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Representation Engineering (Activation Hacking) (Practical AI #258)
Feb 28, 2024
43:36
Snipd AI
Dive into the concept of 'Activation Hacking' and 'Representation Engineering' in AI models, discussing control mechanisms and generating specific responses. Explore OpenAI's Sora model for realistic videos from text and Google's Gemma release. Learn about automating coding tasks and the importance of staying updated on new representation learning techniques.
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Quick takeaways
- Activation hacking involves influencing AI responses via control vectors without changing model weights.
- OpenAI's Sora model advances hyper-realistic video generation from text, sparking ethical discussions in multimedia creation.
Deep dives
Hackathon Project Using Laura for Disaster Relief Communication
During a hackathon at Stanford, a project called Meshwork utilized Laura, a long-range radio device, in a mesh network for disaster relief communication. They dropped these devices in the field to send transcribed audio commands to a command center. The system parsed the text, tagged keywords, and created a command control interface for organizing responses efficiently.
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