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Here is the full run of MicroFactory, that autonomously assembles a photo frame - a real product sold on Amazon. This is a good example of how to deal with complex tasks, while we do not yet have a large set of robotic data to train a big general... show more

Igor Kulakov

8,623 subscribers

197,003 просмотров • 8 месяцев назад •via X (Twitter)

Образование Новости и политика Наука и технологии

Anya Rossi• Live Now

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$AI agents are about to redefine the internet. The mistake we made with Large Language Models? We let a handful of corporations capture all the value. Action Model is building a different path. By training through our extension, users gain fractional ownership in the Large Action Model, giving them a real stake in the future of AI. When LLMs emerged, the upside flowed to Big Tech. This time, it doesn’t have to. They’re building AI on our data, and keeping the upside for themselves. Community-owned Large Action Model is how we take it back.$

AI agents are about to redefine the internet. The mistake we made with Large Language Models? We let a handful of corporations capture all the value. Action Model is building a different path. By training through our extension, users gain fractional ownership in the Large Action Model, giving them a real stake in the future of AI. When LLMs emerged, the upside flowed to Big Tech. This time, it doesn’t have to. They’re building AI on our data, and keeping the upside for themselves. Community-owned Large Action Model is how we take it back.

Action Model

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Thrilled to announce a partnership with Anthropic! Together, we are combining Planet’s deep stack of daily satellite data with Anthropic’s Claude LLM to improve analysis of complex visual information at global scale. This is a win-win: AI helps unlock the value of satellite data — helping analysis at scale for present users and making analysis easier, opening it to a broader set of users. Meanwhile, satellite data helps AI models learn how to tackle real world problems. I recently interviewed Dario Amodei, CEO of Anthropic. Teaser with this post; full interview here: Partnership details:

Thrilled to announce a partnership with Anthropic! Together, we are combining Planet’s deep stack of daily satellite data with Anthropic’s Claude LLM to improve analysis of complex visual information at global scale. This is a win-win: AI helps unlock the value of satellite data — helping analysis at scale for present users and making analysis easier, opening it to a broader set of users. Meanwhile, satellite data helps AI models learn how to tackle real world problems. I recently interviewed Dario Amodei, CEO of Anthropic. Teaser with this post; full interview here: Partnership details:

Will Marshall

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How to train a reasoning model, specifically Magistral from Mistral AI? Here is a quick video walkthrough of the paper.

How to train a reasoning model, specifically Magistral from Mistral AI? Here is a quick video walkthrough of the paper.

Sophia Yang, Ph.D.

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Of course I have 100s and 1000s of hours of fire, police, air traffic radio saved from over a decade to train AI models on for high protein non-Reddit data. I also am the only AI engineer using CB radio. This data is more complex, not high order, but needed. Dull example:

Of course I have 100s and 1000s of hours of fire, police, air traffic radio saved from over a decade to train AI models on for high protein non-Reddit data. I also am the only AI engineer using CB radio. This data is more complex, not high order, but needed. Dull example:

Brian Roemmele

281,158 просмотров • 10 месяцев назад

Brian Simmons appears to be lying. This is a real specific example and it's a big deal because it goes to the credibility of his translation as well as his own character. This is the author of The Passion Translation of the Bible (it's not good).

Brian Simmons appears to be lying. This is a real specific example and it's a big deal because it goes to the credibility of his translation as well as his own character. This is the author of The Passion Translation of the Bible (it's not good).

Mike Winger

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Leveraging AI for semantic understanding of complex driving scenes is a key capability of the #WaymoDriver. Check out this example of it autonomously interpreting and adhering to a police officer directing traffic in Los Angeles.

Leveraging AI for semantic understanding of complex driving scenes is a key capability of the #WaymoDriver. Check out this example of it autonomously interpreting and adhering to a police officer directing traffic in Los Angeles.

