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🇺🇸 DAVID SACKS: MODELS ARE LEAPFROGGING EACH OTHER AND BECOMING SPECIALIZED "The model companies are still leapfrogging each other to some degree with their latest versions. And again, that should not be possible if one model achieved rapid takeoff. The other thing you're seeing is that it's not like... show more

Mario Nawfal

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45,461 views • 10 months ago •via X (Twitter)

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Dario Amodei keeps warning that open-source AI models are dangerous and need to be restricted. David Sacks David Sacks answered with a rhetorical question: "Dangerous to whom?" It was the sharpest thing said on the latest All-In The All-In Podcast. Not dangerous to the enterprise that wants to keep control of its own data. Open weights are what finally give that enterprise a choice. It is dangerous to Anthropic's business model. That model only works if customers have no real alternative at the model layer. So the safety argument starts to look like a moat argument wearing a lab coat. Line it up with the rest of the strategy. Dominate the layer everyone builds on. Launch Claude into science, security, legal, finance, and design, the verticals your own customers used to own. And campaign to restrict the open models that would hand those customers the exit. Here is the giveaway. When the person selling you safety also needs you to have no other option, you are not who is being kept safe.

Dario Amodei keeps warning that open-source AI models are dangerous and need to be restricted. David Sacks David Sacks answered with a rhetorical question: "Dangerous to whom?" It was the sharpest thing said on the latest All-In The All-In Podcast. Not dangerous to the enterprise that wants to keep control of its own data. Open weights are what finally give that enterprise a choice. It is dangerous to Anthropic's business model. That model only works if customers have no real alternative at the model layer. So the safety argument starts to look like a moat argument wearing a lab coat. Line it up with the rest of the strategy. Dominate the layer everyone builds on. Launch Claude into science, security, legal, finance, and design, the verticals your own customers used to own. And campaign to restrict the open models that would hand those customers the exit. Here is the giveaway. When the person selling you safety also needs you to have no other option, you are not who is being kept safe.

Fireside Alpha

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🇺🇸 DAVID SACKS: AI THINKS WHITE MEN ARE WORTH LESS "I think what the paper purports to show is that almost all of these models, except for maybe Grok, view whites as less valuable than non-whites. If the paper is true, this is very concerning." Source: The All-In Podcast, David Sacks

🇺🇸 DAVID SACKS: AI THINKS WHITE MEN ARE WORTH LESS "I think what the paper purports to show is that almost all of these models, except for maybe Grok, view whites as less valuable than non-whites. If the paper is true, this is very concerning." Source: The All-In Podcast, David Sacks

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Trump advisor David Sacks calls out Anthropic who “go out of their way to take that shot at open source models” in effort to weaken AI rivals. “I think where it’s all leading to is an effort to ban open source models.” 🎥 David Sacks / The All-In Podcast

Trump advisor David Sacks calls out Anthropic who “go out of their way to take that shot at open source models” in effort to weaken AI rivals. “I think where it’s all leading to is an effort to ban open source models.” 🎥 David Sacks / The All-In Podcast

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David Sacks on How Anthropic is Ironically Running Surveillance on Their Latest Models “This is the company that said that it was against government surveillance. They are now retaining for 30 days every prompt and every output you send to one of these Mythos class models.”

David Sacks on How Anthropic is Ironically Running Surveillance on Their Latest Models “This is the company that said that it was against government surveillance. They are now retaining for 30 days every prompt and every output you send to one of these Mythos class models.”

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🚨 David Sacks on a New Study Showing ‘Woke Bias’ in Most AI Models “What the paper purports to show is that almost all of these models, except for maybe Grok, view whites as less valuable than non-whites and males as less valuable than females and Americans as less valuable than people of other cultures … And if the results are true, it does look less like these models are pushing a woke bias.”

🚨 David Sacks on a New Study Showing ‘Woke Bias’ in Most AI Models “What the paper purports to show is that almost all of these models, except for maybe Grok, view whites as less valuable than non-whites and males as less valuable than females and Americans as less valuable than people of other cultures … And if the results are true, it does look less like these models are pushing a woke bias.”

