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Are proofs the only guaranteed way to prevent AGI apocalypse????? (Paper Breakdown)
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Timestamps:
00:00 Introduction - The Path to Controllable AGI
00:23 The Changing Landscape of AGI Forecasting
01:10 The Limitations of Alignment Approaches
02:17 The Need for a Security Mindset
03:59 The Concept of Provably Compliant Systems
05:58 Proofs and Compliance in Hardware and Software
07:57 The Role of PCH Hardware in AGI Safety
09:58 The Potential of Proof Carrying Code
11:33 The Importance of Critical Infrastructure Security
13:32 The Challenges of Social Systems Modeling
15:33 The Role of AI in Algorithm and Knowledge Discovery
17:28 The Transition to Provably Compliant Systems
19:45 The Role of Regulations and Incentives
21:54 The Potential of Blockchain Technology
24:01 The Importance of Provable Cybersecurity
26:00 The Challenges of Formal Specification
28:09 The Role of AI in Verification and Proof Discovery
30:17 The Implications of Inscrutability in Neural Networks
32:25 The Power of Differentiability in Deep Learning
34:22 The Potential of Mechanistic Interpretability
36:28 The Need for Provable Compliance Governance
38:32 Addressing Concerns and Frequently Asked Questions
40:39 Conclusion - The Promise of Provable Safety in AGI
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