About
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is part of: page

The Arts
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is part of: page

Odd Numbered Productions Inc.
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description: Arts vehicle for work at the intersection of AI, sensor data, and cryptographic art.
member: Patrick Colm Audley

LAMP
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Security Management
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Open Source
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Apache
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Unix
type: Concept

Spatial Analysis
type: Concept

Start-ups
type: Concept

Cryptocurrency
type: Concept

SaaS
type: Concept

Software Design
type: Concept

Product Development
type: Concept

Ruby
type: Concept

Mobile Applications
type: Concept

AJAX
type: Concept

Subversion
type: Concept

Software Architecture
type: Concept

Managed Services
type: Concept

REST
type: Concept

Web Services
type: Concept

Data Center
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Web Applications
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jQuery
type: Concept

JavaScript
type: Concept

XML
type: Concept

Scrum
type: Concept

PKI
type: Concept

Data Science
type: Concept

Network Security
type: Concept

Agile Methodologies
type: Concept

Web Development
type: Concept

Linux
type: Concept

Entrepreneurship
type: Concept

Amazon Web Services (AWS)
type: Concept

Cryptography
type: Concept

Perl
type: Concept

E-commerce
type: Concept

Mobile Devices
type: Concept

PHP
type: Concept

Software Development
type: Concept

Program Management
type: Concept

Scalability
type: Concept

OOP
type: Concept

Software Engineering
type: Concept

MySQL
type: Concept

Databases
type: Concept

Android
type: Concept

aff-abt
type: OrganizationRole
description: 金融科技 · 受监管资本市场 · 代币化
end date: 2024-05
role name: 总裁、首席运营官兼首席财务官
start date: 2018-05
works for: ABT Capital Markets Inc.

aff-adzilla
type: OrganizationRole
description: ICAP · 行内网页修改
end date: 2006-01
role name: 高级软件架构师
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works for: Adzilla New Media

aff-ardan-labs
type: OrganizationRole
description: Go咨询 · 培训与知识传授
end date: 2023-02
role name: 高级开发者
start date: 2022-07
works for: Ardan Labs

aff-axes
type: OrganizationRole
description: 人工智能 · 数据智能
role name: 首席研究员
start date: 2025
works for: Axes

aff-axion
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description: ISP基础设施
end date: 1997-08
role name: 系统管理员 / 管理信息系统
start date: 1996-05
works for: Axion Internet Inc.

aff-bii
type: OrganizationRole
description: 管理咨询 · 兼职首席技术官
role name: 创始人兼首席管理顾问
start date: 1994-01
works for: Blackcat Informatics® Inc.

aff-calyx
type: OrganizationRole
description: 生物风投顾问
end date: 2018-11
role name: 技术顾问委员会委员
start date: 2017-11
works for: Calyx Bio-Ventures Inc.

aff-chaordix
type: OrganizationRole
description: 众包平台
end date: 2010-07
role name: 技术副总裁
start date: 2008-08
works for: Chaordix

aff-cogneto
type: OrganizationRole
description: 认知生物识别 · 自适应认证
end date: 2007-10
role name: 创始人兼首席技术官
start date: 2006-02
works for: Cogneto Development Inc.

aff-dominion
type: OrganizationRole
description: 企业集成
end date: 2011-08
role name: 集成架构师
start date: 2011-01
works for: Dominion Enterprises

aff-dundee
type: OrganizationRole
description: 计算生物学 · 学术高性能计算
end date: 2004-05
role name: 高性能计算主管
start date: 2002-04
works for: University of Dundee

aff-esg-analytics
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description: 影响力投资 · ESG数据
end date: 2022-02
role name: 首席技术官
start date: 2020-07
works for: ESG Analytics

aff-fydodx
type: OrganizationRole
description: 兽医AI · 临床工作流自动化
role name: 兼职首席技术官
start date: 2023-07
works for: FydoDx (Biocode AI)

