Musings on the Alignment Problem
Jan Leike| Platform |  | Pricing | Only free issues | Publishes | Infrequently |
|---|---|---|---|---|---|
| Issues | 12 | Subscribers | Read | aligned.substack.com |
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Crisp and fuzzy tasks
This is a taxonomy for task space that I find useful when thinking about what we need to do to solve alignment.
Two alignment threat models
Misalignments in models typically fall somewhere between the two ends of this spectrum:
Combining weak-to-strong generalization with scalable oversight
The idea behind our latest paper on weak-to-strong generalization (W2SG) is that we finetune a large pretrained model to generalize well from supervision that is weaker (less accurate) than this large model. In the paper we use weak supervi...
Self-exfiltration is a key dangerous capability
Recently a number of projects have emerged on measuring LLM capabilities on a number of tasks that imply high risk, such as:
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