What does it mean when its reported that openAI is close to solving a millennial prize problem?

A user on reddit.com's dev_community forum questioned the meaning of reports stating that OpenAI is close to solving a "millennial prize problem." The user expressed confusion about how proximity to a solution can be determined for complex problems whose solutions are currently unknown.