“Now we have this full machinery, the full loop that’s completed with this reinforcement learning. … This is why we are able to outperform human prompt engineering.” —Vasudev Lal, Intel Labs (View Highlight) #✂️ #👻 ai highlighted

Lal’s team created a tool called NeuroPrompts that takes a simple input prompt, such as ‘boy on a horse’, and automatically enhances it to produce a better picture. To do this, they started with a range of prompts generated by human prompt engineering experts. They then trained a language model to transform simple prompts into these expert-level prompts. On top of that, they used reinforcement learning to optimize these prompts to create more aesthetically pleasing images, as rated by yet another machine learning model, PickScore, a recently developed image evaluation tool. (View Highlight) #✂️ #👻 ai highlighted

Whether the job titles will be “prompt engineer,” “LLMOps engineer,” or something new entirely, the nature of the job will continue evolving quickly. “Maybe we’re calling them prompt engineers today,” Lal says, “But I think the nature of that interaction will just keep on changing as AI models also keep changing.” (View Highlight) #✂️ #👻 ai highlighted

“Now we have this full machinery, the full loop that’s completed with this reinforcement learning. … This is why we are able to outperform human prompt engineering.” —Vasudev Lal, Intel Labs (View Highlight) #✂️ #👻 ai highlighted

Lal’s team created a tool called NeuroPrompts that takes a simple input prompt, such as ‘boy on a horse’, and automatically enhances it to produce a better picture. To do this, they started with a range of prompts generated by human prompt engineering experts. They then trained a language model to transform simple prompts into these expert-level prompts. On top of that, they used reinforcement learning to optimize these prompts to create more aesthetically pleasing images, as rated by yet another machine learning model, PickScore, a recently developed image evaluation tool. (View Highlight) #✂️ #👻 ai highlighted

Whether the job titles will be “prompt engineer,” “LLMOps engineer,” or something new entirely, the nature of the job will continue evolving quickly. “Maybe we’re calling them prompt engineers today,” Lal says, “But I think the nature of that interaction will just keep on changing as AI models also keep changing.” (View Highlight) #✂️ #👻 ai highlighted