Top 10 alignmentforum.org Wettbewerber

lesswrong.com

A community blog devoted to refining the art of rationality

arxiv.org

A system of non-tradable credits that flow between individuals like karma, hence proposed under that name, is a mechanism for repeated resource allocation that comes with attractive efficiency and fairness properties, in theory. In this study, we test karma in an online experiment in which human subjects repeatedly compete for a resource with time-varying and stochastic individual preferences or urgency to acquire the resource. We confirm that karma has significant and sustained welfare benefits even in a population with no prior training. We identify mechanism usage in contexts with sporadic high urgency, more so than with frequent moderate urgency, and implemented as a simple (binary) karma bidding scheme as particularly effective for welfare improvements: relatively larger aggregate efficiency gains are realized that are (almost) Pareto superior. These findings provide guidance for further testing and for future implementation plans of such mechanisms in the real world.

transformer-circuits.pub

We investigate the internal mechanisms used by Claude 3.5 Haiku — Anthropic's lightweight production model — in a variety of contexts, using our circuit tracing methodology.

matsprogram.org

Winter 2024

ai-2027.com

A research-backed AI scenario forecast.

anthropic.com

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

openreview.net

Promoting openness in scientific communication and the peer-review process

80000hours.org

We took 10 years of research and what we've learned from advising 1,000+ people on how to build high-impact careers, compressed that into an eight-week course to create your career plan, and then compressed that into this three-page summary of the main points. (It's especially aimed at people who want a career that's both satisfying and has a significant positive impact, but much of the advice applies to all career decisions.) 1. Use these factors to clarify what a successful career looks like.

lilianweng.github.io

[Updated on 2020-02-03: mentioning PCG in the “Task-Specific Curriculum” section. [Updated on 2020-02-04: Add a new “curriculum through distillation” section.