The article critically examines the Lean4 system, highlighting that it is not an ideal formal certificate machine and has significant issues. The author mentions the existence of proofs that could be accepted as bugs and warns about the potential risks associated with trusting Lean4 certificates.
The chart will appear after repeat observations. The current metric comes from the source.
53 source pointsReal observations only. History before source connection is not reconstructed.
It's important to critically assess trust in formal systems, especially if they are in development and have known issues.
The text discusses the debate between 'Alignment Engineering' and 'Misalignment Science' in AI alignment research, highlighting concerns that current alignment methods might inadvertently accelerate capabilities development, increasing risks of rapid technological growth. It questions the opportunity costs of focusing on alignment engineering and proposes a shift towards 'Misalignment Science' as a more robust approach.
4 days agoLessWrongThe article discusses the distinction between AGI-pilled and ASI-pilled individuals, as well as challenges related to the potential superiority of artificial intelligence over humans. The author expresses concern about the future of freedom and democracy in the context of rapid technological development.
yesterdayLessWrongThe text discusses the process of applying to AI safety fellowships and jobs, emphasizing the importance of clearly communicating skills. It highlights the challenges of application processes being noisy and the need to avoid overfitting to the process while showcasing genuine abilities.
6 days agoLessWrongThis document provides an overview of monitoring practices for internally deployed agents at frontier AI companies, focusing on OpenAI (OAI), Anthropic, and Google DeepMind (GDM). It highlights that most monitoring is done asynchronously, with some real-time automated classifiers used for agent actions. However, there is limited public information about GDM's specific practices, as much of the data comes from their control roadmap, which outlines suggestions rather than confirmed implementations.
2 days agoLessWrongThe article discusses whether OpenAI's recent mathematical results demonstrate a form of creativity that goes beyond brute-force methods, suggesting that while AIs are improving at solving complex problems, they may still lack the ability to form new concepts and apply them efficiently. The text raises questions about the nature of the creativity involved in these proofs and whether they represent a significant breakthrough akin to historical examples like AlphaGo's Move 37.
yesterdayLessWrongThe article discusses the challenge of defining safety research in AI, noting that capabilities research can also contribute to safety by expanding the Pareto frontier of safety and usefulness. It highlights that while improving safety without reducing usefulness is a key goal, some research may inadvertently encourage developers to prioritize capabilities over safety. The text explores scenarios where capabilities research could enhance safety under specific political conditions, but emphasizes the complexity of distinguishing between safety and capabilities research.
6 days ago