It’s been over a year since ChatGPT was first released to the public, wowing us with its natural language skills.
But in the fast-paced world of AI, OpenAI isn’t alone in the spotlight. Competitors like Google’s Bard and Anthropic, along with Meta’s LLaMA, are pushing innovation forward.
As we look ahead to GPT-5, expectations are high. This article explores what we might expect, based on the progress of GPT-4 and other advancements in AI.
Keep in mind, much of this is speculation about an exciting yet uncertain future.
Let’s dig into what GPT-5 might bring.
What is GPT 5?
GPT-5 is the latest model in the Generative Pre-trained Transformer (GPT) series developed by OpenAI. These models are designed to understand and generate human-like text. GPT-5 builds on the success of its predecessors, which have pushed the boundaries of natural language processing (NLP) and generation.
The GPT series has been a game-changer in the field of machine learning and artificial intelligence. Each iteration has introduced improvements and new capabilities, leading to more sophisticated language models.
With GPT-5, we can expect further advancements in natural language processing, bringing us closer to AI systems that can truly understand and interact with human language.
Let’s look at the history of GPT models so far:
GPT-1
GPT-1, introduced in 2018, pioneered generative pre-training using a transformer architecture to improve natural language understanding. Despite not being publicly released, it laid the groundwork for future models.
GPT-2
GPT-2, released in 2019, marked a significant leap in text generation capabilities. It could generate short passages of text and was made publicly available, leading to widespread experimentation in the machine learning community.
GPT-3
GPT-3, released in 2020, was a major milestone with 100 times more parameters than GPT-2. This allowed it to generate longer and more coherent text, performing well across various tasks.
The introduction of ChatGPT, a variant of GPT-3.5 focused on conversations, showed its ability to generate human-like text and quickly gained popularity, reaching 100 million users in just two months.
GPT-4
GPT-4, the latest model, builds on its predecessors with a larger dataset and more parameters, improving natural language understanding and generation. It excels in generating coherent text over extended passages and shows better understanding in complex conversations.
GPT-4 also includes improvements in context understanding, factuality, and reducing biased or harmful content. The introduction of GPT-4 Turbo with Vision in November 2023 updated several features, further enhancing its capabilities.
GPT-5
So, GPT-5 likely represents the next version of the Generative Pre-trained Transformer.
Although information about the potential next iteration is scarce, we know that GPT-4 presented significant improvements over its predecessors, particularly in its capacity for logical reasoning.
Even though it remains unaware of events beyond April 2023, GPT-4 still boasts a more extensive general knowledge base and a deeper understanding of our world. So, everything so far indicates that GPT-5 will follow the same trend and improve the current GPT-4 model.
When to expect GPT-5 release?
During a January 2024 conversation between Sam Altman and Bill Gates, Gates learned that work had begun on GPT-5, but no specific release date was mentioned.
To predict when GPT-5 might launch, we can look at the development timeline of GPT-4. Despite OpenAI releasing GPT-4 shortly after ChatGPT, the entire process—from training to development and testing—spanned over two years.
If GPT-5 follows a similar timeline, we could expect its release by the end of 2025. However, this doesn’t mean that OpenAI will halt improvements to GPT-4.
It’s possible that an intermediate update, such as GPT-4.5, could be introduced before GPT-5, similar to the release of GPT-3.5.
What features could GPT-5 bring?
With its release potentially a year or two away, predictions about its features are based on current trends in the industry.
One major focus for GPT-5, according to the OpenAI team, will be enhancing its reasoning abilities and integrating video processing capabilities. This suggests that GPT-5 could be more adept at understanding context and handling multimedia content.
Parameter size
Another aspect to consider is the size of GPT-5. While the exact parameters of GPT-4 are not publicly known, there is a trend towards larger and more complex models.
GPT-5 could potentially have around 1.5 trillion parameters, pushing the boundaries of what current language models can achieve.
Better and accurate results
Improving accuracy is a big focus for the next GPT models. With each new version, like from GPT-1 to GPT-4, they’ve gotten a lot better at understanding and responding in a more natural way. GPT-5 will likely keep this trend going.
One way they do this is by using a bigger and more diverse set of data to train the model. This helps it learn more about how language works in different situations, so it can give better responses.
GPT-4 is already much more accurate than GPT-3, so we can expect GPT-5 to be even better at reducing errors and giving more lifelike interactions.
Autonomous agents
The shift from chatbots to fully autonomous agents is an exciting development. Picture being able to delegate mundane tasks or responsibilities to a GPT-powered app. This could soon be possible if OpenAI continues integrating third-party services. The introduction of Custom GPTs is just the beginning.
With this new capability, GPT-5 could seamlessly connect to different services and carry out tasks in the real world. It could act on behalf of users, completing tasks without constant human supervision. For example, we could instruct an autonomous agent to purchase groceries according to our specific dietary needs.
Multimodality
Multimodality, or the ability to process different types of information such as text, speech, images, and potentially videos, is an area where GPT-5 could really shine.
GPT-4 already handles speech and images, so adding video processing seems like the next logical step. Google’s Gemini model is already exploring this, so it’s likely that OpenAI will follow suit to stay competitive.
If GPT-5 improves its multimodal capabilities and adds video integration, it could change how we interact with AI. This could lead to more natural and versatile forms of communication.
Context window
One limitation of current models is the size of the context window they can consider when generating responses. With GPT-5 being trained on a larger dataset, it’s expected to have an expanded context window.
This means it can understand and refer to larger sections of text, resulting in more coherent and contextually relevant responses.
Cost effective
With the introduction of newer models like GPT-5, we can expect a decrease in the cost of using the OpenAI API. This would make technologies such as GPT-4 and GPT-3.5 more affordable and accessible to a wider range of users.
As these AI tools become more cost-effective, we could see a surge in innovation as developers and organizations integrate them into their applications. This democratization of access has the potential to empower developers to create more advanced AI applications, such as those for coding or research.
If you haven’t yet explored the OpenAI API, I recommend following atomcamp’s webinars to get started and see the possibilities it offers.
What is GPT-5?: Our Conclusion
While we’re excitedly anticipating concrete details about GPT-5, it’s important to remember that our current discussions are based on speculation and predictions. We’re drawing from historical trends in AI development, as well as clues shared by OpenAI’s team.
Based on past patterns, we might first see incremental updates like GPT-4.5 before the eventual release of GPT-5 in the medium term.
Regardless of the timeline, the evolution of the GPT series continues to spark our imagination, promising a future where AI’s potential knows no bounds.
If you’re eager to dive into exploring GPT models, consider starting with our data analysis with ChatGPT. If you’re already familiar with the model, our webinar on Using ChatGPT’s Advanced Data Analysis could be a great next step.
FAQs
Will there be GPT-5?
Yes, according to Mr. Altman, GPT-5 and its successor, GPT-6, are in development and are said to be superior to their predecessors. In a statement to the Financial Times in November, Mr. Altman confirmed that OpenAI is working on GPT-5, although he did not reveal a release date.
What is GPT-5?
GPT-5 aims to redefine AI by approaching AGI and improving accuracy. It focuses on multimodality and addressing challenges like cost-effectiveness and scalability. However, ethical concerns about responsible development remain prominent.
What is GPT-6?
GPT-6 marks a significant evolution in AI, introducing music generation capabilities. This feature opens up new creative applications, from composing music to generating innovative art forms.
What is the difference between GPT-4 and GPT-5?
The difference between GPT-4 and GPT-5 lies in their capabilities. While both are powerful language models, GPT-5 offers improved tasks-oriented understanding and the ability to work with audio, images, and videos, setting it apart from its predecessor.