aff-galaxy
type: OrganizationRole
description: VOIP · 代码库审计
end date: 2008-06
role name: 黑客——安全与代码重构
start date: 2008-01
works for: Galaxy Telecom

aff-gt-telecom
type: OrganizationRole
description: 竞争性本地电信 · 创始团队安全
end date: 2001-05
role name: 高级电子商务架构师——PKI 与密码学
start date: 1997-10
works for: GT Group Telecom

aff-karve-it
type: OrganizationRole
description: 垂直SaaS · 现场服务平台
role name: 首席技术官后备兼高级开发者
start date: 2026-03
works for: Karve Information Technology Ltd.

aff-mobio-architect
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description: 精益初创云 · 支付
end date: 2013-05
role name: 首席架构师兼工程副总裁
start date: 2011-08
works for: Mobio Technologies Inc.

aff-mobio-md
type: OrganizationRole
description: 云平台 · 上市孵化器
end date: 2021-08
role name: 技术总监
start date: 2013-05
works for: Mobio Technologies Inc.

aff-one45
type: OrganizationRole
description: 医学教育软件
end date: 2011-01
role name: 高级开发者
start date: 2010-10
works for: one45 Software

aff-placespeak
type: OrganizationRole
description: 公民科技 · 基于位置的咨询
end date: 2015-04
role name: 代理首席技术官（临时）
start date: 2015-01
works for: PlaceSpeak Inc.

aff-strutta
type: OrganizationRole
description: 社交营销 · 品牌互动平台
end date: 2021-08
role name: 首席技术官
start date: 2015-05
works for: Strutta

aff-tanka
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description: 地理空间情报 · 卫星影像分析
end date: 2022-07
role name: 首席技术官
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works for: Tanka Technologies Inc.

aff-team-livable-vancouver
type: OrganizationRole
description: 公民参与 · 温哥华政治
end date: 2022-09
role name: 公园委员会候选人
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works for: TEAM for a Livable Vancouver

何谓认知生物识别？
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何谓 FFIEC 合规？
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content size: 11899309
duration: PT12M23S
encoding format: audio/mpeg
upload date: 2007-01-01T00:00:00Z

patrickaudley.com static site generator
type: Activity
type: SoftwareApplication
ended at time: 2026-05-13T00:35:41-06:00
was associated with: Patrick Colm Audley
description: Go html/template + jampack post-processing pipeline.

Canadian Artificial Intelligence Association (CAIAC)
type: Organization

Evaluating Usability and Security: All Ages
type: AcademicArticle
type: ScholarlyArticle
abstract: 关于测试方法论之立场文件，旨在揭示横跨全年龄段用户——自儿童至长者——之安全性与可用性问题，而非仅依赖惯常之青年成人便利样本。论证年龄分层之用户研究可发现单一群体研究所完全遗漏之安全失败模式。
author: Mei Nagappan
author: Patrick Colm Audley
date published: 2007-04-30T00:00:00Z
encoding: MediaObject
  encoding format: application/pdf
is part of: CHI 2007 — Workshop on Usability and Security

智能体（Agent AI）
type: Concept
broader: 人工智能
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Intelligent Agents (Agentic AI) @en
preferred label: Agents intelligents (IA agentique) @fr

生物信息学
type: Concept
broader: 计算机科学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Bioinformatics @en
preferred label: Bioinformatique @fr

生物特征认证
type: Concept
broader: 信息安全
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Biometric Authentication @en
preferred label: Authentification biométrique @fr

云计算
type: Concept
broader: 计算机科学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Cloud Computing @en
preferred label: Informatique en nuage @fr

兼职CTO
type: Concept
broader: 管理咨询
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Fractional CTO @en
preferred label: Directeur technique à temps partagé @fr

生成式AI
type: Concept
broader: 人工智能
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Generative AI @en
preferred label: IA générative @fr

高性能计算
type: Concept
broader: 计算机科学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: High Performance Computing @en
preferred label: Calcul haute performance @fr