Dmitri Dolgov

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Anthropic co-founder Chris Olah: There is a real possibility that AI will displace human labor at a very large scale. If that happens, supporting those displaced will be a moral imperative of historic proportions. AI development is concentrated in a handful of wealthy nations. How will we ensure that the gains of AI are shared globally? We do not have a mechanism for this. It is an unsolved problem.

Anthropic co-founder Chris Olah: There is a real possibility that AI will displace human labor at a very large scale. If that happens, supporting those displaced will be a moral imperative of historic proportions. AI development is concentrated in a handful of wealthy nations. How will we ensure that the gains of AI are shared globally? We do not have a mechanism for this. It is an unsolved problem.

Clash Report

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Built a little backdrop with some help and I’m so proud of it. We may not have a full media set to walk into for photos like most big schools, but we have something that is personal and created with our past, present, and future in mind. Loved this Audio because we do only have one life so why not make things a little extra special. For the recruits it’s a memory, for our guys hopefully it’s another example of how ( to quote my son), “ Big time isn’t a place, it’s a mindset.” and to me this set is pretty big time 😍

Built a little backdrop with some help and I’m so proud of it. We may not have a full media set to walk into for photos like most big schools, but we have something that is personal and created with our past, present, and future in mind. Loved this Audio because we do only have one life so why not make things a little extra special. For the recruits it’s a memory, for our guys hopefully it’s another example of how ( to quote my son), “ Big time isn’t a place, it’s a mindset.” and to me this set is pretty big time 😍

Allyson Schwab

12,951 просмотров • 10 месяцев назад

How to train a model that actually understands both audio and text like Voxtral from Mistral AI? Here is a quick video walkthrough of the paper.

How to train a model that actually understands both audio and text like Voxtral from Mistral AI? Here is a quick video walkthrough of the paper.

Sophia Yang, Ph.D.

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SITUATION EXPLAINED: How much are frontier labs actually spending on training data? .Sean Cai: "Frontier labs are spending about $10 to $15 billion per lab on data." "Really good long horizon tasks go up to $20,000 each. A complete browser-use version of SAP was rumored at $500,000." "Despite everybody thinking the market is super crowded, we still don't have enough good quality data vendors that actually understand how to deliver product plus services in a way researchers are looking for." "I have not seen a contract for genuinely good data gets turned down because of budgetary concerns yet."

SITUATION EXPLAINED: How much are frontier labs actually spending on training data? .Sean Cai: "Frontier labs are spending about $10 to $15 billion per lab on data." "Really good long horizon tasks go up to $20,000 each. A complete browser-use version of SAP was rumored at $500,000." "Despite everybody thinking the market is super crowded, we still don't have enough good quality data vendors that actually understand how to deliver product plus services in a way researchers are looking for." "I have not seen a contract for genuinely good data gets turned down because of budgetary concerns yet."

MTS

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BREAKING: The White House completely loses it over Amazon announcing that they will put a “tariff price” next to every item they sell, depicting how much of the price of that good is the result of Trump’s tariffs. Karoline Leavitt says “This is a hostile and political act by Amazon. Why did Amazon do this… It’s not a surprise because Amazon has partnered with a Chinese propaganda arm.” Americans have a right to know. It's not political. It's logical!

BREAKING: The White House completely loses it over Amazon announcing that they will put a “tariff price” next to every item they sell, depicting how much of the price of that good is the result of Trump’s tariffs. Karoline Leavitt says “This is a hostile and political act by Amazon. Why did Amazon do this… It’s not a surprise because Amazon has partnered with a Chinese propaganda arm.” Americans have a right to know. It's not political. It's logical!

Ed Krassenstein

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The TikTok censorship affair, while real and condemnable, is a good example of raw gross Censorship Amateur Hour, as opposed to a Censorship Industrial Complex of 1000s of outside NGOs & orgs paid to do it smoothly & expertly. What’s happening is what that difference looks like.