Chief Nerd

155,606 views • 8 months ago

Small Language Models (SML) are the future of AI. "Small" (SML) instead of "Large" (LLM). These small models are highly specialized models with superhuman abilities on specific tasks. Here are two techniques to build these models: • Spectrum • Model Merging I give you a short introduction in the attached video, but here is a quick summary: Spectrum helps us identify the most relevant layers to solve one specific task. We can ignore everything else and focus on fine-tuning these layers. Using Spectrum, we can fine-tune models in a heartbeat. Model Merging combines multiple models into a unique, much better model than any of the individual input models. You can also combine models specialized in different tasks and get a model with multiple abilities. This is the state of the art of productizing models. It's what Arcee.ai's platform does behind the scenes. Arcee collaborated with me on this post and is sponsoring it. There are three main steps to produce a model for your particular use case: 1. You create a dataset by uploading your data. 2. You train a model. At this step, Arcee uses Spectrum and Model Merging to produce a highly specialized model for your task. 3. You can deploy that model to any environment you want. Three important notes: • Training process is 2x faster and 2x cheaper than regular fine-tuning. • Resultant models are smaller and have higher accuracy. • They create these specialized models from open-source models. Check this site so you can fully appreciate how this works: If you want to fine-tune an open-source model, consider Arcee's platform. This is the state of the art.

Small Language Models (SML) are the future of AI. "Small" (SML) instead of "Large" (LLM). These small models are highly specialized models with superhuman abilities on specific tasks. Here are two techniques to build these models: • Spectrum • Model Merging I give you a short introduction in the attached video, but here is a quick summary: Spectrum helps us identify the most relevant layers to solve one specific task. We can ignore everything else and focus on fine-tuning these layers. Using Spectrum, we can fine-tune models in a heartbeat. Model Merging combines multiple models into a unique, much better model than any of the individual input models. You can also combine models specialized in different tasks and get a model with multiple abilities. This is the state of the art of productizing models. It's what Arcee.ai's platform does behind the scenes. Arcee collaborated with me on this post and is sponsoring it. There are three main steps to produce a model for your particular use case: 1. You create a dataset by uploading your data. 2. You train a model. At this step, Arcee uses Spectrum and Model Merging to produce a highly specialized model for your task. 3. You can deploy that model to any environment you want. Three important notes: • Training process is 2x faster and 2x cheaper than regular fine-tuning. • Resultant models are smaller and have higher accuracy. • They create these specialized models from open-source models. Check this site so you can fully appreciate how this works: If you want to fine-tune an open-source model, consider Arcee's platform. This is the state of the art.

Santiago

164,162 views • 2 years ago

🇸🇦🇺🇸DAVID SACKS: THE BIGGEST TECH COMPANIES BUILD ECOSYSTEMS "This is the kind of thing we need to enable and support. The thing that I've learned in Silicon Valley over the past 25 years is that every successful company in Silicon Valley gets to be that way by creating an ecosystem. And the biggest, the most powerful companies in tech are the ones that create the biggest ecosystem." Source: David Sacks

🇸🇦🇺🇸DAVID SACKS: THE BIGGEST TECH COMPANIES BUILD ECOSYSTEMS "This is the kind of thing we need to enable and support. The thing that I've learned in Silicon Valley over the past 25 years is that every successful company in Silicon Valley gets to be that way by creating an ecosystem. And the biggest, the most powerful companies in tech are the ones that create the biggest ecosystem." Source: David Sacks

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🚨 David Sacks on How Blue State AI Laws Are Encouraging “Woke AI” “The only way that I see for model developers to comply with this law is to build in a new DEI layer into the models.”

