FIELD NOTES TOPIC
fault tolerance
3 notes, newest first.
Grounded autonomous research: a fault-tolerant LLM pipeline from corpus to manuscript in frontier computational physics
The paper presents an autonomous research pipeline that can conduct end-to-end research from a corpus of 11,083 recent condensed matter physics papers to a publication-grade manuscript. The agent is capable of…
Grounded autonomous research: a fault-tolerant LLM pipeline from corpus to manuscript in frontier computational physics
The author presents a pipeline for an autonomous research agent that can conduct end-to-end research in the field of condensed matter physics, from understanding the corpus of papers to writing manuscripts with novel…
Efficient foundation decoders for fault-tolerant quantum computing
The paper introduces Neural Transfer Unification (NTU), a framework for creating efficient foundation decoders that can handle various code distances in fault-tolerant quantum computing. The NTU-Transformer, an…