The TikTok censorship affair, while real and condemnable, is a good example of raw gross Censorship Amateur Hour, as opposed to a Censorship Industrial Complex of 1000s of outside NGOs & orgs paid to do it smoothly & expertly. What’s happening is what that difference looks like.

Mike Benz

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1/n We are excited to announce EchoPrime – the first echocardiography AI model capable of evaluating a full transthoracic echocardiogram study, identify the most relevant videos, and produce a comprehensive interpretation! Great work lead by Milos Vukadinovic, EchoPrime is the largest and most complex #echofirst AI model yet, trained on 10x the data of existing models.

1/n We are excited to announce EchoPrime – the first echocardiography AI model capable of evaluating a full transthoracic echocardiogram study, identify the most relevant videos, and produce a comprehensive interpretation! Great work lead by Milos Vukadinovic, EchoPrime is the largest and most complex #echofirst AI model yet, trained on 10x the data of existing models.

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"A society that is in the dark is a society that is not one that is going to win the war of ideas with the United States. But we have to be competent to everybody. This is not a TV show. This is real. This isn't fun & games. This is real." - GOP candidate Chris Christie on China

"A society that is in the dark is a society that is not one that is going to win the war of ideas with the United States. But we have to be competent to everybody. This is not a TV show. This is real. This isn't fun & games. This is real." - GOP candidate Chris Christie on China

NEWSMAX

32,681 просмотров • 2 лет назад

Hilary Knight: "I'm not surprised that we sold out MSG. It's a testament to the caliber of player that we have, the fanbase, the product that we put together, the work that we do when the lights aren't bright. "To finally have this moment - and I hope it's not a moment, I hope we're back here - is truly incredible."

Hilary Knight: "I'm not surprised that we sold out MSG. It's a testament to the caliber of player that we have, the fanbase, the product that we put together, the work that we do when the lights aren't bright. "To finally have this moment - and I hope it's not a moment, I hope we're back here - is truly incredible."

Kyle Cushman

30,387 просмотров • 3 месяцев назад

.Opendoor CEO Kaz Nejatian on how investors misunderstand the company: "Opendoor is a market maker, not a prop desk." The business is to make it easier to buy and sell houses, not to profit from owning them. "The underlying assumptions about the business are fundamentally wrong. Those assumptions were held by some people inside the building for a while. People in New York were wrong. People in San Francisco were also wrong. Saying Opendoor is an asset manager that happens to have software is like saying Amazon in its early days was a warehouser of books that just happened to have software. Did Amazon warehouse books? Sure. But was it a warehouser of books? No. That's not where the leverage comes from. There's a very real difference between a prop desk and a market maker. If you're a prop desk and you hold assets for profit, you do one set of things. If you're a market maker and your fundamental job is to not hold assets for profit, you do a different set of things. Opendoor is a market maker, not a prop desk. Do we have to be very good at underwriting? Damn right we do. But there's a real difference about where that underwriting engine is pointed. Citadel gathers a crap ton of data. The end matters as much as the means."

.Opendoor CEO Kaz Nejatian on how investors misunderstand the company: "Opendoor is a market maker, not a prop desk." The business is to make it easier to buy and sell houses, not to profit from owning them. "The underlying assumptions about the business are fundamentally wrong. Those assumptions were held by some people inside the building for a while. People in New York were wrong. People in San Francisco were also wrong. Saying Opendoor is an asset manager that happens to have software is like saying Amazon in its early days was a warehouser of books that just happened to have software. Did Amazon warehouse books? Sure. But was it a warehouser of books? No. That's not where the leverage comes from. There's a very real difference between a prop desk and a market maker. If you're a prop desk and you hold assets for profit, you do one set of things. If you're a market maker and your fundamental job is to not hold assets for profit, you do a different set of things. Opendoor is a market maker, not a prop desk. Do we have to be very good at underwriting? Damn right we do. But there's a real difference about where that underwriting engine is pointed. Citadel gathers a crap ton of data. The end matters as much as the means."

