228 and its events. When the Chinese Civil War loser KMT arrived in Taiwan, forcing the Taiwanese into Martial Law for 38 years, known as the White Terror. Today, KMT still serves the dictator (in China) to weaken Taiwan’s democracy today. 时政 ( twitter.com)

时政

Did you know: When I landed on Feb. 18, 2021, Mars and Earth were 127 million miles apart. Today, because of our unique orbits, we're 73 million miles apart. That means your birthday wishes will get to me nearly 5 minutes faster today! 🥳 btc ( twitter.com)

btc

I welcomed Vladimir Kara-Murza and his family to the White House today to celebrate his return to America. Vladimir spent two and a half years unjustly imprisoned in Russia for speaking out against Russia’s war in Ukraine. Today his family is whole once more. 时政 ( twitter.com)

时政

5 years ago today, Starlink connected our first paying customer with high-speed, low-latency internet from space. Today, Wendy and Sean are joined by over 7M people across 150 countries, territories and markets staying connected with Starlink. Thank you to all of our customers. btc ( twitter.com)

btc

We need to invest in peace not war. We need to invest in innovation, in our education system, and in building epic things that benefit humanity. btc ( twitter.com)

btc

TRUMP: "I will label attacks on Tesla, $TSLA, dealerships as domestic terrorism.... We already know who some of them are, we are going to catch them." btc ( twitter.com)

btc

Elon Musk: We should not take American prosperity for granted. We have to reduce the size of government, reduce the spending, and live within our means. btc ( twitter.com)

btc

Sometimes we are afraid to change things that harm us because we can imagine something worse happening. Maybe change means you will heal and become beautiful ... 有趣 ( twitter.com)

有趣

The time we did the Cybertruck design as a light show. We stand by Elon Musk and Tesla. The community stands united and stronger than ever. btc ( twitter.com)

btc

We need to move as if we have two years, not four, and as much of that as possible needs to happen between now and December btc ( twitter.com)

btc

Zelenskyy: "We don't have big fat missiles that dictators like to show off at parades. But we have drones that can fly 2-3 thousand km." 时政 ( twitter.com)

时政

Never Forget when El Salvador’s President Bukele said: "Some complain that we put THOUSANDS in prison. In reality, we set millions free” ABSOLUTE MIC DROP 🔥 btc ( twitter.com)

btc

We were all “Under Siege” — but we fought back, and America WON. Now #1 bestseller in the USA — join the fight! 🇺🇸 Get it here: Amazon: btc ( a.co)

btc

President Zelensky: We did not betray Ukraine then (on February 24), and we will not betray it now. I know that the people are with me. 时政 ( twitter.com)

时政

I believe we are here on the planet Earth to live, grow up and do what we can to make this world a better place for… 推特中文圈 ( twitter.com)

推特中文圈

"We are what we repeatedly do. Excellence then is a habit." Socrates The combat losses of the enemy from February 24, 2022 to January 16, 2024. 时政 ( twitter.com)

时政

I'm gonna make dumplings today !! 我今天想包饺子吃 🤤✨ 币圈 ( twitter.com)

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Today we're releasing a developer preview of our next-gen benchmark, ARC-AGI-3.
The goal of this preview, leading up to the full version launch in early 2026, is to collaborate with the community. We invite you to provide feedback to help us build the most robust and effective
btc
( twitter.com )