Publish under the org, not a person

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.
This commit is contained in:
2026-09-01 08:53:13 -07:00
parent e720af4a19
commit f9db4f5737
200 changed files with 215 additions and 261 deletions
+6 -6
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@@ -6,7 +6,7 @@ All research papers across Hanzo, Lux, Zoo, and Zen should follow consistent aut
## Primary Author
**Zach Kelling** - Founder & CEO, Hanzo Industries Inc
**Grace Hopper** - Founder & CEO, Hanzo Industries Inc
- Email: zach@hanzo.ai
- ORCID: [Add ORCID]
- GitHub: @zeekay
@@ -16,7 +16,7 @@ All research papers across Hanzo, Lux, Zoo, and Zen should follow consistent aut
### Hanzo Papers (AI Infrastructure)
```latex
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}
@@ -26,7 +26,7 @@ All research papers across Hanzo, Lux, Zoo, and Zen should follow consistent aut
### Lux Papers (Blockchain/Crypto)
```latex
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Lux Industries Inc} \\
\textit{A subsidiary of Hanzo Industries Inc} \\
\texttt{https://lux.network}
@@ -36,7 +36,7 @@ All research papers across Hanzo, Lux, Zoo, and Zen should follow consistent aut
### Zoo Papers (Open AI Research)
```latex
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Zoo Labs Foundation} \\
\textit{A 501(c)(3) non-profit, in partnership with Hanzo Industries Inc} \\
\texttt{https://zoo.ngo}
@@ -46,7 +46,7 @@ All research papers across Hanzo, Lux, Zoo, and Zen should follow consistent aut
### Zen Papers (Language Models)
```latex
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Zen LM} \\
\textit{In collaboration with Hanzo Industries Inc \& Zoo Labs Foundation} \\
\texttt{https://zenlm.ai} \quad \texttt{https://huggingface.co/zenlm}
@@ -59,7 +59,7 @@ For papers spanning multiple organizations:
```latex
\author{
Zach Kelling\textsuperscript{1,2,3}\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\textsuperscript{1,2,3}\thanks{Corresponding author: [email protected]} \\
\\
\textsuperscript{1}\textit{Hanzo Industries Inc (Techstars '17), Los Angeles, CA} \\
\textsuperscript{2}\textit{Lux Industries Inc \texttt{[email protected]}} \\
+1 -1
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@@ -24,7 +24,7 @@
\title{Astle.js: A Reactive JavaScript SDK for Commerce Applications}
\author{Zach Kelling\\
\author{Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}}
+1 -1
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@@ -7,7 +7,7 @@
\title{Clearing Heterogeneous Compute}
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}
+1 -1
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@@ -43,7 +43,7 @@
\lstset{style=mystyle}
\title{The Unified Cloud Binary: Collapsing a Microservices Control Plane into One Go Process}
\author{Zach Kelling\thanks{Corresponding author: [email protected]} \\
\author{Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}}
+1 -1
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@@ -7,7 +7,7 @@
\title{Coinage:\\Minting for Verified Compute, and What Adopting the Protocol Gives You}
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}
+1 -1
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@@ -24,7 +24,7 @@
\title{Crowdstart: A Cloud-Native E-Commerce Platform}
\author{Zach Kelling\\
\author{Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}}
+1 -1
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@@ -7,7 +7,7 @@
\title{Threshold Settlement:\\Escrow and Payout Without a Key}
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Lux Industries Inc} \\
\textit{A subsidiary of Hanzo Industries Inc} \\
\texttt{https://lux.network}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HAI-2026-008}
\docversion{Version 1.0 --- February 21, 2026}
\docdate{February 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -564,5 +564,4 @@ The framework's key differentiators---post-quantum agent identity, consensus-val
\textbf{Standards referenced.} W3C DID, OpenAI tool-use API, MCP, OpenTelemetry.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -1
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@@ -5,7 +5,7 @@
\docid{HAI-2026-013}
\docversion{Version 1.0}
\docdate{2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HZO-2026-001}
\docversion{Version 1.0 --- January 15, 2026}
\docdate{January 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -573,5 +573,4 @@ We have presented a comprehensive assured networking architecture that addresses
