I'm more and more confident that tokenization will be gone. Humans don't think in "tokens". Tokens are hardcoded abstractions in LLMs that lead to weird behavior: LLMs can solve PhD-level math questions but cannot answer "Is 9.9 > 9.11?" Meta is shifting LLMs to LCMs (Large , page 2

I'm more and more confident that tokenization will be gone.

Humans don't think in "tokens".

Tokens are hardcoded abstractions in LLMs that lead to weird behavior: LLMs can solve PhD-level math questions but cannot answer "Is 9.9 > 9.11?"

Meta is shifting LLMs to LCMs (Large Concept Models), changing "next-token prediction" to "next-concept prediction". A "concept" is treated as a sentence, representing an abstract idea or action.

Two weeks ago, Meta also published the "Byte Latent Transformer", a new architecture that processes raw bytes grouped into patches instead of relying on tokenization.

My intuition says LCM is probably better at reasoning and modalities.

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1周内 1个月内 1年内全部时间

I laughed way more than I should have.
有趣
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21天前 • NO CONTEXT HUMANS • -- 点击 0 评论

We will always love and support you. I hope you get more love and support.

我们会永远爱你，支持你。希望你获得更多的爱和支持。♥

…
推特中文圈
( twitter.com)

1年前 • Frost and snow 🖤💙 • -- 点击 0 评论

I posted this video from a Belarus school camp yesterday.

Today, new details of the story emerged - the children are actually kidnapped Ukrainian children. There are more than 2,000 of them in Belarus - The Telegraph.

"'So that Biden and Zelenskyy die, and Putin prospers and…
时政
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1年前 • Anton Gerashchenko • -- 点击 • 下载视频 0 评论

00:00:15

Tutorial: How to make a video game with Adobe Firefly + ChatGPT

I used Adobe Firefly for game assets as it's out of beta today! No more watermarks and available for commercial purposes.

For the code I used ChatGPT + OpenProcessing.

时政
( firefly.adobe.com)

1年前 • Kris Kashtanova • -- 点击 • 下载视频 0 评论

00:01:55

More than twenty years ago, I was trying to publish a book that became Remaking the Chinese Leviathan: Market Transition and the Politics of Governance in China. I had difficulty getting the book published because some of the reviewers for the book believed that I was too
时政
( twitter.com)

14天前 • Dali L. Yang • -- 点击 0 评论

The Chinese economy is only going to get worse, the CCP is only going to get more repressive, and the suspicion towards people of China origin is only going to get more pronounced, I just feel very sad for Chinese people all around.
时政
( twitter.com)

1年前 • Yaqiu Wang 王亚秋 • -- 点击 0 评论

I am afraid the more you dig into DOGE, the more TSLA will go down to $200 soon....
at least 50% of US Citizens are hating you and your company now.
They may never buy a Tesla car nor FSD forever now.
时政
( twitter.com)

昨天 • 勃勃OC • -- 点击 0 评论

Sassy men apocalypse?
More like ghey men apocalypse. And it’s like some of them are proud of it.
Thats NOTHING to be proud of. And I mean no disrespect to the gheys I got love for everybody.
For those that don’t know the sassy men apocalypse it’s a bunch of men proudly…
时政
( twitter.com)

1年前 • Nima Yamini • -- 点击 0 评论

When I first bought my Starlink, I never anticipated having to use the snow melt feature.
I’m in Baton Rouge and we normally don’t get snow here.
We are about to get more snow than I’ve ever seen in my life.
btc
( twitter.com)

19天前 • Johnna • -- 点击 0 评论

The Andean condor is the largest flying bird in the world by combined measurement of weight and wingspan. It has a maximum wingspan of 3.3 m and weight of 15 kg

[read more: ]
[📹 Jerry McGahan: ]
有趣
( twitter.com)

1年前 • Massimo • -- 点击 0 评论

Ukraine and Sweden have more in common than just flag colours. Centuries of common history, a common current strength, and a future in a safe and free Europe.

This is what Ukraine is fighting for, with Sweden’s strong support.

I thank the Swedish Royal Family, Prime Minister…
时政
( twitter.com)

1年前 • Володимир Зеленський • -- 点击 • 下载视频 0 评论

00:01:17

Believe me slogans supporting Hamas and Hezbollah only harm the Palestinian cause and empowers the terrorist regime of Islamic Republic and it’s proxies to rape more women.
As you hear in this video a few months ago, I warned Western countries about how youth are being…
时政
( twitter.com)

9个月前 • Masih Alinejad 🏳️ • -- 点击 0 评论

I love how seriously Elon takes Polytopia
…
page 426

“ [grimes] …surprise-attacked him with a flame ball. "It was one of our biggest fights ever," she remembers. "He took it as this deep betrayal mo-ment." Grimes protested it was only a video game and not a big deal.
"It's a…
时政
( twitter.com)

1年前 • Alfredo Hootlur • -- 点击 0 评论

Built for running and jumping, the Impala is able to make jumps that are more than 10 m long and 3 m high. It can reach peaks of speed of 90 km/h.

