My research investigates the emergent inference capabilities within LLMs by utilizing semantic prompt engineering. Traditional prompt engineering, limited by next-token prediction and reliance on natural language, fails to fully leverage the potential of LLMs.
Contemporary LLMs function within complex latent spaces, encoding intricate relationships between linguistic structures, semantic hierarchies, and contextual embeddings. Semantic prompt design transcends the limitations of natural language by embedding abstract semantic anchors and hierarchical contexts, thereby unlocking the model’s capacity for synthesis, generalization, and semantic coherence. This approach facilitates a shift from deterministic, token-based prediction to inference-driven reasoning, enabling context-aware, adaptive interactions that align with the expansive potential of modern LLMs.
To finalize my research on reasoning models, I am requesting two weeks of access to o1 and/or o3 models. I am willing to purchase O1 and/or O3 credits if necessary.
Man, here are literally about 1 million researchers who research this stuff. Go to https://platform.openai.com/ → create an account and add the required 250 bucks which will put you into the waitlist… from then it will take a minimum of 14 days which could also extend to 2-3 months.
It might as well happen that OpenAI decides to roll out the model to lower Tiers (you go up in Tierlevels when you spend money on your research).
So if you don’t have an account yet chances are good that you might get access to o3-mini even earlier without spending that much.
So I would just wait. There is nothing you can do to speed up this process that doesn’t cost a lot of money (you will have to become Enterprise Partner I guess).
But there is another possibility: you can get an Azure Account and request o3-mini there. Which also has no guarantee that it works.
Thank you for your assistance. I have an API account and have tested it on GPT4[*] and most other modern LLMs. I hope to include OpenAI API 01/03, but it is not a requirement. As the research is publish stage, I will pursue the 250 and azure path.
Note, as you might expect, researchers perform a structural review of current and related work, so to say that “1 million researchers research this stuff” would be a bold, uninformed, and false statement.