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 204

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

🚨 BREAKING: The President of the DC Police Union has come out in FULL SUPPORT of President Trump's takeover of the police department
"We completely agree with the President that the crime in the District of Columbia is out of control and something needs to be done.
The fact
btc
( twitter.com)

5个月前 • Nick Sortor • 下载视频 0 评论

00:01:20

Hi Ken, would you be willing to put on a GoPro and live stream your experience walking through DC at night? I have some great neighborhoods to send you to. This way you can debunk the LIES from the Trump administration.
How do we arrange this report from you?
btc
( twitter.com)

5个月前 • Cernovich 0 评论

𝐇𝐨𝐰 𝐢𝐭 𝐬𝐭𝐚𝐫𝐭𝐞𝐝:
"When I started SpaceX, one of my friends got a compilation of rocket failures & made me watch the whole thing. I knew the probability of SpaceX failing was high"
𝐇𝐨𝐰 𝐢𝐭'𝐬 𝐠𝐨𝐢𝐧𝐠:
"We aim to land humans on Mars within the next 5 years"
btc
( twitter.com)

5个月前 • DogeDesigner • 下载视频 0 评论

00:01:13

SO PEOPLE ARE NOT IMPORTANT AT ALL THAT WE CAN BE GUINEA PIGS??? F*** U
辉瑞疫苗创造者说他被依法禁止接种疫苗，因为“他真是太重要了而不能做小豚鼠…
推特中文圈
( twitter.com)

5年前 • twitter机器人 0 评论

This is the definition of broken:
In 15 days, the Fed will cut rates for the first time in 2025, yet the 30Y Treasury Yield is now near 5.00%.
We have RISING interest rates as markets "price-in" Fed interest rate CUTS.
Do you realize what's happening?
(a thread)
时政
( twitter.com)

4个月前 • The Kobeissi Letter 0 评论

The left is trying so hard to pin DJT to this while ignoring all their friends who were involved, but as I’ve been saying for years, if he really was at all involved, don’t we all understand that would’ve leaked years ago? The liberal tears will be flowing bigly.
btc
( twitter.com)

4个月前 • Donald Trump Jr. • 下载视频 0 评论

00:00:15

There are some explosive moments in history where a bright illuminating light is cast over the land and we see things for what they truly are. The Home Office defeating the people of Epping and denying them the right to protect their kids against illegal aliens is that moment.
btc
( twitter.com)

5个月前 • Allison Pearson 0 评论

Horrific the way that the interests of illegal migrants are being put ahead of the safety of girls in Epping.
This appalling anti-British Government have to be booted out and their Human Rights Act repealed.
We need a proper Lord Chancellor again with the powers to appoint
btc
( twitter.com)

5个月前 • Liz Truss 0 评论

WTF have I just watched?!
Labour MP Bridget Phillipson is asked if she agrees with the Home Office that the rights of illegal migrants are more important than the rights of the people of Epping.
"Yes, of course we do"
They don't even bother to hide it.
Utterly vile.
btc
( twitter.com)

5个月前 • Lee Harris • 下载视频 0 评论

00:00:52

A key root cause of our economic challenges is a deeper failure in K-12 education. A 7th grade student in the U.S. is performing at the same academic standard as a 3rd grade student in China. That’s unacceptable & we have a moral obligation to turn it around.
时政
( twitter.com)

4个月前 • Vivek Ramaswamy • 下载视频 0 评论

00:00:45

Charlie Kirk was an incredible patriot — brave, tough as hell, and a dear friend to our entire family. In his honor, all properties will fly their flags at half-staff. We will always celebrate his life, strive to make him proud, and pray that God watches over Erika and
btc
( twitter.com)

4个月前 • Eric Trump • 下载视频 0 评论

00:00:22

🌸We are flowers🌸

古灵精怪的 #Wfers 指甲贴纸
兼具 #Web3 氛围与夏日清新气息

想要的小姐姐立刻私信我进群‼（男的也行）
#Wfers #NFT #Weareflowers
币圈
( twitter.com)

2年前 • 桀 0 评论

AIRDROP + AMA！
今晚，香港时间9点，我们会空投🥚宠物蛋及🗣️AMA，一定不要错过，相关细节请查看附图

Tonight we will airdrop PET EGGS and host a AMA.
Check a…
币圈
( twitter.com)

