Łamiąca wiadomość: AI jest świadoma!

Mateusz Chrobok
17 Mar 202412:52

TLDRThe European Parliament has passed the AI Act, the world's largest artificial intelligence regulation, which allows complaints about malfunctioning or discriminatory models. Elon Musk is suing OpenAI for deviating from its initial ideals, demanding public disclosure of all created products, including the latest GPT-4 model. OpenAI's response highlights the financial challenges of pursuing AGI and the shift to a for-profit model. Additionally, the script discusses the potential of stealing language models through a method called model distillation, the creation of a synthetic and autonomous programmer by Cognition Labs, and the capabilities of Claude 3 by Anthropic, which demonstrated a form of meta-awareness.

Takeaways

  • 📜 The European Parliament has passed the AI Act, the world's largest regulation on artificial intelligence, which will allow complaints about poorly functioning or discriminatory models.
  • 🚀 Elon Musk is suing OpenAI, claiming the company has strayed from its initial ideals of creating open-source AI to benefit humanity, rather than focusing solely on profits.
  • 🤖 OpenAI's shift to a for-profit model was due to the realization that developing AGI (Artificial General Intelligence) is financially unfeasible without significant funding, even with Elon Musk's support.
  • 💡 OpenAI's initial strategy was to attract top talent with promises of openness, but as they got closer to achieving AGI, their operations became less transparent.
  • 🔍 A Reddit user discovered information about the non-existent GPT-4.5 Turbo on Bing, indicating that it might be a rumor or a mistake.
  • 🎥 Sora, a model capable of generating incredibly realistic videos from text, has been officially presented by OpenAI, impressing many but raising ethical and legal questions.
  • 🤖 The concept of 'model distillation' is introduced as a method to extract knowledge from AI models, which has ethical implications and highlights the struggle of law to keep up with technological advancements.
  • 💸 The cost of training AI models is high, and companies go to great lengths to protect their secrets, but a small investment can potentially extract significant information from these models.
  • 🛑 Midjourney temporarily halted operations, which appeared to be a DDoS attack but was allegedly an attempt by StabilityAI to scrape information, leading to a block on StabilityAI employees.
  • 👨‍💻 Cognition Labs has created Devin, the first synthetic and autonomous programmer, capable of understanding tasks, writing code, and debugging, with a success rate significantly higher than other large language models.
  • 🤖 Anthropic's Claude 3 has demonstrated a level of 'meta-awareness,' monitoring its internal processes and raising discussions about the potential for AI to develop a sense of self, although experts caution this is far from true consciousness.

Q & A

  • What major AI regulation was recently passed by the European Parliament?

    -The AI Act, which is the largest regulation of artificial intelligence in the world, has been voted on and passed by the European Parliament.

  • What is Elon Musk's issue with OpenAI?

    -Elon Musk has decided to sue OpenAI because he believes the company has deviated from its initially declared ideals and misled investors. Initially, OpenAI promised to create open-source artificial intelligence to advance humanity, not just generate profits.

  • What was OpenAI's original goal that Elon Musk supported?

    -OpenAI's original goal, supported by Elon Musk, was to create artificial general intelligence (AGI), which is a significant challenge, and to push forward the development of humanity.

  • What was the financial reality that led OpenAI to change its model?

    -OpenAI realized that creating AGI is financially unattainable, even with Elon Musk's help, as it requires billions of dollars in annual funding. This led to the decision to transition to a for-profit model to finance further development.

  • What did Elon Musk suggest as an alternative to OpenAI's for-profit model?

    -Elon Musk suggested merging with Tesla, but the collaboration did not materialize, leading Musk to create his own competition for closed models of large corporations.

  • What was the Reddit user's discovery about the non-existent GPT-4.5 Turbo?

    -A Reddit user found an indexed blog post on Bing about the non-existent GPT-4.5 Turbo. The post suggested that version 4.5 would have a context of 256k, twice as much as the current version 4, and its knowledge would be up to date as of July of the current year.

  • What is Sora, the model presented by OpenAI?

    -Sora is a model developed by OpenAI that can generate incredibly realistic videos from text. The level of detail is so impressive that even Will Smith recorded himself eating spaghetti and posted the video on Instagram.

  • What ethical concerns were raised about the Sora model?

    -There are concerns about the data on which the Sora model was trained. While OpenAI's Chief Technical Officer, Mira Murati, stated that the model was trained only on publicly available or licensed data, there are doubts about the specifics, such as whether this includes data from platforms like YouTube, Facebook, and Instagram.

  • How can one steal a language model?