知识图谱
type: Concept
broader: 语义网
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Knowledge Graph @en
preferred label: Graphe de connaissances @fr

大型语言模型
type: Concept
broader: 人工智能
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Large Language Models @en
preferred label: Grands modèles de langage @fr

关联数据
type: Concept
broader: 语义网
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Linked Data @en
preferred label: Données liées @fr

流形学习
type: Concept
broader: 机器学习
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Manifold Learning @en
preferred label: Apprentissage de variétés @fr

本体工程
type: Concept
broader: 语义网
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Ontology Engineering @en
preferred label: Ingénierie des ontologies @fr

公钥基础设施
type: Concept
broader: 密码学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Public Key Infrastructure @en
preferred label: Infrastructure à clés publiques @fr

语义分析
type: Concept
broader: 人工智能
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Semantic Analysis @en
preferred label: Analyse sémantique @fr

解决方案架构
type: Concept
broader: 管理咨询
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Solution Architecture @en
preferred label: Architecture de solutions @fr

谱图理论
type: Concept
broader: 数学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Spectral Graph Theory @en
preferred label: Théorie spectrale des graphes @fr

初创企业执行
type: Concept
broader: 管理咨询
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Startup Execution @en
preferred label: Exécution de startup @fr

拓扑数据分析
type: Concept
broader: 数学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Topological Data Analysis @en
preferred label: Analyse topologique des données @fr

加拿大皇家骑警可靠性审查
type: EducationalOccupationalCredential
credential category: SecurityClearance
credential status: 有效
description: 可应要求申请更高级别之安全许可。
recognized by: Royal Canadian Mounted Police

School of Hard Knocks (Internet Edition)
type: EducationalOrganization
alumni: Patrick Colm Audley
description: 前互联网时代之BBS社群；运营数个电子公告板，与今日所谓微型初创企业协作，凡事皆可折腾。此乃真正受用之教育。

English
type: Language
alternate name: Native
iso6391 code: en

French
type: Language
alternate name: Professional working proficiency
iso6391 code: fr

Mandarin
type: Language
alternate name: Learning
iso6391 code: zh

Notes — Patrick Colm Audley
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author: Patrick Colm Audley
data feed element: DataFeedItem
  date created: 2026-05-01T00:00:00Z
  item: 工程准则当为可执行之策略，非幻灯片中之陈年旧梦
data feed element: DataFeedItem
  date created: 2026-04-22T00:00:00Z
  item: 标准 Graph Neural Networks 须借曲率语义流形方可致远
description: Working notes, position pieces, and short essays. Cross-posted from various platforms.
encoding: Markdown corpus
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  encoding format: text/markdown
encoding: Atom 1.0 feed
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  encoding format: application/atom+xml
language: zh
license: https://creativecommons.org/licenses/by-nc-sa/2.5/ca/
main entity of page: https://patrickaudley.com/#notes
publisher: Patrick Colm Audley

OXBench: A benchmark for evaluation of protein multiple sequence alignment accuracy
type: AcademicArticle
type: ScholarlyArticle
doi: 10.1186/1471-2105-4-47
abstract: 两条或多条蛋白质序列之比对，为蛋白质结构预测及关键功能残基之鉴定提供强有力之指引，然而任何预测之效用完全取决于比对之精确度。本文描述一套源自蛋白质三维结构比较之参考比对集，配以评估指标与软件，可对自动生成之比对进行基准测试。我们以 AMPS 多重比对方法生成之比对测试 OXBench 基准套件，继而将该套件应用于八种不同多重比对算法之比较。此基准展示了比对精确度之当前最先进水平，并为评判新型比对算法提供基线。
author: Jonathan D Barber
author: Geoffrey J Barton
author: GPS Raghava
author: Stephen MJ Searle
author: Patrick Colm Audley
date published: 2003-10-10T00:00:00Z
encoding: MediaObject
  encoding format: application/pdf
is part of: BMC Bioinformatics 4:47 (2003)

