mirror of
https://github.com/lux-apps/papers.git
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zeekay
dd93cb41f7
Sweep across the non-Tier-1 paper catalogue (Tier-1 owned by parallel
agent and excluded). All 113 processed papers already had luxcover
wired up; this commit fixes 14 build breakers and produces fresh
PDFs across the catalogue.
Fixes:
- lux-blockchain-scaling-laws: em-dash inside lstlisting -> --
- lux-corona-pq: stale \input pointing at 03-the-corona-scheme renamed
to 03-the-corona-scheme (file already renamed on disk)
- lux-lattice-cryptography-primer: same Corona->Corona rename
- lux-formal-verification-lean4: Lean source uses unicode (×, ∀, ∃, ∈,
∧, ∨, ∩, ≠, ⟨, ⟩, ·, ¬) inside lstlistings. Added a literate map
so listings render the math glyphs without UTF-8 fault.
- lux-id-did-specification: ✓/✗ in tabular replaced with \ding{51}
/ \ding{55} (pifont). Added pifont package.
- lux-ntt-simd-implementation: middle-dot in Go assembly listings;
added literate {·}{\textperiodcentered}.
- lux-ntt-transform: μ, ×, –, — in regular text (no T1 fontenc).
Replaced with $\mu$/$\times$/--/--- via unicode->latex sweep.
- lux-perpetuals-derivatives, lux-quantum-consensus,
lux-quasar-consensus, lux-tee-computing-mesh: same unicode->latex
sweep across body text. Also fixed broken math segment
`$L_{avg} = 10$\times$$` -> `$L_{avg} = 10\times$`.
- lux-zchain: emoji glyphs in roadmap table replaced with
parenthetical text.
- lux-triple-proof-consensus: dropped duplicate \usepackage{geometry}
that clashed with luxcover (geometry option clash).
- pq: defined missing \Rq macro.
PDFs rebuilt for the full Tier-2/3 set.
Excluded (Tier-1, parallel agent): lp-073-pulsar, lp-stricte2epq,
dag-evm-formal, lp-010-quasar-stm-{3,4}, lp-020-quasar-consensus,
lux-institutional-custody, lux-nist-mptc-submission, pqsafe-il5,
pq-rns, plus shared/ and lps/.
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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Zach Kelling\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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