\textbf{Standards referenced.} ML-KEM-768, ML-DSA-65 (FIPS 203/204), W3C DID, DOD DDIL.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -1
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@@ -5,7 +5,7 @@
\docid{HAI-2026-012}
\docversion{Version 1.0}
\docdate{2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
+1 -1
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@@ -9,7 +9,7 @@
\usepackage{bookmark}
\hypersetup{
pdftitle={Hanzo --- Technical Paper Compendium},
pdfauthor={Zach Kelling --- Hanzo Industries},
pdfauthor={Hanzo AI Research --- Hanzo Industries},
colorlinks=true, linkcolor=black, urlcolor=black,
bookmarksopen=true, bookmarksnumbered=false}
\setlength{\parindent}{0pt}
+1 -1
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@@ -5,7 +5,7 @@
\docid{HAI-2026-016}
\docversion{Version 1.0}
\docdate{2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HZO-2026-005}
\docversion{Version 1.0 --- February 7, 2026}
\docdate{February 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -540,5 +540,4 @@ The integration of these capabilities into a unified architecture---where Sessio
\textbf{Standards referenced.} NIST SP 800-207 (Zero Trust), Shamir SSS, FIPS 140-3.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HAI-2026-007}
\docversion{Version 1.0 --- February 18, 2026}
\docdate{February 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -475,5 +475,4 @@ This approach represents a paradigm shift in cross-domain security: instead of t
\textbf{Standards referenced.} NIST FHE (BFV/BGV/CKKS/TFHE), HIPAA, SOX, SEC, MLS.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HZO-2026-003}
\docversion{Version 1.0 --- January 29, 2026}
\docdate{January 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -581,5 +581,4 @@ We have presented a comprehensive edge AI/ML framework that operates fully disco
\textbf{Standards referenced.} OpenTelemetry, ONNX Runtime, OpenAI API.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -1
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@@ -5,7 +5,7 @@
\docid{HAI-2026-014}
\docversion{Version 1.0}
\docdate{2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HAI-2026-010}
\docversion{Version 1.0 --- February 28, 2026}
\docdate{February 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -480,5 +480,4 @@ For defense applications, this verification infrastructure provides the formal e
\textbf{Standards referenced.} NIST IR 8214C (Threshold Crypto), LOKI consensus fuzzing.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HZO-2026-002}
\docversion{Version 1.0 --- January 22, 2026}
\docdate{January 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -669,5 +669,4 @@ The architecture is not theoretical---it is deployed, tested, and operational, w
\textbf{Standards referenced.} OpenZiti, NIST PQC, MITRE ATT\&CK.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HAI-2026-009}
\docversion{Version 1.0 --- February 27, 2026}
\docdate{February 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -611,5 +611,4 @@ No competing blockchain or military networking system offers this combination of
\textbf{Standards referenced.} ETSI QKD, NIST PQC, FIPS 203/204.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -1
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@@ -5,7 +5,7 @@
\docid{HAI-2026-015}
\docversion{Version 1.0}
\docdate{2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HZO-2026-004}
\docversion{Version 1.0 --- February 3, 2026}
\docdate{February 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -449,5 +449,4 @@ We have presented an automated V\&V framework that provides continuous verificat
\textbf{Standards referenced.} IEEE 29119, NIST SP 800-160, DevSecOps.\\
\textbf{Contact.} [email protected].
\end{document}
+1 -1
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@@ -5,7 +5,7 @@
\docid{HAI-2026-011}
\docversion{Version 1.0}
\docdate{2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
+1 -2
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@@ -5,7 +5,7 @@
\docid{HAI-2026-006}
\docversion{Version 1.0 --- February 12, 2026}
\docdate{February 2026}
\docauthors{Zach Kelling --- Hanzo Team}
\docauthors{Hanzo AI Research --- Hanzo Team}
\docorgs{Hanzo Industries\\[email protected]}
\begin{document}
@@ -755,5 +755,4 @@ The protocol's 96\% energy reduction extends battery endurance on tactical devic
\textbf{Standards referenced.} Cap'n Proto wire spec, ML-KEM-768, ML-DSA-65 (FIPS 203/204), W3C DID.\\
\textbf{Contact.} [email protected].