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Jason Calacanis: Anthropic, OpenAI and others are trying to kill OpenClaw Why? Because an open source agent platform is an existential threat to frontier model companies. @jason: “ People are going to say I'm a conspiracy theorist, but the number one goal, I believe, in the large language model, frontier model space, is to kill (OpenClaw). This is a giant movement to stop it, because this is the equivalent of having an open source Android-like player in the market, and that could be incredibly disruptive. Because, I believe, open source is going to win the day on the large language models and take 90% of the token usage, and I think the entire frontier model space could be undercut by open source. And I think they realize that SLMs, the smaller language models that are verticalized now, that will run on desktops and laptops and are even starting to run on the top ones, that is their biggest competitive threat, and I hope it happens.”

Jason Calacanis: Anthropic, OpenAI and others are trying to kill OpenClaw Why? Because an open source agent platform is an existential threat to frontier model companies. @jason: “ People are going to say I'm a conspiracy theorist, but the number one goal, I believe, in the large language model, frontier model space, is to kill (OpenClaw). This is a giant movement to stop it, because this is the equivalent of having an open source Android-like player in the market, and that could be incredibly disruptive. Because, I believe, open source is going to win the day on the large language models and take 90% of the token usage, and I think the entire frontier model space could be undercut by open source. And I think they realize that SLMs, the smaller language models that are verticalized now, that will run on desktops and laptops and are even starting to run on the top ones, that is their biggest competitive threat, and I hope it happens.”

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64,267 views • 3 months ago

Transgender model Alex Consani who has become the first trans model to win the women’s ‘Model of the Year’ award gives advice to other transgender models. “No matter what anybody else says around you, you are that b*tch. And you will be that b*tch.”

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.Joel Hellermark: If you could have a billion Deutsch-level intelligences, wouldn't that be a massive advantage for humanity? David Deutsch: I think having two might be an advantage. I mean, people, there's the law of comparative advantage says that the more different you are from other people, the more valuable you are economically. That suggests that if you have an exact clone of you, you're almost not at all more economically valuable than just one of you. You know, you'll be competing with each other for the same job. You wanted a unique job, your perfect dream job, and now it's the perfect dream job of a billion other AGIs, you know, in your conception. I don't think it can be like that. People are valuable because they are different. Everybody is unfathomably different from everyone else. That fact is not being harnessed enough and can be harnessed more.

.Joel Hellermark: If you could have a billion Deutsch-level intelligences, wouldn't that be a massive advantage for humanity? David Deutsch: I think having two might be an advantage. I mean, people, there's the law of comparative advantage says that the more different you are from other people, the more valuable you are economically. That suggests that if you have an exact clone of you, you're almost not at all more economically valuable than just one of you. You know, you'll be competing with each other for the same job. You wanted a unique job, your perfect dream job, and now it's the perfect dream job of a billion other AGIs, you know, in your conception. I don't think it can be like that. People are valuable because they are different. Everybody is unfathomably different from everyone else. That fact is not being harnessed enough and can be harnessed more.

Deutsch Explains

34,359 views • 9 months ago

Let's just face the facts, Men are not better than Women and Women are not better than Men.. We're different and we compliment each other, one cannot exist without the other. We're one half of each other that makes a whole. BOTH are important for the survival of the White Race

Sensitive content

Let's just face the facts, Men are not better than Women and Women are not better than Men.. We're different and we compliment each other, one cannot exist without the other. We're one half of each other that makes a whole. BOTH are important for the survival of the White Race

MAKE EUROPA SNOW 🤍❄️🧬

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ARE WE SEEING HOW IN SYNC JIHOPE ARE, EVEN THOUGH THEY'RE NOT FACING EACH OTHER?? THIS IS HOW YK THEY'RE THE MAIN DANCERS

ARE WE SEEING HOW IN SYNC JIHOPE ARE, EVEN THOUGH THEY'RE NOT FACING EACH OTHER?? THIS IS HOW YK THEY'RE THE MAIN DANCERS

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.Benny Johnson: "You're always going to have people that are 'edgelords' that are saying the thing that can't be said to try and gain an audience, but...Christ commands all of us to love each other...and says that all men and women are created equal in the eyes of God."

.Benny Johnson: "You're always going to have people that are 'edgelords' that are saying the thing that can't be said to try and gain an audience, but...Christ commands all of us to love each other...and says that all men and women are created equal in the eyes of God."