Globally Aware Authentication System
type: Patent
type: CreativeWork
identifier: US20080222706A1
abstract: 一种将位置、设备、行为及时序信号融合为单次访问风险评分的认证系统。早于当今大多数“自适应认证”与“持续认证”框架；其核心理念已成为零信任架构之主流。
creator: Patrick Colm Audley
date created: 2007-03-08T00:00:00Z
date published: 2008-09-11T00:00:00Z
inventor: Patrick Colm Audley
patent number: US20080222706A1

System and method for user polling over a network
type: Patent
type: CreativeWork
identifier: US13538858
abstract: 网络媒体上的投票与意见收集——跨异构渠道征集、归因及汇总用户投票的方法。专利审查中（USPTO）。
creator: Patrick Colm Audley
date created: 2012-06-29T00:00:00Z
inventor: Patrick Colm Audley
patent number: US13538858

Edmonton, AB, 加拿大
type: Place
address: PostalAddress
  address country: CA
  address locality: Edmonton
  address region: AB

Sherwood Park, AB, 加拿大
type: Place
address: PostalAddress
  address country: CA
  address locality: Sherwood Park
  address region: AB

Calgary, AB, 加拿大
type: Place
address: PostalAddress
  address country: CA
  address locality: Calgary
  address region: AB

Dundee, 苏格兰, 英国
type: Place
address: PostalAddress
  address country: GB
  address locality: Dundee
  address region: Scotland

Huntsville, 阿拉巴马州, 美国
type: Place
address: PostalAddress
  address country: US
  address locality: Huntsville
  address region: Alabama

Vancouver, BC, 加拿大
type: Place
address: PostalAddress
  address country: CA
  address locality: Vancouver
  address region: BC

Spruce Grove, AB, 加拿大
type: Place
address: PostalAddress
  address country: CA
  address locality: Spruce Grove
  address region: AB
description: Resident: current

何谓认知生物识别？
type: CreativeWork
type: PodcastEpisode
about: Patrick Colm Audley
associated media: 何谓认知生物识别？
contributor: Patrick Colm Audley
copyright year: 2007
date published: 2007-01-01T00:00:00Z
description: 您可知何谓"passthought"？我等亦不知——直至录制此期节目方得其解。为以一记重响迎接新年，WhatIs.com 之 Tech Buzzwords 播客聚焦认知生物识别——一个在金融身份验证及更广泛领域中蓬勃兴起之新锐学科。为深入探究"认知计量学"，助理编辑 Alex Howard 采访了前沿风险自适应认证提供商 Cogneto 之首席技术官 Patrick Audley。
duration: PT30M30S
language: en
keywords: adaptive-authentication
keywords: behavioural-biometrics
keywords: cognitive-biometric
keywords: cognometrics
keywords: passthought
part of series: Tech Buzzwords from WhatIs.com
publisher: TechTarget / WhatIs.com

何谓 FFIEC 合规？
type: CreativeWork
type: PodcastEpisode
about: Patrick Colm Audley
associated media: 何谓 FFIEC 合规？
contributor: Patrick Colm Audley
copyright year: 2007
date published: 2007-01-01T00:00:00Z
description: 本期 WhatIs.com 播客将带您了解 FFIEC 在网络钓鱼等新型在线威胁背景下推动银行业务实践现代化之努力。助理编辑 Alex Howard 采访了风险自适应认证提供商 Cogneto 之首席技术官 Patrick Audley。所涉议题：FFIEC 建议之实施如何改变客户的银行使用方式；单因素与多因素身份验证之别；指纹、虹膜扫描或语音识别系统是否满足 FFIEC 指引要求；动态报告如何降低欺诈发生率及何为实时风险分析；不合规之惩罚；以及钓鱼攻击中资金被窃之主要环节。
duration: PT12M23S
language: en
keywords: compliance
keywords: ffiec
keywords: fintech-regulation
keywords: multi-factor-authentication
keywords: phishing
keywords: real-time-risk-analysis
part of series: Tech Buzzwords of the Week
publisher: TechTarget / WhatIs.com

