Circuits
PulseAugur coverage of Circuits — every cluster mentioning Circuits across labs, papers, and developer communities, ranked by signal.
-
Paper analyzes transformer expressive power using circuit complexity
A new paper explores the expressive power of transformers, a core component in modern large language models (LLMs). The research frames transformer capabilities by comparing them to established models of computation, pa…
-
Mastodon User @negativepid Covers Diverse Tech and Cybersecurity Topics
This cluster aggregates several posts from the Mastodon account @negativepid, covering a diverse range of topics within technology and cybersecurity. The posts touch upon historical digital innovations like Ray Tomlinso…
-
Certification Hard for Transformers and Circuits
A new research paper explores the difficulty of certifying the exact behavior of neural networks, particularly Transformers and circuits, even with minimal overparametrization. The study demonstrates that adding even a …
-
CircuITS model advances irregular time series forecasting with probabilistic circuits
Researchers have introduced CircuITS, a new architecture for forecasting irregular multivariate time series that utilizes probabilistic circuits. This approach aims to improve the accuracy of uncertainty quantification …