OpenAI's new model, strawberry,is set to revolutionize industry with its advanced reasoning and analytical capabilities, differing from previous models by taking longer to process complex queires.
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00:00So, OpenAI is on the verge of releasing its latest model, codenamed Strawberry, and it
00:08looks like it's coming sooner than we thought, within the next two weeks.
00:11In this video, we'll break down what makes Strawberry unique, including its new approach
00:16to reasoning and how it differs from previous models.
00:18We'll cover its technical specs, how it integrates with chat GPT, and potential pricing
00:24changes.
00:25Plus, we'll explore the challenges Strawberry might face and its intriguing backstory, including
00:29its connection to Artificial General Intelligence and the STAR method.
00:33We'll also talk about the latest rumors and speculations about its future features
00:37and applications, so stick around to get the full scoop on OpenAI's exciting new AI model.
00:43To kick things off, let's unpack what Strawberry is all about.
00:47It's OpenAI's newest AI model, and it's designed to bring a new level of reasoning
00:51and problem-solving to the table.
00:54Originally slated for a fall release, this model is now set to launch ahead of schedule,
00:58and the tech community is buzzing with anticipation.
01:01Unlike its predecessors, Strawberry is not just about generating answers quickly.
01:06It's built to focus heavily on reasoning and analytical thinking.
01:09While previous models like GPT-4 and GPT-4.0 are known for their rapid responses, Strawberry
01:15takes a more deliberate approach.
01:17It's designed to spend between 10 and 20 seconds processing a question before delivering
01:22a response.
01:23This might sound slow, but the idea is that this extra time allows for more accurate and
01:28thoughtful answers, especially for complex problems.
01:31But why would an AI model purposely take longer to respond?
01:35The reason is pretty intriguing.
01:37By taking its time, Strawberry aims to reduce the chance of errors and improve the quality
01:41of its responses.
01:43For tasks that involve multi-step reasoning, like solving intricate math problems, generating
01:48detailed business plans, or even programming, this approach could significantly enhance
01:53performance.
01:54Now, the model is set to be integrated into OpenAI's chat GPT platform, but will function
02:00as a standalone option within it.
02:02This means that users will have the ability to select Strawberry from a list of models
02:07in the chat GPT interface.
02:09Although the exact details on how users will access Strawberry haven't been confirmed
02:13yet, it's expected that users will choose it based on their specific needs.
02:17Regarding pricing, Strawberry is rumored to have a unique structure compared to existing
02:22GPT models.
02:23Instead of being available for free or through a subscription model, it might introduce a
02:28pricing tier that limits the number of messages users can send per hour.
02:32There's speculation that there could also be a premium option for those who want faster
02:37responses or additional features.
02:39Existing chat GPT subscribers are likely to get early access before it becomes available
02:44to free users.
02:45Despite its advanced features, Strawberry is not without its limitations.
02:48For starters, it will only handle text-based queries at launch.
02:52This is a step back from GPT 4.0, which has multi-modal capabilities and can process both
02:57text and images.
02:59Some early testers have reported that Strawberry's slower response time for simpler queries might
03:04not always justify the wait.
03:06Additionally, while Strawberry is designed to remember past conversations for more personalized
03:10interactions, it has struggled with consistency in this regard.
03:14One of the significant challenges this model faces is balancing its reasoning capabilities
03:18with user experience.
03:20The extended processing time, while beneficial for complex queries, may lead to frustrations
03:25for users accustomed to quicker responses.
03:27Moreover, the model's performance in maintaining context over longer conversations is still
03:33under evaluation, which could affect its overall utility in practical applications.
03:38Now, before Strawberry was officially named, it was known as Q or Q-Star.
03:44The development of this model was surrounded by some dramatic events at OpenAI.
03:49Just before OpenAI CEO Sam Altman was briefly ousted last year, Q was a major point of
03:54contention.
03:55Certain researchers within OpenAI were concerned that Q represented a significant leap towards
04:00creating Artificial General Intelligence.
04:03They feared that the rapid development of such advanced models could lead to unforeseen
04:07risks and challenges.
04:09AGI, or Artificial General Intelligence, refers to an AI that can understand, learn, and apply
04:14knowledge across a wide range of tasks, much like a human.