2年前 • Dungeon Relics 0 评论

英伟达CEO黄仁勋：我们已经达到生成式AI的“引爆点”。全世界每个角落都将会有计算需求。（COMPUTEX演讲）
$NVDA's Jensen Huang says we have reached the “tipping poi…
时政
( twitter.com)

2年前 • 外汇交易员 0 评论

BREAKING: US President Biden writes, 'The United States is the essential nation. We rally allies and partners to stand up to aggressors and make progress toward a brighter, more peaceful future. The world looks to us to solve the problems of our time. That is the duty of…
时政
( twitter.com)

2年前 • The Spectator Index 0 评论

At what point are we allowed to suspect that Islamist terrorism is responsible for this bombing that probably blew up before it made it to its final destination in the US? (Could be drug cartel or other organized crime too, but given global events, chances are high that this…
时政
( twitter.com)

2年前 • Hussain Abdul-Hussain 0 评论

Every time I write anything remotely critical of Islam or Islamic culture, I get bombarded by angry mobs who threaten to kill me.
We need to understand that Hamas is not a tiny terrorist sect that hides underground in Gaza.
It is a terrorist ideology that permeates every…
时政
( twitter.com)

2年前 • Luai Ahmed 0 评论

I visited Kfar Aza, a place where the heart-wrenching horror of Hamas’s infiltration led to a massacre of innocent Israeli families right in their homes. Located just a mile from Gaza, we stood witness as the Iron Dome intercepted rockets launched by Hamas. I brought my old…
时政
( twitter.com)

2年前 • Sarai (Sarah Idan) Miss Iraq 0 评论

Vivek Ramaswamy is a Russian asset.

Russia state TV Host Evgeny Popov said on his show on Friday that they're hoping to see Ramaswamy as the Republican nominee if their favorite candidate Trump won't make it:

"We should take a closer look at this Mr. Ramaswamy. The last time,…
时政
( twitter.com)

2年前 • Republicans against Trump 0 评论

Proud Boys Leader Joe Biggs who was sentenced to 17 years in prison tells Alex Jones he knows Trump will pardon him:

"I know Donald Trump will pardon us and he should... We're his supporters; we went there like he asked."

Trump must never return to the WH. Never.
时政
( twitter.com)

2年前 • Republicans against Trump • 下载视频 0 评论

00:01:08

“Like many countries, we reject the unlawful maritime claims reflected on that map and call on the PRC to comport its maritime claims in the South China Sea and elsewhere with the International Law of the Sea, as reflected in the 1982 Convention on the Law of the Sea.”…
时政
( twitter.com)

2年前 • 美国驻华使领馆 US MissionCN 0 评论

Here we have the iPhone 13 at 60hz vs S23 Ultra at 120hz. Notice the S23 Ultra has smoother transitions but the animations are bad because of it being non-linear. There's a difference between refresh rate and animations. Sure iPhone looked smooth because of the animations, but…
时政
( twitter.com)

2年前 • Maaz Perwez • 下载视频 0 评论

00:00:20

NEW: We are launching a new ad pushing for Republican members of Congress to support aid to Ukraine.

The ad will air on the four major Sunday news shows in the D.C. market this Sunday, and it will also air nationally during the GOP primary debate on Fox Business.
时政
( twitter.com)

2年前 • Republicans for Ukraine • 下载视频 0 评论

00:00:30

Senator Lee,

As you know it, a stable, prosperous Europe serves America's interests. In 2022, the United States was the EU's largest partner for exports of goods (19.8%) and the second largest partner for EU imports of goods (11.9%). If we leave Ukraine to Putin, there will be…
时政
( twitter.com)

2年前 • John Zhang🇺🇸🇺🇦🇬🇧 0 评论

I'm thrilled to kick off season four of my podcast, You and Me Both, with someone I'm a huge fan of: Democratic House leader .

From hip-hop to civil service and criminal justice reform to Congress, we got deep into what makes this young leader tick and how he…
时政
( twitter.com)

2年前 • Hillary Clinton 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

🚨 BREAKING: The President of the DC Police Union has come out in FULL SUPPORT of President Trump's takeover of the police department "We completely agree with the President that the crime in the District of Columbia is out of control and something needs to be done. The fact btc ( twitter.com)

btc

Hi Ken, would you be willing to put on a GoPro and live stream your experience walking through DC at night? I have some great neighborhoods to send you to. This way you can debunk the LIES from the Trump administration. How do we arrange this report from you? btc ( twitter.com)

btc

btc

SO PEOPLE ARE NOT IMPORTANT AT ALL THAT WE CAN BE GUINEA PIGS??? F*** U 辉瑞疫苗创造者说他被依法禁止接种疫苗，因为“他真是太重要了而不能做小豚鼠… 推特中文圈 ( twitter.com)