Business Breakdowns

43,598 просмотров • 2 месяцев назад

General Intuition CEO Pim de Witte, who's building foundation models trained on video game controller input data ("action-labeled gameplay clips"), says general intelligence won't "taste like an LLM": "We have a scale of data that's going to allow us to jump to the frontier in one capability — which is any system that can be controlled with a game controller (which is most robots) — and then, you can use that to create a sufficiently general intelligence." "As humans, the decision to talk or type is a very, very small subset of the actions that we can actually take." "So in order to create a sufficiently general intelligence to play 10,000+ video games, the model has to be able to predict across the entire action space of human cognition when they're interacting with these environments. Which are 2D and 3D environments, interfaces, long-horizon tasks, short-horizon tasks, [etc.]." "It has to be a sufficiently general intelligence in order to predict actions. Therefore, the type of model you get out is not going to taste like an LLM. This model is going to be incredibly good at navigating unforeseen environments. It's going to be incredibly good at zero-shotting any task that can be done with a game controller."

General Intuition CEO Pim de Witte, who's building foundation models trained on video game controller input data ("action-labeled gameplay clips"), says general intelligence won't "taste like an LLM": "We have a scale of data that's going to allow us to jump to the frontier in one capability — which is any system that can be controlled with a game controller (which is most robots) — and then, you can use that to create a sufficiently general intelligence." "As humans, the decision to talk or type is a very, very small subset of the actions that we can actually take." "So in order to create a sufficiently general intelligence to play 10,000+ video games, the model has to be able to predict across the entire action space of human cognition when they're interacting with these environments. Which are 2D and 3D environments, interfaces, long-horizon tasks, short-horizon tasks, [etc.]." "It has to be a sufficiently general intelligence in order to predict actions. Therefore, the type of model you get out is not going to taste like an LLM. This model is going to be incredibly good at navigating unforeseen environments. It's going to be incredibly good at zero-shotting any task that can be done with a game controller."

TBPN

79,520 просмотров • 16 дней назад

This is a good example of how we should talk with other Muslims:

This is a good example of how we should talk with other Muslims:

al-Nasafī

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"This is a first for us this side to be in a train in Switzerland, a moving train, not just a stationary one, and having the opportunity to have breakfast on a train, but also to have interactions with people in government." - President Cyril Ramaphosa "So we really welcome this, and we look forward to a wonderful exchange. Some of you, if not most of you, have already invested in South Africa, and we are here to appeal for you to invest even more, so don't think that this is a free train ride." - President Cyril Ramaphosa

"This is a first for us this side to be in a train in Switzerland, a moving train, not just a stationary one, and having the opportunity to have breakfast on a train, but also to have interactions with people in government." - President Cyril Ramaphosa "So we really welcome this, and we look forward to a wonderful exchange. Some of you, if not most of you, have already invested in South Africa, and we are here to appeal for you to invest even more, so don't think that this is a free train ride." - President Cyril Ramaphosa

News Live SA

234,553 просмотров • 8 месяцев назад

Microsoft unveiled an AI badge with a camera that can record tasks and track your entire workday. "Look, it's good and bad. For example, we sometimes record meetings so we can have a transcript. Then we put the transcript through AI, and then we get action items, we get all the notes, and we get everything. So having a constant transcript of everything that is going on is very useful if you're thinking about productivity." "And then you have the privacy concerns. Big corporations, they wanna get more data on how and what their employees are doing to train models to probably replace them down the line. So I'm very split on this one."

Microsoft unveiled an AI badge with a camera that can record tasks and track your entire workday. "Look, it's good and bad. For example, we sometimes record meetings so we can have a transcript. Then we put the transcript through AI, and then we get action items, we get all the notes, and we get everything. So having a constant transcript of everything that is going on is very useful if you're thinking about productivity." "And then you have the privacy concerns. Big corporations, they wanna get more data on how and what their employees are doing to train models to probably replace them down the line. So I'm very split on this one."

PBD Podcast

27,975 просмотров • 1 месяц назад