Researchers from AWS AI Labs and USC Propose DeAL: A Machine Learning Framework that Allows the User to Customize Reward Functions and Enables Decoding-Time Alignment of LLMs

A crucial challenge at the core of the advancements in large language models (LLMs) is ensuring that their outputs align with human ethical standards and intentions. Despite their sophistication, these models can generate content that can be technically accurate but may not align with specific user expectations or societal norms. This misalignment highlights the need […]

The post Researchers from AWS AI Labs and USC Propose DeAL: A Machine Learning Framework that Allows the User to Customize Reward Functions and …

ai labs ai shorts alignment applications artificial intelligence aws aws ai challenge core deal decoding editors pick ethical framework functions generate human labs language language model language models large language large language model large language models llms machine machine learning researchers staff standards tech news technology usc