No surprise that they seem to literally fly when chased by a cheetah

[📹 Samantha Pittendrigh]

时政
( twitter.com)

1年前 • Massimo • -- 点击 • 下载视频 0 评论

00:00:11

我终于走出了香港的痛，I ❤️yinwar🥹（pWar I believe more practice you can wink better and better)🥹🥹🥰🥰🥰😙😙😙 …
推特中文圈
( twitter.com)

1年前 • 如果我变成毒鸡汤你还会爱我吗 • -- 点击 0 评论

Since I wrote this answer to a student, I thought I would share more broadly.
时政
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3个月前 • Jeff Dean (@🏡) • -- 点击 0 评论

Fake asylum seeker strangles a female supermarket employee in Spain and then steals money. More and more atrocious crimes.
时政
( twitter.com)

3个月前 • RadioGenoa • -- 点击 • 下载视频 0 评论

00:02:03

I firmly condemn the Russian strikes on Ukrainian grain storage and export infrastructure.

As Russia continues its ruthless war, we continue to support Ukraine.

Today we paid another €1.5 billion, to help keep the state running and repair infrastructure.

More will come.
时政
( twitter.com)

1年前 • Ursula von der Leyen • -- 点击 0 评论

Elon Musk on Donald Trump: “The more I’ve gotten to know President Trump, the more I like him. I love the guy, he’s great”
btc
( twitter.com)

6天前 • ALX 🇺🇸 • -- 点击 0 评论

And more dragons
时政
( twitter.com)

1年前 • Dall-e Jesus • -- 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)

5个月前 • President Biden • -- 点击 0 评论

I'm more and more confident that tokenization will be gone. Humans don't think in "tokens". Tokens are hardcoded abstractions in LLMs that lead to weird behavior: LLMs can solve PhD-level math questions but cannot answer "Is 9.9 > 9.11?" Meta is shifting LLMs to LCMs (Large 时政 ( twitter.com )

时政

I laughed way more than I should have. 有趣 ( twitter.com)

有趣

We will always love and support you. I hope you get more love and support. 我们会永远爱你，支持你。希望你获得更多的爱和支持。♥ … 推特中文圈 ( twitter.com)

推特中文圈

时政

Tutorial: How to make a video game with Adobe Firefly + ChatGPT I used Adobe Firefly for game assets as it's out of beta today! No more watermarks and available for commercial purposes. For the code I used ChatGPT + OpenProcessing. 时政 ( firefly.adobe.com)

时政

More than twenty years ago, I was trying to publish a book that became Remaking the Chinese Leviathan: Market Transition and the Politics of Governance in China. I had difficulty getting the book published because some of the reviewers for the book believed that I was too 时政 ( twitter.com)

时政

The Chinese economy is only going to get worse, the CCP is only going to get more repressive, and the suspicion towards people of China origin is only going to get more pronounced, I just feel very sad for Chinese people all around. 时政 ( twitter.com)

时政

I am afraid the more you dig into DOGE, the more TSLA will go down to $200 soon.... at least 50% of US Citizens are hating you and your company now. They may never buy a Tesla car nor FSD forever now. 时政 ( twitter.com)

时政

时政

When I first bought my Starlink, I never anticipated having to use the snow melt feature. I’m in Baton Rouge and we normally don’t get snow here. We are about to get more snow than I’ve ever seen in my life. btc ( twitter.com)

btc

The Andean condor is the largest flying bird in the world by combined measurement of weight and wingspan. It has a maximum wingspan of 3.3 m and weight of 15 kg [read more: ] [📹 Jerry McGahan: ] 有趣 ( twitter.com)

有趣

时政

Believe me slogans supporting Hamas and Hezbollah only harm the Palestinian cause and empowers the terrorist regime of Islamic Republic and it’s proxies to rape more women. As you hear in this video a few months ago, I warned Western countries about how youth are being… 时政 ( twitter.com)

时政

时政

Built for running and jumping, the Impala is able to make jumps that are more than 10 m long and 3 m high. It can reach peaks of speed of 90 km/h. No surprise that they seem to literally fly when chased by a cheetah [📹 Samantha Pittendrigh] 时政 ( twitter.com)

