As a tangent to my question, I wonder how many AI companies are already using RLAIF and not even aware of it. From a recent WSJ story:
Early last year, Meta Platforms asked the startup to create 27,000 question-and-answer pairs to help train its AI chatbots on Instagram and Facebook.
When Meta researchers received the data, they spotted something odd. Many answers sounded the same, or began with the phrase “as an AI language model…” It turns out the contractors had used ChatGPT to write-up their responses—a complete violation of Scale’s raison d’être.
So they detected the cheating that time, but in RLHF how would they know if contractors used AI to select which of two AI responses is more preferred?
BTW here’s a poem(?) I wrote for Twitter, actually before coming across the above story:
The people try to align the board. The board tries to align the CEO. The CEO tries to align the managers. The managers try to align the employees. The employees try to align the contractors. The contractors sneak the work off to the AI. The AI tries to align the AI.
As a tangent to my question, I wonder how many AI companies are already using RLAIF and not even aware of it. From a recent WSJ story:
So they detected the cheating that time, but in RLHF how would they know if contractors used AI to select which of two AI responses is more preferred?
BTW here’s a poem(?) I wrote for Twitter, actually before coming across the above story:
yyyep