80,000 Hours
Showing 16–19 of 19 transcripts.
- 1h 37m
China & AI: What we get wrong | Jeffrey Ding (2020)
Jeffrey Ding, lead China researcher at the Center for the Governance of AI at Oxford, challenges prevailing Western narratives by arguing that perceptions of China's AI dominance, a monolithic state apparatus, and an emerging AI arms race are often detached from empirical reality. Ding highlights that while the U.S. maintains strategic advantages in foundational research and open-source software, China's development follows a distinct historical trajectory shaped by fragmented local interests, specific industrial policies like the "Industrial Internet," and genuine domestic debates on AI safety and ethics. The analysis concludes that framing U.S.-China relations as a zero-sum cold war risks accelerating harmful decoupling and obscuring the complex, cross-border innovation networks that currently drive technological progress in both nations.
- 2h 7m
How to regulate cutting-edge AI models | Markus Anderljung (2023)
Markus Anderljung, Luisa Rodriguez, Rob, Marcus Andrew Young
The Center for the Governance of AI is mobilizing to address critical risks in frontier AI systems, such as emergent capabilities and autonomous agent loops, by advocating for a mandatory three-pillar regulatory framework covering licensing, external red-teaming, and compute governance. Driven by urgent momentum from major tech leaders and government bodies, this initiative proposes a flexible regime that mandates risk assessments and licensing for high-compute training to prevent dangerous deployment. Simultaneously, the organization is expanding its workforce by seeking interdisciplinary experts in policy, economics, and technical fields to help implement these safeguards and influence global standards.
- 2h 8m
Who's trying to steal AI models? And what could they do with them? | Sella Nevo
A comprehensive security analysis details the exponential risk of internal model weight leakage, where granting access to even fifty trusted employees creates a 63% probability of compromise, potentially allowing adversaries to bypass hundreds of millions in compute costs and disable safety guardrails. The briefing further classifies attacker capabilities into five tiers ranging from amateur opportunists to nation-state operations capable of executing supply chain attacks and exploiting physical side-channels, while identifying a critical global shortage of AI security personnel. Consequently, the presentation advocates for stringent centralized access controls, hardened inference interfaces, and confidential computing environments to mitigate the acute biosecurity and economic threats posed by unauthorized model extraction.
- 1h 22m
#29 - Dr Anders Sandberg on 3 new resolutions for the Fermi paradox & how to colonise the universe
Dr Anders Sandberg, Keiran Harris, Rob Weblin
Anders Sandberg and Toby Ord reframe the Fermi Paradox by replacing flawed point estimates with probability distributions, suggesting an 8% to 30% chance that humanity is the only intelligent life in the universe. Their analysis identifies an early "Great Filter" regarding the emergence of intelligence while evaluating speculative solutions like cosmic estivation or defensive berserker mechanisms that remain consistent with current astronomical silence. Beyond extraterrestrial speculation, the discussion establishes critical methodological lessons for risk assessment, urging reliance on multiple independent arguments to avoid catastrophic errors in predicting existential threats like pandemics or uncontrolled self-replicating technologies.