04:17The concept of AGI raises both excitement and concern because, while it promises tremendous
04:23advancements, it also comes with potential risks.
04:26There is speculation that AGI could evolve in unpredictable ways, potentially leading
04:31to scenarios reminiscent of science fiction, like Skynet from the Terminator movies.
04:35The fear is that if AGI systems become too advanced too quickly, they could result in
04:40unintended consequences.
04:42Now, one of the key features of Strawberry is its use of what's known as System 2 thinking.
04:47This concept, introduced by psychologist Daniel Kahneman in his book Thinking, Fast and Slow,
04:52describes a slow, deliberate mode of thinking.
04:55It contrasts with System 1 thinking, which is fast, intuitive, and often emotional.
05:00Strawberry's approach to processing information aligns with System 2, aiming for thorough
05:05analysis and reasoning before providing a response.
05:09This method is intended to enhance accuracy and reduce errors, particularly in tasks,
05:15that require a deeper level of thought.
05:16Okay, now there's a notable connection between Strawberry and a concept known as STAR, or
05:21Self-Taught Reasoner.
05:23STAR is a method designed to improve the reasoning abilities of AI models through a process of
05:27iterative learning and self-improvement.
05:30The core idea behind STAR is to use a small set of examples that demonstrate step-by-step
05:36reasoning and then apply this knowledge to a larger dataset.
05:40Here's how STAR works.
05:41It starts by using a small set of examples that clearly demonstrate step-by-step reasoning.
05:46The model then applies this foundational knowledge to a much larger dataset.
05:50This process begins with generating rationales for a broader range of questions.
05:54Next, these rationales are carefully filtered to ensure accuracy, keeping only those that
05:59lead to correct answers.
06:01The model is then fine-tuned based on these refined rationales, enhancing its ability
06:06to produce accurate responses.
06:08This iterative process repeats, allowing the AI to learn from its own reasoning and progressively
06:14improve over time.
06:16There's also an optional step called rationalization, where if the model answers a question incorrectly,
06:21it's given hints and asked to generate a correct rationale.
06:25This helps it learn from its mistakes and refine its reasoning even further.
06:30The way STAR enhances reasoning through this self-learning approach might be playing a
06:33significant role in the development of STRAWBERRY.
06:36It's likely helping STRAWBERRY achieve its advanced reasoning capabilities, making it
06:40a more powerful and effective AI model.
06:43Now, as with any major tech release, there are plenty of rumors and speculation swirling
06:47around STRAWBERRY.
06:49Some industry insiders are suggesting that STRAWBERRY's advanced reasoning capabilities
06:53might be just the beginning.
06:55There are whispers about potential features and updates that could come post-launch.
07:00For example, some believe that future iterations of STRAWBERRY might include multimodal capabilities,
07:06allowing it to process not just text, but also images, audio, and possibly even video.
07:13There's also speculation about the potential integration of STRAWBERRY with other AI models.
07:19Some sources hint that OpenAI might be working on combining STRAWBERRY with other projects
07:23like Orion to create even more powerful and versatile AI systems.
07:28Orion, which has been in development alongside STRAWBERRY, is rumored to be a next-generation
07:33language model with synthetic data derived from STRAWBERRY's capabilities.
07:38Training a model like STRAWBERRY involves significant investment.
07:41For context, training GPT-4 reportedly cost over $100 million.
07:46As AI models become more advanced and complex, the costs associated with their development
07:51are skyrocketing.
07:53Some estimates suggest that future models could cost hundreds of millions or even billions
07:57of dollars to train.
07:58This raises important questions about the sustainability and return on investment for
08:02AI companies.
08:04As the industry moves forward, there will be increasing pressure to demonstrate the
08:07practical value and impact of these high-cost models.
08:12OpenAI in particular will need to balance the investment in cutting-edge technology
08:16with tangible benefits for users and businesses.
08:20STRAWBERRY is clearly a big step forward in the quest for smarter and more advanced
08:23AI systems.
08:25Whether it will live up to the hype remains to be seen, but it's clear that OpenAI is
08:29aiming high with this.
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08:52Bye!