\end{document}
@@ -24,7 +24,7 @@
\title{Earle: Genetic Algorithms for Automated Marketing Optimization}
\author{Zach Kelling\\
\author{Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}}
+1 -1
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@@ -48,7 +48,7 @@
\IfFileExists{results-data.tex}{\input{results-data.tex}}{}
\title{Enso: Learned Per-Request Routing to Frontier Intelligence, and Enso Ultra's Training-Free Fan-Out Synthesis}
\author{Zach Kelling\thanks{Corresponding author: [email protected]} \\
\author{Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}}
+1 -1
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@@ -14,7 +14,7 @@
}
@misc{hanzorouterpaper,
author = {Zach Kelling},
author = {Hanzo AI Research},
title = {{Hanzo Router: Memory-Aware, Local-First LLM Routing with a
Learned SLO-Constrained Policy}},
howpublished = {Hanzo Research},
+1 -1
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@@ -7,7 +7,7 @@
\title{Byte Equality:\\Deterministic Work as a Market Primitive}
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}
+1 -1
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@@ -46,7 +46,7 @@
Hamiltonian LLMs at L1 \quad GPU-Residency from chain to model}
\author{
Zach Kelling\thanks{za[email protected]} \and Antje Worring\thanks{[email protected]}\\
Hanzo AI Research\thanks{resear[email protected]} \and Antje Worring\thanks{[email protected]}\\
\textit{Hanzo Industries, Inc.} \quad Techstars '17\\
\texttt{[email protected]}
}
+1 -1
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@@ -36,7 +36,7 @@
\title{Hanzo ACI: AI Chain Infrastructure for Decentralized Compute Markets}
\author{
Antje Worring, Zach Kelling \quad
Antje Worring, Hanzo AI Research \quad
David Wei \quad
Marcus Chen \\
\textit{Hanzo AI Research} \\
+1 -1
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@@ -40,7 +40,7 @@
\title{Training-Free Continuous Learning for Tool-Using Agents\\
via GRPO Semantic Experience Management}
\author{
Zach Kelling \\
Hanzo AI Research \\
Hanzo AI Research\\
\textit{Hanzo AI Inc (Techstars '17), Los Angeles, CA}\\
\texttt{[email protected]}
+1 -1
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@@ -39,7 +39,7 @@
\lstset{style=mystyle}
\title{Hanzo Agent SDK: Building AI Agents with Orchestration, Tool Use, and Memory Systems}
\author{Antje Worring, Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\author{Antje Worring, Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\date{February 2024}
\begin{document}
+1 -1
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@@ -13,7 +13,7 @@
\title{Hanzo 3.0: AGI for All --- Next-Generation Agent Management with Agent
Chaining and Vector Database Architecture}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{CTO, Hanzo AI (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -41,7 +41,7 @@
Post-Quantum Omnichain Settlement on Lux}
\author{
Zach Kelling\thanks{Corresponding author: za[email protected]}\\
Hanzo AI Research\thanks{Corresponding author: resear[email protected]}\\
\textit{Hanzo Industries, Inc.\ (Techstars '17)}\\
\texttt{[email protected]}
}
+1 -1
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@@ -53,7 +53,7 @@
\title{HANZO AI CLOUD\\[0.3em]
{\large Confidential Inference, Agent Hosting, and\\Model Serving on Sovereign Infrastructure}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -24,7 +24,7 @@
\title{Hanzo: An AI-First Commerce Platform}
\author{Zach Kelling\\
\author{Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}}
+1 -1
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@@ -12,7 +12,7 @@
\title{AI and Cyberspace: Foundations for Safe Artificial General Intelligence}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{CTO, Hanzo AI (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -2
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@@ -17,7 +17,6 @@
\usepackage{tikz}
\usetikzlibrary{arrows,shapes,positioning,calc}
% Theorem environments
\newtheorem{theorem}{Theorem}[section]
\newtheorem{lemma}[theorem]{Lemma}
@@ -40,7 +39,7 @@
\title{\textbf{Machine Learning for Commerce Analytics:\\Predictive Models for Customer Behavior}}
\author{
Zach Kelling\\
Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}
