Top 10 distill.pub Wettbewerber

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.

huggingface.co

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

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.

colah.github.io

A list of advantages that make understanding artificial nerural networks much easier than biological ones.

neptune.ai

Monitor thousands of per-layer metrics—losses, gradients, and activations—at any scale. Visualize them with no lag and no missed spikes. Drill down into logs and debug training issues fast.

openreview.net

Promoting openness in scientific communication and the peer-review process

thegradient.pub

The Gradient is a 501(c)(3) non-profit and is run by volunteer efforts from the editorial team. We greatly appreciate any donations, which will help us cover hosting costs and other expenses without relying on ads or paywalls while working towards our mission of being a platform for writing

lvdmaaten.github.io

Laurens van der Maaten

tkipf.github.io

Many important real-world datasets come in the form of graphs or networks: social networks, knowledge graphs, protein-interaction networks, the World Wide Web, etc. (just to name a few). Yet, until recently, very little attention has been devoted to the generalization of neural...