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2407.16831
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Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design
23 July 2024
Jared Quincy Davis
Boris Hanin
Lingjiao Chen
Peter Bailis
Ion Stoica
Matei A. Zaharia
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Papers citing
"Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design"
6 / 6 papers shown
Title
Dynamic Risk Assessments for Offensive Cybersecurity Agents
Boyi Wei
Benedikt Stroebl
Jiacen Xu
Joie Zhang
Zhou Li
Peter Henderson
86
0
0
23 May 2025
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Bradley Brown
Jordan Juravsky
Ryan Ehrlich
Ronald Clark
Quoc V. Le
Christopher Ré
Azalia Mirhoseini
ALM
LRM
317
331
0
03 Jan 2025
Simple and Provable Scaling Laws for the Test-Time Compute of Large Language Models
Yanxi Chen
Xuchen Pan
Yaliang Li
Bolin Ding
Jingren Zhou
LRM
158
5
0
29 Nov 2024
Inference Scaling fLaws: The Limits of LLM Resampling with Imperfect Verifiers
Benedikt Stroebl
Sayash Kapoor
Arvind Narayanan
LRM
149
18
0
26 Nov 2024
Archon: An Architecture Search Framework for Inference-Time Techniques
Jon Saad-Falcon
Adrian Gamarra Lafuente
Shlok Natarajan
Nahum Maru
Hristo Todorov
...
E. Kelly Buchanan
Mayee Chen
Neel Guha
Christopher Ré
Azalia Mirhoseini
AI4CE
126
21
0
23 Sep 2024
StructuredRAG: JSON Response Formatting with Large Language Models
Connor Shorten
Charles Pierse
Thomas Benjamin Smith
Erika Cardenas
Akanksha Sharma
John Trengrove
Bob van Luijt
80
8
0
07 Aug 2024
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