ai-notes
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: ai-notes
programming-language: Shell
repository: GitRepository
  browse: https://github.com/paudley/ai-notes
shortdesc: Working notebook for local-model experimentation, ML papers worth tracking, and small reusable bits of inference plumbing. Public so the notes serve as their own changelog.
code repository: https://github.com/paudley/ai-notes
creator: Patrick Colm Audley
date created: 2023-01-01T00:00:00Z
date modified: 2026-05-09T00:00:00Z
description: Working notebook for local-model experimentation, ML papers worth tracking, and small reusable bits of inference plumbing. Public so the notes serve as their own changelog.
license: MIT
programming language: Shell

ar-ramblings
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: ar-ramblings
programming-language: PHP
repository: GitRepository
  browse: https://github.com/paudley/ar-ramblings
shortdesc: A long-form walk through the Active Record pattern using PHP — written when ORM design was still a contested topic. Archive value as a teaching artefact.
code repository: https://github.com/paudley/ar-ramblings
creator: Patrick Colm Audley
date created: 2010-01-01T00:00:00Z
date modified: 2016-08-20T00:00:00Z
description: A long-form walk through the Active Record pattern using PHP — written when ORM design was still a contested topic. Archive value as a teaching artefact.
license: GPL-2.0
programming language: PHP

colorout
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: colorout
programming-language: Go
repository: GitRepository
  browse: https://github.com/paudley/colorout
shortdesc: Golang colour wrappers for prettifying spew dump output. Tiny utility; surprisingly handy.
code repository: https://github.com/paudley/colorout
creator: Patrick Colm Audley
date created: 2018-01-01T00:00:00Z
date modified: 2024-12-02T00:00:00Z
description: Golang colour wrappers for prettifying spew dump output. Tiny utility; surprisingly handy.
license: MIT
programming language: Go

core_data
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: core_data
programming-language: Shell
repository: GitRepository
  browse: https://github.com/paudley/core_data
shortdesc: Docker-managed PostgreSQL setup for local development — opinionated defaults, sensible volume layout, ready in one command. Built because every project re-litigates this.
code repository: https://github.com/paudley/core_data
creator: Patrick Colm Audley
date created: 2023-01-01T00:00:00Z
date modified: 2026-03-30T00:00:00Z
description: Docker-managed PostgreSQL setup for local development — opinionated defaults, sensible volume layout, ready in one command. Built because every project re-litigates this.
license: MIT
programming language: Shell

e
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: e
programming-language: Go
repository: GitRepository
  browse: https://github.com/paudley/e
shortdesc: Golang error-handling extensions with structured-error support. Stack-traceable, wrappable, JSON-serialisable.
code repository: https://github.com/paudley/e
creator: Patrick Colm Audley
date created: 2018-01-01T00:00:00Z
date modified: 2024-07-01T00:00:00Z
description: Golang error-handling extensions with structured-error support. Stack-traceable, wrappable, JSON-serialisable.
license: MIT
programming language: Go

git-ai-reporter
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: git-ai-reporter
programming-language: Python
repository: GitRepository
  browse: https://github.com/paudley/git-ai-reporter
shortdesc: Git-driven LLM analysis. Watched your commit history and kept CHANGELOG / NEWS files current automatically. Superseded by the broader policy-as-code approach in coding-ethos.
code repository: https://github.com/paudley/git-ai-reporter
creator: Patrick Colm Audley
date created: 2024-01-01T00:00:00Z
date modified: 2025-08-26T00:00:00Z
description: Git-driven LLM analysis. Watched your commit history and kept CHANGELOG / NEWS files current automatically. Superseded by the broader policy-as-code approach in coding-ethos.
license: MIT
programming language: Python