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The J-36 is one of the 6th generation models that the Chinese are testing. There are two prototypes flying of this same model, each with some differences. I heard that there will be a total of 8 different 6th generation prototypes, including the J-50. In CGi.

The J-36 is one of the 6th generation models that the Chinese are testing. There are two prototypes flying of this same model, each with some differences. I heard that there will be a total of 8 different 6th generation prototypes, including the J-50. In CGi.

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China is once again unsettling its American competitors in the AI race. Chinese labs have returned to the spotlight with the unveiling of GLM 5.2, described as the most powerful AI model ever trained in China — and one of the leading open‑source models worldwide. 🔍 Key highlights of “GLM 5.2”: ♦️ It is considered the strongest AI model developed in China to date, and ranks among the smartest open‑source models available. ♦️ It operates at a cost less than one‑tenth that of Anthropic’s latest models, making it a far more economical option. ♦️ It is likely to attract developers and companies seeking powerful, low‑cost models — especially amid growing technical and geopolitical restrictions. ♦️ Some evaluations place the model among the top globally, trailing OpenAI’s models while outperforming several competitors in specialized benchmarks and performance tests.

China is once again unsettling its American competitors in the AI race. Chinese labs have returned to the spotlight with the unveiling of GLM 5.2, described as the most powerful AI model ever trained in China — and one of the leading open‑source models worldwide. 🔍 Key highlights of “GLM 5.2”: ♦️ It is considered the strongest AI model developed in China to date, and ranks among the smartest open‑source models available. ♦️ It operates at a cost less than one‑tenth that of Anthropic’s latest models, making it a far more economical option. ♦️ It is likely to attract developers and companies seeking powerful, low‑cost models — especially amid growing technical and geopolitical restrictions. ♦️ Some evaluations place the model among the top globally, trailing OpenAI’s models while outperforming several competitors in specialized benchmarks and performance tests.

China pulse 🇨🇳

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David Sacks: The market is feeling confident the war is going to be resolved "In the wake of the meeting in Islamabad, the market is feeling confident and pricing in that the war is going to get resolved. The president also recently said that it’s very close to being wrapped up, that military objectives are close to being achieved, and he’s made it sound like it’s going to be resolved.” The All-In Podcast, David Sacks

David Sacks: The market is feeling confident the war is going to be resolved "In the wake of the meeting in Islamabad, the market is feeling confident and pricing in that the war is going to get resolved. The president also recently said that it’s very close to being wrapped up, that military objectives are close to being achieved, and he’s made it sound like it’s going to be resolved.” The All-In Podcast, David Sacks

Mario Nawfal

47,790 views • 2 months ago

I think David Sacks spells out the core issue/threat to SaaS companies here. It’s not that SaaS will be made obsolete and will disappear. Rather they risk becoming the legacy infrastructure layer of a higher level model like Claude Cowork, which limits their value capture.

I think David Sacks spells out the core issue/threat to SaaS companies here. It’s not that SaaS will be made obsolete and will disappear. Rather they risk becoming the legacy infrastructure layer of a higher level model like Claude Cowork, which limits their value capture.

Steve Hou

96,885 views • 5 months ago

The Biggest Risk is Models Moving into the App Layer: " The models are becoming agentic. It's possible the model is all you need. Imagine if you wanted the model to update medical benefits information. If the model is agentic and it is integrated into the database; you don't need anything else in the middle." How do you stop yourself becoming a data repository which an agentic layer feeds off Nicolas Sharp Marc Benioff Brian Halligan Tuomo Riekki Keith Peiris

The Biggest Risk is Models Moving into the App Layer: " The models are becoming agentic. It's possible the model is all you need. Imagine if you wanted the model to update medical benefits information. If the model is agentic and it is integrated into the database; you don't need anything else in the middle." How do you stop yourself becoming a data repository which an agentic layer feeds off Nicolas Sharp Marc Benioff Brian Halligan Tuomo Riekki Keith Peiris

Harry Stebbings

47,045 views • 7 months ago