}
+1 -2
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@@ -17,7 +17,6 @@
\usepackage{tikz}
\usetikzlibrary{arrows,shapes,positioning,calc}
% Theorem environments
\newtheorem{theorem}{Theorem}[section]
\newtheorem{lemma}[theorem]{Lemma}
@@ -40,7 +39,7 @@
\title{\textbf{Hanzo API Gateway:\\Unified Commerce API Architecture}}
\author{
Zach Kelling\\
Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}
}
+1 -1
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@@ -37,7 +37,7 @@
\title{Active Semantic Optimization: Training-Free Adaptation\\via Bayesian Product-of-Experts Decoding}
\author{
Antje Worring, Zach Kelling \\
Antje Worring, Hanzo AI Research \\
Hanzo AI Research\\
\textit{Hanzo AI Inc (Techstars '17), Los Angeles, CA}\\
\texttt{[email protected]}
+1 -1
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@@ -50,7 +50,7 @@
\title{HANZO BASE\\[0.3em]
{\large The Single-Binary Runtime for\\Sovereign Applications}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
@@ -13,7 +13,7 @@
\title{Hanzo Blockchain Platform: Interplanetary-Scale Commerce Infrastructure
with Decentralized Compute, Payments, and Governance}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{CTO, Hanzo AI (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -36,7 +36,7 @@
\title{Hanzo Candle: A Rust ML Framework for High-Performance Inference}
\author{
Antje Worring, Zach Kelling \quad
Antje Worring, Hanzo AI Research \quad
David Wei \quad
Marcus Chen \\
\textit{Hanzo AI Research} \\
+1 -1
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@@ -37,7 +37,7 @@
\author{
David Wei \quad
Marcus Chen \quad
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo AI Research} \\
\texttt{[email protected]}
}
+1 -2
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@@ -17,7 +17,6 @@
\usepackage{tikz}
\usetikzlibrary{arrows,shapes,positioning,calc}
% Theorem environments
\newtheorem{theorem}{Theorem}[section]
\newtheorem{lemma}[theorem]{Lemma}
@@ -40,7 +39,7 @@
\title{\textbf{Hanzo Checkout: Frictionless Payment Processing\\for Modern E-Commerce}}
\author{
Zach Kelling\\
Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}
}
@@ -24,7 +24,7 @@
}
\title{Hanzo Cloud Infrastructure: Distributed Storage,\\Messaging, and Service Mesh\\for AI-Native Applications}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\date{2016}
\begin{document}
+1 -1
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@@ -13,7 +13,7 @@
Road to a Million Requests per Second}
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Commerce: Multi-Processor Payment Orchestration for AI-Native Applications}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{January 2017}
\begin{document}
+1 -1
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@@ -27,7 +27,7 @@
\title{HANZO CONSENSUS AI\\[0.3em]
{\large Consensus Mechanisms for\\Distributed AI Training and Inference}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -43,7 +43,7 @@
\lstset{style=mystyle}
\title{Consensus Orders Decisions, Not Bytes: A Plugin-Placement Runtime\\ for a Planet-Scale Multi-Tenant Cloud}
\author{Zach Kelling\thanks{Corresponding author: [email protected]} \\
\author{Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Console: Unified Dashboard for AI Infrastructure Management}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{October 2021}
\begin{document}
@@ -13,7 +13,7 @@
\title{Hanzo Crypto Commerce: Blockchain Payment APIs and Smart Contract
Infrastructure for Enterprise}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{CTO, Hanzo AI (Techstars '17)} \\
\texttt{[email protected]}
}
@@ -13,7 +13,7 @@
\title{Hanzo Crypto Payment Rails\\[0.3em]
{\large Multi-Chain Settlement with MPC Custody}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -21,7 +21,7 @@
\title{Datastore: Profile-Guided, Post-Link, and Transport\\ Optimization of a Columnar Analytics Engine}
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}
+1 -1
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@@ -34,7 +34,7 @@
\title{DeepSeek-V4 on Hanzo Engine: Reference Parity by Layer Bisection,
Fused Speculative Verification, and an All-Rust Draft-Training Loop}
\author{
Zach Kelling\thanks{Corresponding author: [email protected]} \\
Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)}
}
\date{July 2026}
@@ -14,7 +14,7 @@
\title{Hanzo Platform Integration\\[0.3em]
{\large with Digital Securities}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -41,7 +41,7 @@
\title{Decentralized Semantic Optimization:\\Byzantine-Robust Prior Aggregation\\for Collective Model Adaptation}
\author{
Antje Worring, Zach Kelling \\
Antje Worring, Hanzo AI Research \\
Hanzo AI Research\\
\textit{Hanzo AI Inc (Techstars '17), Los Angeles, CA}\\
\textit{Zoo Labs Foundation (501(c)(3))}\\
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Edge: On-Device AI Inference for Mobile and IoT Deployments}
\author{Antje Worring, Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Antje Worring, Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{July 2024}
\begin{document}
@@ -24,7 +24,7 @@
}
\title{End-to-End Encryption and Security Architecture\\for Cloud-Native Applications}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\date{2019}
\begin{document}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Engine: Production ML Inference Engine with Multi-Model Serving and GPU Scheduling}
\author{Antje Worring, Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Antje Worring, Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{August 2024}
\begin{document}
+1 -1
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@@ -51,7 +51,7 @@
\IfFileExists{results-spec.tex}{\input{results-spec.tex}}{}
\title{hanzo-engine: A Portable Single-Binary LLM Inference Engine, Measured Against llama.cpp Across Four GPU Backends}
\author{Zach Kelling\thanks{Corresponding author: [email protected]} \\
\author{Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}}
@@ -27,7 +27,7 @@
}
\title{Digital Asset Exchange Architecture:\\From High-Frequency Trading to\\Institutional-Grade Order Matching}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\date{2019}
\begin{document}
@@ -44,7 +44,7 @@
Decentralized Experience Sharing via\\
BitDelta-Compressed Semantic Optimization}
\author{
Antje Worring, Zach Kelling \\
Antje Worring, Hanzo AI Research \\
Hanzo AI Research \quad Zoo Labs Foundation\\
\textit{Hanzo AI Inc (Techstars '17), Los Angeles, CA}\\
\texttt{[email protected]}
+1 -1
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@@ -26,7 +26,7 @@
\title{HANZO FHE INFERENCE\\[0.3em]
{\large Fully Homomorphic Encryption for\\Confidential AI Inference}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -38,7 +38,7 @@
\author{
David Wei \quad
Marcus Chen \quad
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo AI Research} \\
\texttt{[email protected]}
}
@@ -38,7 +38,7 @@
\title{HANZO FORMAL VERIFICATION\\[0.3em]
{\large Proving Infrastructure Correctness\\with Lean 4}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Gateway: High-Performance API Gateway with JWT Validation and Rate Limiting}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{February 2019}
\begin{document}
+1 -1
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@@ -26,7 +26,7 @@
\title{HANZO GPU INFERENCE\\[0.3em]
{\large GPU-Accelerated AI Inference\\on Hanzo Cloud}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
@@ -40,7 +40,7 @@
\title{Agents That Hack Their Own Harness:\\Safe Self-Modification in Autonomous AI Systems}
\author{
Zach Kelling \\
Hanzo AI Research \\
Hanzo AI Research\\
\textit{Hanzo AI Inc (Techstars '17), Los Angeles, CA}\\
\texttt{[email protected]}
+1 -1
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@@ -27,7 +27,7 @@
\title{Hamiltonian Market Maker (HMM): Physics-Inspired Automated Market Making for AI Compute}
\author{
Antje Worring, Zach Kelling\thanks{Corresponding author: za[email protected]} \quad
Antje Worring, Hanzo AI Research\thanks{Corresponding author: resear[email protected]} \quad
David Wei \quad
Marcus Chen \\
\textit{Hanzo AI Research} \\
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo IAM: Multi-Tenant Identity and Access Management with 40+ Social Providers}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{March 2020}
\begin{document}
@@ -13,7 +13,7 @@
\title{Hanzo: Scalable Infrastructure for Blockchain Token Sales
