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 179

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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The story of Dennis Ritchie, the man who invented C, co-created Unix, and is largely regarded as effectively influencing every software system we use on a daily basis. His death was largely ignored, overshadowed by Steve Jobs' death, one week before
有趣
( buff.ly)

2年前 • Massimo • -- 点击 0 评论

New article:
You get a rental inquiry. And you get a rental inquiry. We all get a rental inquiry!

Will Australia's senate inquiry into The Worsening Rental Crisis and Victoria's Inquiry into the rental and housing affordability crisis work?

My view here

时政
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2年前 • Cameron Murray • -- 点击 0 评论

I met with to thank her for her efforts to normalize Ukraine’s agricultural exports and transit. It is important to fully restore them since September 15th.

We expect a positive assessment of Ukraine’s progress in the October Enlargement Package and a consequent…
时政
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2年前 • Володимир Зеленський • -- 点击 • 下载视频 0 评论

00:00:41

Breaking News Israel: Spokesperson of Izzuddin Al-Qassam Brigades, Abu Obaidah:

"We thank the Islamic Republic of Iran who provided us with weapons, money and other equipment! He gave us missiles to destroy Zionist fortresses, and helped us with standard anti-tank missiles!"…
时政
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2年前 • Jim Ferguson • -- 点击 • 下载视频 0 评论

00:01:22

There is no justification for Hamas’ heinous act of terror.

Israel has the right to defend itself.

At the same time civilians in Gaza are also victims of Hamas.

This is why we are tripling our humanitarian aid for Palestinians in need.
时政
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2年前 • Ursula von der Leyen • -- 点击 • 下载视频 0 评论

00:00:57

I spoke with Prime Minister Netanyahu regarding the situation on the ground, security assistance and humanitarian needs, and information on unaccounted Americans.

I asked tough questions as a friend of Israel. We will continue to deter any actor wanting to widen this conflict.
时政
( twitter.com)

2年前 • President Biden • -- 点击 0 评论

I spoke with Joe Biden to thank him for the effective implementation of our latest defense agreements.

Ukrainians are greatly encouraged by the delivery of ATACMS, and our warriors are putting them to good use on the battlefield.

We discussed further strengthening our…
时政
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2年前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 0 评论

"The situation for civilians in Sudan’s #Darfur region is getting worse by the day." -

"We are deeply alarmed by reports that women & girls are abducted & held in inhuman, degrading slave-like conditions in areas controlled by the Rapid Support Forces." -
时政
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2年前 • United Nations Geneva • -- 点击 • 下载视频 0 评论

00:01:22

#Ukraine🇺🇦-#Taiwan🇹🇼 ties are going from strength to strength! is on a funding & support tour of the #IslandOfResilience. Kudos to the #Lviv mayor for ignoring #China & cooperating with our #Taiwanese partners to make sure we #LeaveNoOneBehind. Yes! #TaiwanCanHelp
时政
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1年前 • Mykola Kniazhytskyi 🇺🇦 • -- 点击 0 评论

Listen Larry, we need to stop government spending like a drunken sailor on fraud & waste or America is gonna go bankrupt.
That does mean a lot of grifters will lose their grift and complain loudly about it.
Too bad. Deal with it.
btc
( twitter.com)

10个月前 • Elon Musk • -- 点击 0 评论

🇺🇸 SCOTT JENNINGS: JUDGES ARE CREATING A CONSTITUTIONAL CRISIS
“There’s a difference between complying with the law and district court judges setting broad federal policy reserved for the President.
We have a constitutional crisis caused by these judges.
They’re not here to
btc
( twitter.com)

10个月前 • Mario Nawfal • -- 点击 • 下载视频 0 评论

00:01:03

DOGE is looking for help from the general public!
Please DM insight for reducing waste, fraud, and abuse, along with any helpful insights or awesome ideas, to the relevant DOGE affiliates (found on the Affiliates tab). For example, etc.
We will add
btc
( twitter.com)

10个月前 • Department of Government Efficiency • -- 点击 0 评论

Official visit to the United Arab Emirates together with the First Lady
Our top priority is bringing even more of our people home from captivity.
We will also focus on investments and economic partnership, as well as a large-scale humanitarian program.
时政
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10个月前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 • 下载视频 0 评论

00:00:32

The US government currently has ~4.6M active credit cards/accounts, which processed ~90M unique transactions for ~$40B of spend in FY24.
DOGE is working w/ the agencies to simplify the program and reduce admin costs - we will report back in 1 week.
btc
( smartpay.gsa.gov)

10个月前 • Department of Government Efficiency • -- 点击 0 评论

You know what dear followers, this is what happened yesterday in the Swedish Parliament. A unified Parliament voted in favor of sending the 18th & largest military support package to #Ukraine.
Then we applauded the decision, which seldom happens. 👏
#SlavaUkraini #SlavaUkraïni
时政
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10个月前 • Markus Wiechel • -- 点击 • 下载视频 0 评论