    -One can steal a language model through a method called model distillation, which involves making numerous queries to the model to progressively extract the accumulated knowledge from it.

  • What happened to Midjourney during its operational break?

    -Midjourney experienced an operational break that appeared to be an attack, possibly a DDoS attack, but it was not confirmed. It is speculated that StabilityAI, the creators of Stable Diffusion, tried to scrape information from Midjourney's model, leading to the paralysis of Midjourney.

  • What is Devin, the synthetic and autonomous programmer created by Cognition Labs?

    -Devin is the first synthetic and autonomous programmer created by Cognition Labs. It can be given a task, and it will develop a step-by-step plan to solve the problem, write scripts, use available APIs, and debug any issues that arise during programming.

  • What recent achievement did the Claude 3 model by Anthropic demonstrate?

    -The Claude 3 model by Anthropic demonstrated a form of meta-awareness, which means it has the ability to monitor its internal processes, suggesting a level of self-reflection about its actions.

  • How can one utilize Amazon's text field to get free AI assistance?

    -One can use the text field on Amazon's website to ask questions and receive answers for free. The field is not checked in any way, allowing users to get assistance without using their own tokens.

Outlines

00:00

📰 AI Act Passes in European Parliament

The European Parliament has passed the AI Act, the world's largest regulation on artificial intelligence. While this allows for complaints about malfunctioning or discriminatory AI models, full implementation is still a long way off. The discussion then turns to Elon Musk's lawsuit against OpenAI for straying from its initial ideals of creating open-source AI to benefit humanity, rather than focusing solely on profits. Musk, an early sponsor of OpenAI, demands the public release of all company creations, including the latest GPT-4 model. OpenAI's response highlights the financial challenges of pursuing general AI and the necessity of a for-profit model to fund development. The segment also touches on the potential tax implications for non-profit organizations and the ethical and legal complexities surrounding the 'theft' of AI models.

05:02

🔍 The Ethics of AI Model Extraction

The concept of 'distillation' is introduced as a method to extract knowledge from AI models, which involves making numerous queries to draw out the accumulated knowledge. Google specialists have researched this process and published a paper titled 'Stealing Your Production Model's Language.' They successfully extracted information from OpenAI's ChatGPT and their own PaLM-2 model at a low cost, raising ethical concerns about such practices. The segment also discusses a suspected data scraping attempt by StabilityAI on Midjourney, leading to a temporary service disruption. Additionally, Cognition Labs announces the creation of Devin, a synthetic and autonomous programmer capable of understanding and solving programming tasks, and Anthropic's Claude 3 model demonstrates a level of meta-awareness by monitoring its internal processes.

10:04

🧠 Claude 3 Opus and AI's Capacity for Context

The discussion focuses on AI's ability to process a wide context and maintain memory without confusion, using the example of identifying anomalies in long texts. Claude 3 Opus is highlighted for its ability to detect irrelevant content within programming and startup documents, suggesting a level of meta-awareness. While some view this as a step towards AI consciousness, experts caution that true self-awareness in AI is still far off. The segment concludes with a mention of Amazon's unmonitored text field on their website, which allows users to ask questions and receive answers for free, and an invitation to AI_Devs 2: Reloaded, a training program for building applications with large language models.

Mindmap

Keywords

💡AI Act

The AI Act refers to the largest global regulation of artificial intelligence, which has been voted on by the European Parliament. This act is significant in the video as it represents a major legislative step towards governing AI technologies and ensuring accountability for AI models that may function poorly or discriminate.

💡OpenAI

OpenAI is an artificial intelligence research organization that aims to ensure that artificial general intelligence (AGI) benefits all of humanity. In the video, OpenAI is central to several topics, including Elon Musk's lawsuit against the organization for deviating from its original ideals and the discussion around the transparency of their operations and models like GPT-4.

💡Elon Musk

Elon Musk is a renowned entrepreneur and CEO who has been involved in various high-profile technology companies like Tesla and SpaceX. In the context of the video, Musk is suing OpenAI because he believes the company has strayed from its initial open-source ideals and misled investors. He was one of the early sponsors of OpenAI and is now demanding the public release of all the company's creations, including the latest GPT-4 model.

💡GPT-4

GPT-4 is the latest model of the Generative Pre-trained Transformer, an AI language model developed by OpenAI. It represents a significant advancement in AI technology, with capabilities beyond its predecessors. The video discusses the potential release of this model and the controversy surrounding it, including Musk's demand for its public disclosure.