时政

我终于走出了香港的痛，I ❤️yinwar🥹（pWar I believe more practice you can wink better and better)🥹🥹🥰🥰🥰😙😙😙 … 推特中文圈 ( twitter.com)

推特中文圈

Since I wrote this answer to a student, I thought I would share more broadly. 时政 ( twitter.com)

时政

Fake asylum seeker strangles a female supermarket employee in Spain and then steals money. More and more atrocious crimes. 时政 ( twitter.com)

时政

I need more of this 有趣 ( twitter.com)

有趣

I need more of this 有趣 ( twitter.com)

有趣

I need more of this 有趣 ( twitter.com)

有趣

I need more of this 有趣 ( twitter.com)

有趣

I firmly condemn the Russian strikes on Ukrainian grain storage and export infrastructure. As Russia continues its ruthless war, we continue to support Ukraine. Today we paid another €1.5 billion, to help keep the state running and repair infrastructure. More will come. 时政 ( twitter.com)

时政

Elon Musk on Donald Trump: “The more I’ve gotten to know President Trump, the more I like him. I love the guy, he’s great” btc ( twitter.com)

btc

And more dragons 时政 ( twitter.com)

时政

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

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I'm more and more confident that tokenization will be gone.
Humans don't think in "tokens".
Tokens are hardcoded abstractions in LLMs that lead to weird behavior: LLMs can solve PhD-level math questions but cannot answer "Is 9.9 > 9.11?"
Meta is shifting LLMs to LCMs (Large
时政
( twitter.com )

I laughed way more than I should have.
有趣
( twitter.com)

We will always love and support you. I hope you get more love and support.

我们会永远爱你，支持你。希望你获得更多的爱和支持。♥

…
推特中文圈
( twitter.com)

Tutorial: How to make a video game with Adobe Firefly + ChatGPT

I used Adobe Firefly for game assets as it's out of beta today! No more watermarks and available for commercial purposes.

For the code I used ChatGPT + OpenProcessing.

时政
( firefly.adobe.com)

More than twenty years ago, I was trying to publish a book that became Remaking the Chinese Leviathan: Market Transition and the Politics of Governance in China. I had difficulty getting the book published because some of the reviewers for the book believed that I was too
时政
( twitter.com)

The Chinese economy is only going to get worse, the CCP is only going to get more repressive, and the suspicion towards people of China origin is only going to get more pronounced, I just feel very sad for Chinese people all around.
时政
( twitter.com)

I am afraid the more you dig into DOGE, the more TSLA will go down to $200 soon....
at least 50% of US Citizens are hating you and your company now.
They may never buy a Tesla car nor FSD forever now.
时政
( twitter.com)

When I first bought my Starlink, I never anticipated having to use the snow melt feature.
I’m in Baton Rouge and we normally don’t get snow here.
We are about to get more snow than I’ve ever seen in my life.
btc
( twitter.com)

The Andean condor is the largest flying bird in the world by combined measurement of weight and wingspan. It has a maximum wingspan of 3.3 m and weight of 15 kg

[read more: ]
[📹 Jerry McGahan: ]
有趣
( twitter.com)

Believe me slogans supporting Hamas and Hezbollah only harm the Palestinian cause and empowers the terrorist regime of Islamic Republic and it’s proxies to rape more women.
As you hear in this video a few months ago, I warned Western countries about how youth are being…
时政
( twitter.com)

Built for running and jumping, the Impala is able to make jumps that are more than 10 m long and 3 m high. It can reach peaks of speed of 90 km/h.

No surprise that they seem to literally fly when chased by a cheetah

[📹 Samantha Pittendrigh]

时政
( twitter.com)

我终于走出了香港的痛，I ❤️yinwar🥹（pWar I believe more practice you can wink better and better)🥹🥹🥰🥰🥰😙😙😙 …
推特中文圈
( twitter.com)

Since I wrote this answer to a student, I thought I would share more broadly.
时政
( twitter.com)

Fake asylum seeker strangles a female supermarket employee in Spain and then steals money. More and more atrocious crimes.
时政
( twitter.com)

I need more of this
有趣
( twitter.com)

I need more of this
有趣
( twitter.com)

I need more of this
有趣
( twitter.com)

I need more of this
有趣
( twitter.com)

I firmly condemn the Russian strikes on Ukrainian grain storage and export infrastructure.

As Russia continues its ruthless war, we continue to support Ukraine.

Today we paid another €1.5 billion, to help keep the state running and repair infrastructure.

More will come.
时政
( twitter.com)

Elon Musk on Donald Trump: “The more I’ve gotten to know President Trump, the more I like him. I love the guy, he’s great”
btc
( twitter.com)

And more dragons
时政
( twitter.com)

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)