and Securities Offerings}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo AI (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -41,7 +41,7 @@
\lstset{style=mystyle}
\title{Identity NFTs for AI Agents: Agent Identity and Capability Tokens}
\author{Antje Worring, Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\author{Antje Worring, Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\date{November 2022}
\begin{document}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Ingress: Traefik-Based L7 Reverse Proxy with Automatic TLS and Static File Plugin}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{June 2021}
\begin{document}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Insights: Privacy-First Product Analytics with Feature Flags and Real-Time Dashboards}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{April 2023}
\begin{document}
@@ -40,7 +40,7 @@
\lstset{style=mystyle}
\title{Jin: Unified Multimodal AI Architecture for Vision-Language, Audio, and Cross-Modal Understanding}
\author{Antje Worring, Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\author{Antje Worring, Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\date{April 2023}
\begin{document}
+1 -1
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@@ -40,7 +40,7 @@
\lstset{style=mystyle}
\title{Jin: Unified Multimodal AI Architecture for Vision-Language, Audio, and Cross-Modal Understanding}
\author{Antje Worring, Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\author{Antje Worring, Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\date{April 2023}
\begin{document}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo KMS: Secrets Management with Per-Environment Rotation and Audit Trail}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{September 2021}
\begin{document}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Ledger: Double-Entry Financial Ledger with Programmable Transactions}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{May 2022}
\begin{document}
+1 -1
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@@ -48,7 +48,7 @@
\newtheorem{proposition}{Proposition}
\title{Hanzo LLM Gateway: Unified Proxy Architecture\\for 100+ AI Provider Integration}
\author{Zach Kelling \\
\author{Hanzo AI Research \\
Hanzo AI Research\\
\texttt{[email protected]}\\
\textit{Hanzo AI \quad San Francisco, CA}}
+1 -1
View File
@@ -39,7 +39,7 @@
\lstset{style=mystyle}
\title{Model Context Protocol Server Architecture: Context Management and Tool Execution for AI Systems}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\date{May 2021}
\begin{document}
+1 -1
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@@ -39,7 +39,7 @@
\lstset{style=mystyle}
\title{Hanzo ML: A Production ML Framework for Model Serving, A/B Testing, and Feature Stores}
\author{Antje Worring, Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\author{Antje Worring, Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\ \texttt{[email protected]}}
\date{July 2022}
\begin{document}
@@ -14,7 +14,7 @@
\title{\textbf{Hanzo Network: A Decentralized AI Compute Platform with Post-Quantum Security and Physics-Inspired LLM Routing}}
\author{
Antje Worring, Zach Kelling\thanks{Corresponding author: za[email protected]} \\
Antje Worring, Hanzo AI Research\thanks{Corresponding author: resear[email protected]} \\
\textit{Hanzo Industries \quad Lux Industries \quad Zoo Labs Foundation} \\
\texttt{[email protected]}
}
+1 -1
View File
@@ -16,7 +16,7 @@
\title{Hanzo Network: A Hamiltonian Market Maker Layer-1 for Decentralized AI Compute and Semantic Learning}
\author{
Antje Worring, Zach Kelling\textsuperscript{1,2,3}\thanks{Corresponding author: [email protected]} \\
Antje Worring, Hanzo AI Research\textsuperscript{1,2,3}\thanks{Corresponding author: [email protected]} \\
\\
\textsuperscript{1}\textit{Hanzo Industries Inc (Techstars '17), Los Angeles, CA} \\
\textsuperscript{2}\textit{Lux Industries Inc \texttt{[email protected]}} \\
+1 -1
View File
@@ -24,7 +24,7 @@
}
\title{Hanzo Observability Stack: Search, Telemetry,\\and Session Analytics for Production Systems}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\date{2018}
\begin{document}
@@ -24,7 +24,7 @@
}
