OpenAI has raised tens of billions of dollars to develop AI technologies that are changing the world.During last week's International Telecommunication Union AI for Good Global Summit in Geneva, Switzerland, OpenAI CEO Sam Altman was stumped after being asked how his company's large language models really function under the hood.
But try as they might, tracing back the output to the original material the AI was trained on has proved extremely difficult. OpenAI, despite the company'scommissioned by the UK government that AI developers "understand little about how their systems operate" and that scientific knowledge is "very limited."
Other AI companies are trying to find new ways to "open the black box" by mapping the artificial neurons of their algorithms. For instance, OpenAI competitor Anthropic recently took a detailed look at the inner workings of one of its latest LLMs called Claude Sonnet as a first step. "But the work has really just begun," the company admitted. "The features we found represent a small subset of all the concepts learned by the model during training, and finding a full set of features using our current techniques would be cost-prohibitive."it uses them; even though we have the features, we still need to find the circuits they are involved in," Anthropic wrote.
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