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[QA] Improving Alignment and Robustness with Short Circuiting
Manage episode 422622377 series 3524393
Novel approach "short-circuits" AI models to prevent harmful outputs, outperforming refusal and adversarial training. Effective for text and multimodal models, even against powerful attacks.
https://arxiv.org/abs//2406.04313
YouTube: https://www.youtube.com/@ArxivPapers
TikTok: https://www.tiktok.com/@arxiv_papers
Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016
Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1476 episodes
Manage episode 422622377 series 3524393
Novel approach "short-circuits" AI models to prevent harmful outputs, outperforming refusal and adversarial training. Effective for text and multimodal models, even against powerful attacks.
https://arxiv.org/abs//2406.04313
YouTube: https://www.youtube.com/@ArxivPapers
TikTok: https://www.tiktok.com/@arxiv_papers
Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016
Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1476 episodes
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