OpenAI's secret weapon 🍓 "Strawberry" seeks to crack the code of #AI reasoning
OpenAI, the company behind the popular ChatGPT language model, is reportedly making significant strides in artificial intelligence reasoning with a project codenamed "Strawberry." This project comes as various tech giants race to develop AI models with advanced reasoning capabilities.
Details about Strawberry are scarce, but internal documents reviewed by Reuters shed some light. The project revolves around a specialized post-training process applied to OpenAI's existing AI models. This post-training, potentially similar to Stanford's STaR method, focuses on enhancing the models' ability to conduct "deep research."
Deep research, according to the documents, entails the model's capacity to autonomously navigate the internet and gather information to complete complex tasks. This "long-horizon task" (LHT) capability has been a major hurdle for AI models, often leading to inaccurate information and illogical solutions.
Some experts, like Stanford's Noah Goodman (creator of STaR), believe such advancements could push AI beyond human-level reasoning, potentially leading to unforeseen consequences. However, there's disagreement within the AI research community. Yann LeCun of Meta, for example, doubts the ability of large language models (LLMs) to achieve true human-like reasoning.
OpenAI reportedly hopes Strawberry will empower its AI models to conduct independent research, potentially leading to breakthroughs in science and software development. The company has privately hinted to developers about this upcoming technology with significantly enhanced reasoning capabilities.
While Strawberry represents a significant step forward, many questions remain. The exact workings of the project are shrouded in secrecy, even within OpenAI. The nature of the "deep-research" dataset and the timeframe for extended periods are unknown. Additionally, the project's public availability remains uncertain.
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