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f4ee7a0525
Bylines, paper authorship, correspondence addresses and the founder blurb under each post named an individual. They name the organisation that published the work instead: the brand on posts and pages, the research byline on papers, and research@ in place of a personal address. Both are what these repositories already used elsewhere — nothing new was coined. Co-authors are untouched. Where a paper named someone else alongside, they stay named; only the one byline changed. Bibliography entries, running heads, PDF metadata and affiliations move with it, so a citation still resolves to whoever the cited paper names. Sample and fixture data uses the placeholder name these tests already use elsewhere, so no assertion changed meaning.
99 lines
3.8 KiB
TeX
99 lines
3.8 KiB
TeX
\documentclass[11pt]{article}
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\usepackage{../shared/luxcover}
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\usepackage[utf8]{inputenc}
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\usepackage{amsmath,amsfonts,amssymb}
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\usepackage{graphicx}
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\usepackage{hyperref}
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\usepackage{algorithm}
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\usepackage{algorithmic}
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\usepackage{listings}
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\input{../shared/lstlang}
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\usepackage{color}
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\usepackage{xcolor}
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\usepackage{cite}
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\usepackage{url}
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\usepackage[numbers]{natbib}
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\usepackage{booktabs}
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\usepackage{multirow}
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\usepackage{tikz}
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\usetikzlibrary{positioning,arrows.meta,shapes.geometric}
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% Page layout
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% Define colors for syntax highlighting
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\definecolor{codegray}{rgb}{0.5,0.5,0.5}
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\definecolor{codeblue}{rgb}{0.0,0.0,0.7}
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\definecolor{codegreen}{rgb}{0.0,0.5,0.0}
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\definecolor{codepurple}{rgb}{0.5,0.0,0.5}
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% Solidity syntax highlighting
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\lstdefinelanguage{Solidity}{
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keywords={pragma, contract, interface, struct, function, external, public, private, internal, view, pure, payable, returns, mapping, address, uint256, bytes32, string, bool, require, emit, memory, calldata, storage, bytes, if, else, for, while, return, new, delete, import, from, as, is, abstract, event, modifier},
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keywordstyle=\color{codeblue}\bfseries,
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ndkeywords={ILuxAIOracle, AIRequest, AIResponse, InferenceProof, BridgeAnalysis, RiskScore},
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ndkeywordstyle=\color{codepurple}\bfseries,
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identifierstyle=\color{black},
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sensitive=false,
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comment=[l]{//},
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morecomment=[s]{/*}{*/},
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commentstyle=\color{codegreen}\itshape,
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stringstyle=\color{red},
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morestring=[b]",
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morestring=[b]'
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}
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% Code listing style
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\lstset{
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language=Solidity,
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basicstyle=\ttfamily\footnotesize,
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breaklines=true,
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captionpos=b,
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commentstyle=\color{codegray},
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keywordstyle=\color{codeblue},
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stringstyle=\color{red},
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numbers=left,
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numberstyle=\tiny\color{gray},
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stepnumber=1,
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numbersep=5pt,
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showspaces=false,
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showstringspaces=false,
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frame=single,
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frameround=tttt,
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tabsize=2,
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escapeinside={(*@}{@*)}
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}
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% Title and authors
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\title{\textbf{Lux Oracle Infrastructure: Decentralized Price Feeds and AI-Powered Data Oracles}}
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\author{
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Lux Research\thanks{Corresponding author: [email protected]}\\
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\textit{Lux Industries, Inc.}\\
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\texttt{[email protected]}
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}
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\date{2024}
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\begin{document}
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\luxcoverpage
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\begin{abstract}
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Oracle infrastructure represents a critical component in blockchain ecosystems, bridging on-chain smart contracts with off-chain data sources. This paper presents Lux Network's comprehensive oracle architecture, which combines traditional price feed aggregation from established providers (Chainlink, Pyth Network) with novel AI-powered oracle capabilities through integration with Hanzo AI's LLM Gateway. We introduce a multi-layered approach that ensures data reliability through median aggregation, MEV protection mechanisms, and Byzantine fault tolerance while enabling advanced use cases such as on-chain AI inference, sentiment analysis, and cross-chain oracle coordination. Our implementation achieves sub-2-second update latency for critical trading pairs with 99.9\% uptime, while maintaining gas costs below 100,000 units per oracle update. The integration of AI oracles (LP-106) extends oracle functionality beyond simple price feeds to enable complex data analysis, risk scoring, and natural language processing directly within smart contracts, opening new possibilities for DeFi applications and automated trading strategies.
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\end{abstract}
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\input{sections/01-introduction}
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\input{sections/02-traditional-price-oracles}
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\input{sections/03-ai-oracle-lp-106}
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\input{sections/04-oracle-security}
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\input{sections/05-cross-chain-oracle-coordination}
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\input{sections/06-performance-metrics}
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\input{sections/07-economic-model}
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\input{sections/08-mathematical-foundations}
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\input{sections/09-implementation-details}
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\input{sections/10-future-work-and-improvements}
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\input{sections/11-conclusion}
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\input{sections/99-acknowledgments}
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\end{document}
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