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#ai #google #deepmind
So today, DeepMind drops a new paper, an early warning system for novel AI risk. New research proposes a framework for evaluating general purpose models against novel threats. There’s some pretty big implications here.
RELATED VIDEOS:
“We have no moat” – Google
https://www.youtube.com/watch?v=h5C7pxQ8wY0
Tree of Thoughts
https://youtu.be/BrjAt-wvEXI
Governance of Superintelligence by OpenAI
https://youtu.be/EX6UuNIpI04
LINKS:
Jack Clark Twitter:
https://twitter.com/jackclarksf
GPT-4 System Card
https://cdn.openai.com/papers/gpt-4-system-card.pdf
Tree of Thoughts:
https://arxiv.org/pdf/2305.10601.pdf
Governance of superintelligence
https://openai.com/blog/governance-of-superintelligence
OpenAI Hide and Seek
https://openai.com/research/emergent-tool-use
Live View of 25 AI Agents in a Village:
https://reverie.herokuapp.com/arXiv_Demo/
Less Wrong Post:
https://www.lesswrong.com/posts/FdQzArWhERh4YZqY9/deepmind-model-evaluation-for-extreme-risks
DeepMind Blog:
https://www.deepmind.com/blog/an-early-warning-system-for-novel-ai-risks
Model evaluation for extreme risks
https://arxiv.org/abs/2305.15324
TIMELINE:
[00:00] Intro
[00:31] Recap
[01:27] OpenAI Proposal
[02:21] Google DeepMind Paper
[04:46] Abrupt Emergence
[07:48] Existing Benchmarks
[09:08] “Frontier”
[13:35] Alignment Eval
[15:09] Dangerous Capabilities
[19:12] Safety Workflow
[21:25] Power Seeking AI
[24:05] Unknown Capabilities
[30:43] Hazards
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