Re:We have reached an agreement in principle for Sam to retu...
by Zolde on Wednesday November 22, 2023 @02:56AM
(#38376288)
One big improvement is in synthetic data (data generated by LLMs).
GPT can "clone" the "semantic essence" of everyone who converses with it, generating new questions with prompts like "What interesting questions could this user also have asked, but didn't?" and then have an LLM answer it. This generates high-quality, novel, human-like, data.
For instance, cloning Paul Graham's essence, the LLM came up with "SubSimplify": A service that combines subscriptions to all the different streaming services into one customizable package, using a chat agent as a recommendation engine.
GPT can "clone" the "semantic essence" of everyone who converses with it, generating new questions with prompts like "What interesting questions could this user also have asked, but didn't?" and then have an LLM answer it. This generates high-quality, novel, human-like, data.
For instance, cloning Paul Graham's essence, the LLM came up with "SubSimplify": A service that combines subscriptions to all the different streaming services into one customizable package, using a chat agent as a recommendation engine.