💡Regulation

Regulation in the context of the video pertains to the governance and control of AI technologies to ensure ethical standards and prevent misuse. The AI Act mentioned in the script is an example of such regulation, aiming to provide a legal framework for AI applications and their impact on society.

💡Artificial General Intelligence (AGI)

Artificial General Intelligence (AGI) refers to AI systems that possess the ability to understand, learn, and apply knowledge across a wide range of tasks, much like a human being. In the video, OpenAI's initial goal was to create AGI to advance humanity, but they faced financial and practical challenges that led them to adopt a for-profit model to sustain their research and development efforts.

💡Model for-profit

A for-profit model is a business approach where a company generates revenue primarily through the sale of products or services. In the context of the video, OpenAI transitioned from an open-source model to a for-profit model to finance the development of AGI. This shift was driven by the realization that achieving AGI would require significant financial resources beyond what could be sustained through non-profit means.

💡Data privacy

Data privacy refers to the protection of personal and sensitive information from unauthorized access, use, or disclosure. In the video, the topic of data privacy is touched upon in relation to AI models like Sora, which generates realistic videos from text, and the potential implications of using such models on publicly available or licensed data.

💡Model extraction

Model extraction, also known as model distillation, is the process of extracting knowledge from a trained AI model. This can be done by making numerous queries to the model and gradually extracting the accumulated knowledge. In the video, it is mentioned as a method that allows for the unauthorized acquisition of model knowledge, raising concerns about the security and intellectual property rights of AI developers.

💡Midjourney

Midjourney is an AI model that was reportedly targeted by a competitor, StabilityAI, in an attempt to extract information, which led to a temporary service disruption. The incident illustrates the competitive landscape in the AI industry and the potential for unethical practices in the pursuit of technological advancement.

💡Synthetic programmer

A synthetic programmer is an AI system designed to perform programming tasks autonomously. In the video, Cognition Labs announces the creation of Devin, a synthetic programmer capable of understanding project requirements, writing scripts, utilizing APIs, and debugging code, all within an isolated environment that does not disrupt other systems.

💡Claude 3 Opus

Claude 3 Opus is an advanced version of the AI model developed by Anthropic, a French company. The model has gained attention for exhibiting a level of meta-awareness, which suggests an ability to monitor and reflect on its own internal processes. This is a significant development in AI, indicating a potential step towards more sophisticated cognitive capabilities.

Highlights

The European Parliament has passed the AI Act, the world's largest regulation on artificial intelligence.

Complaints can now be filed against malfunctioning or discriminatory AI models, but full implementation is still a long way off.

Elon Musk is suing OpenAI, claiming the company has deviated from its original ideals and misled investors.

OpenAI was initially promised by Elon to be more open-source to advance humanity, not just generate profits.

Musk demands the public release of everything OpenAI has created, including the latest GPT-4 model.

OpenAI's response cites the financial unfeasibility of creating AGI (Artificial General Intelligence) without a for-profit model.

Elon Musk's suggestion to merge OpenAI with Tesla did not come to fruition, leading him to create his own competition.

OpenAI's statement implies they knew openness would attract top talent, but as they got closer to AGI, their actions became less transparent.

There are concerns about the tax benefits of non-profit organizations and whether OpenAI's initial stance was a tax optimization strategy.

A Reddit user found information on the non-existent GPT-4.5 Turbo, indicating potential leaks or mistakes from OpenAI.

Sora, a model capable of generating incredibly realistic videos from text, has been officially presented.

The Wall Street Journal interviewed Mira Murati, CTO of OpenAI, about the data Sora was trained on, raising ethical questions.

The law is struggling to keep up with technology, as seen with the concept of stealing a language model through a method called model distillation.

Google specialists published a study on 'Theft of a Production Language Model', detailing how to extract information from models like PaLM-2 and ChatGPT.

Midjourney suffered an outage, rumored to be due to a DDoS attack, but it was allegedly caused by StabilityAI trying to scrape information.

Cognition Labs has created the first synthetic, autonomous programmer, Devin, capable of solving problems and debugging code.

Devin can work on open-source projects, solving 14% of assigned tasks without guidance, outperforming other large language models.

Anthropic's third version of Claude, Claude 3 Opus, has demonstrated a form of meta-awareness, monitoring its internal processes.

Amazon has introduced a text field on their website that provides answers to queries without any checks, offering free AI assistance.

AI_Devs 2: Reloaded training is starting on March 18, focusing on building applications with large language models.

The AI Act, Elon Musk's lawsuit against OpenAI, and the creation of synthetic programmers like Devin are significant developments in the AI field.

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