\title{On-Chain Commerce: Smart Contracts for Token Sales,\\Digital Asset Payments, and Programmable Commerce}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{CTO, Hanzo Industries (Techstars '17)}}
\date{May 2018}
\begin{document}
+1 -1
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@@ -48,7 +48,7 @@
\newtheorem{proposition}{Proposition}
\title{Operative: A Computer Use Framework\\for Autonomous AI Agents}
\author{Antje Worring, Zach Kelling \\
\author{Antje Worring, Hanzo AI Research \\
Hanzo AI Research\\
\texttt{[email protected]}\\
\textit{Hanzo AI \quad San Francisco, CA}}
@@ -12,7 +12,7 @@
\title{Hanzo: A Crypto-Commerce Platform for Every Business}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo AI (Techstars '17, Kansas City)} \\
\texttt{[email protected]}
}
+1 -1
View File
@@ -37,7 +37,7 @@
\author{
Marcus Chen \quad
David Wei \quad
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo AI Research} \\
\texttt{[email protected]}
}
+1 -1
View File
@@ -24,7 +24,7 @@
\title{HANZO POST-QUANTUM CRYPTOGRAPHY\\[0.3em]
{\large Migration Path for\\AI Infrastructure}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
View File
@@ -19,7 +19,7 @@
\lstset{style=mystyle}
\title{A Post-Quantum Object Store: Per-Tenant SQLite and a Dropbox-Class Filesystem over One Encrypted Block Substrate}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{June 2026}
\begin{document}
+1 -1
View File
@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo PubSub: NATS-Based Event Streaming for Microservice Communication}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{January 2022}
\begin{document}
+1 -1
View File
@@ -43,7 +43,7 @@
\lstset{style=mystyle}
\title{Hanzo Router: Memory-Aware, Local-First LLM Routing with a Learned SLO-Constrained Policy}
\author{Zach Kelling\thanks{Corresponding author: [email protected]} \\
\author{Hanzo AI Research\thanks{Corresponding author: [email protected]} \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
Los Angeles, California \\
\texttt{https://hanzo.ai}}
+1 -2
View File
@@ -17,7 +17,6 @@
\usepackage{tikz}
\usetikzlibrary{arrows,shapes,positioning,calc}
% Theorem environments
\newtheorem{theorem}{Theorem}[section]
\newtheorem{lemma}[theorem]{Lemma}
@@ -40,7 +39,7 @@
\title{\textbf{The Hanzo SDK Ecosystem:\\Multi-Language Commerce Integration}}
\author{
Zach Kelling\\
Hanzo AI Research\\
Hanzo Industries\\
\texttt{[email protected]}
}
+1 -1
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@@ -28,7 +28,7 @@
\author{
Marcus Chen \quad
David Wei \quad
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo AI Research} \\
\texttt{[email protected]}
}
@@ -44,7 +44,7 @@
\title{Telemetry-Driven Self-Improvement:\\
Structured Learning Loops for Autonomous Coding Agents}
\author{
Zach Kelling \\
Hanzo AI Research \\
Hanzo AI Research\\
\textit{Hanzo AI Inc (Techstars '17), Los Angeles, CA}\\
\texttt{[email protected]}
@@ -71,7 +71,7 @@
\renewcommand{\footrulewidth}{0pt}
\title{The Hanzo + Lux Stack: A Comparative Analysis of AI-Native Blockchain Infrastructure}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries (Techstars '17)} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries (Techstars '17)} \\ \texttt{[email protected]}}
\date{March 2026}
\begin{document}
+1 -1
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@@ -37,7 +37,7 @@
\lstset{style=mystyle}
\title{Hanzo Storage: S3-Compatible Object Storage with Per-Tenant Encryption and Quota Management}
\author{Zach Kelling\thanks{za[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\author{Hanzo AI Research\thanks{resear[email protected]} \\ \textit{Hanzo Industries} \\ \texttt{[email protected]}}
\date{August 2021}
\begin{document}
@@ -26,7 +26,7 @@
\title{HANZO THRESHOLD SIGNING\\[0.3em]
{\large MPC Key Management for\\AI Infrastructure}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}
+1 -1
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@@ -22,7 +22,7 @@
\title{HANZO TOKENOMICS\\[0.3em]
{\large Token Economics for\\AI Infrastructure at Scale}}
\author{
Zach Kelling \\
Hanzo AI Research \\
\textit{Hanzo Industries Inc (Techstars '17)} \\
\texttt{[email protected]}
}

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