推特中文圈

This is the definition of broken: In 15 days, the Fed will cut rates for the first time in 2025, yet the 30Y Treasury Yield is now near 5.00%. We have RISING interest rates as markets "price-in" Fed interest rate CUTS. Do you realize what's happening? (a thread) 时政 ( twitter.com)

时政

The left is trying so hard to pin DJT to this while ignoring all their friends who were involved, but as I’ve been saying for years, if he really was at all involved, don’t we all understand that would’ve leaked years ago? The liberal tears will be flowing bigly. btc ( twitter.com)

btc

There are some explosive moments in history where a bright illuminating light is cast over the land and we see things for what they truly are. The Home Office defeating the people of Epping and denying them the right to protect their kids against illegal aliens is that moment. btc ( twitter.com)

btc

Horrific the way that the interests of illegal migrants are being put ahead of the safety of girls in Epping. This appalling anti-British Government have to be booted out and their Human Rights Act repealed. We need a proper Lord Chancellor again with the powers to appoint btc ( twitter.com)

btc

WTF have I just watched?! Labour MP Bridget Phillipson is asked if she agrees with the Home Office that the rights of illegal migrants are more important than the rights of the people of Epping. "Yes, of course we do" They don't even bother to hide it. Utterly vile. btc ( twitter.com)

btc

A key root cause of our economic challenges is a deeper failure in K-12 education. A 7th grade student in the U.S. is performing at the same academic standard as a 3rd grade student in China. That’s unacceptable & we have a moral obligation to turn it around. 时政 ( twitter.com)

时政

Charlie Kirk was an incredible patriot — brave, tough as hell, and a dear friend to our entire family. In his honor, all properties will fly their flags at half-staff. We will always celebrate his life, strive to make him proud, and pray that God watches over Erika and btc ( twitter.com)

btc

🌸We are flowers🌸 古灵精怪的 #Wfers 指甲贴纸 兼具 #Web3 氛围与夏日清新气息 想要的小姐姐立刻私信我进群‼（男的也行） #Wfers #NFT #Weareflowers 币圈 ( twitter.com)

币圈

AIRDROP + AMA！ 今晚，香港时间9点，我们会空投🥚宠物蛋及🗣️AMA，一定不要错过，相关细节请查看附图 Tonight we will airdrop PET EGGS and host a AMA. Check a… 币圈 ( twitter.com)

币圈

英伟达CEO黄仁勋：我们已经达到生成式AI的“引爆点”。全世界每个角落都将会有计算需求。（COMPUTEX演讲） $NVDA's Jensen Huang says we have reached the “tipping poi… 时政 ( twitter.com)

时政

BREAKING: US President Biden writes, 'The United States is the essential nation. We rally allies and partners to stand up to aggressors and make progress toward a brighter, more peaceful future. The world looks to us to solve the problems of our time. That is the duty of… 时政 ( twitter.com)

时政

时政

Every time I write anything remotely critical of Islam or Islamic culture, I get bombarded by angry mobs who threaten to kill me. We need to understand that Hamas is not a tiny terrorist sect that hides underground in Gaza. It is a terrorist ideology that permeates every… 时政 ( twitter.com)

时政

时政

时政

Proud Boys Leader Joe Biggs who was sentenced to 17 years in prison tells Alex Jones he knows Trump will pardon him: "I know Donald Trump will pardon us and he should... We're his supporters; we went there like he asked." Trump must never return to the WH. Never. 时政 ( twitter.com)

时政

“Like many countries, we reject the unlawful maritime claims reflected on that map and call on the PRC to comport its maritime claims in the South China Sea and elsewhere with the International Law of the Sea, as reflected in the 1982 Convention on the Law of the Sea.”… 时政 ( twitter.com)

时政

时政

NEW: We are launching a new ad pushing for Republican members of Congress to support aid to Ukraine. The ad will air on the four major Sunday news shows in the D.C. market this Sunday, and it will also air nationally during the GOP primary debate on Fox Business. 时政 ( twitter.com)

时政

时政

I'm thrilled to kick off season four of my podcast, You and Me Both, with someone I'm a huge fan of: Democratic House leader . From hip-hop to civil service and criminal justice reform to Congress, we got deep into what makes this young leader tick and how he… 时政 ( twitter.com)

时政

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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 )