lru_cache
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: lru_cache
programming-language: C++
repository: GitRepository
  browse: https://github.com/paudley/lru_cache
shortdesc: Fast, thread-safe Least-Recently-Used cache as a C++ template, with a comprehensive unit-test suite. First written in 2004 and still useful — the kind of small library that just needs to work.
code repository: https://github.com/paudley/lru_cache
creator: Patrick Colm Audley
date created: 2004-01-01T00:00:00Z
date modified: 2025-08-06T00:00:00Z
description: Fast, thread-safe Least-Recently-Used cache as a C++ template, with a comprehensive unit-test suite. First written in 2004 and still useful — the kind of small library that just needs to work.
license: GPL-2.0
programming language: C++

pyqa_lint
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: pyqa_lint
programming-language: Python
repository: GitRepository
  browse: https://github.com/paudley/pyqa_lint
shortdesc: Opinionated quality-assurance harness for Python projects. A Typer-based CLI that bundled ruff, mypy, pytest-coverage, security scanners, and dependency audits behind one verb. Superseded by coding-ethos, which generalises the same idea to multi-language policy-as-code.
code repository: https://github.com/paudley/pyqa_lint
creator: Patrick Colm Audley
date created: 2024-01-01T00:00:00Z
date modified: 2025-11-12T00:00:00Z
description: Opinionated quality-assurance harness for Python projects. A Typer-based CLI that bundled ruff, mypy, pytest-coverage, security scanners, and dependency audits behind one verb. Superseded by coding-ethos, which generalises the same idea to multi-language policy-as-code.
license: MIT
programming language: Python

tsmdailyreport
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: tsmdailyreport
programming-language: Perl
repository: GitRepository
  browse: https://github.com/paudley/tsmdailyreport
shortdesc: TSM Daily Report for IBM Tivoli Storage Manager. Now archive — kept for historical reference; TSM is no longer the right tool for the job.
code repository: https://github.com/paudley/tsmdailyreport
creator: Patrick Colm Audley
date created: 2010-01-01T00:00:00Z
date modified: 2020-07-16T00:00:00Z
description: TSM Daily Report for IBM Tivoli Storage Manager. Now archive — kept for historical reference; TSM is no longer the right tool for the job.
license: GPL-2.0
programming language: Perl

rec-bruce-sanderson
type: Recommendation
author: Bruce Sanderson
  type: Person
  job title: CEO, DocVM
date published: 2009-03-03T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick was an invaluable asset to Galaxy and helped provided significant advancements for the company.

rec-danny-wood
type: Recommendation
author: Danny Wood
  type: Person
  job title: Chief Product Officer, Tilt
date published: 2016-07-13T00:00:00Z
item reviewed: Patrick Colm Audley
review body: A wide range of abilities and talents combined with strong leadership and coaching capabilities make Patrick a fantastic CTO. He is an essential part of our team at Strutta, and we are never worried about critical development operations considerations thanks to his presence. Additionally, Patrick is always enjoyable to work with and uses his excellent people skills to motivate teams and ensure the best result.

rec-galya-westler
type: Recommendation
author: Galya Westler
  type: Person
  job title: Product Specialist & CEO, Plazus Technologies Inc.
date published: 2011-11-14T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick and I worked on mutual projects and he has been one of the fastest most reliable Integration Architects I have worked with providing smart solutions. Patrick's professionalism, great business sense and high technical skills make him lovable and highly respected among peers and managers and his talent is missed in Dominion. I hope that we'll have an opportunity to work together again in the future.

rec-lance-bryant
type: Recommendation
author: Lance Bryant
  type: Person
  job title: Senior Developer, Neo Financial
date published: 2011-08-17T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick was always willing to help with technical concerns and supported his staff all the way to production!

rec-lindsey-mcewan
type: Recommendation
author: Lindsey McEwan
  type: Person
  job title: Hands-on Creative Marketing Manager (Freelance)
date published: 2010-08-31T00:00:00Z
item reviewed: Patrick Colm Audley
review body: I have known Patrick for many years. I have had the opportunity to work with him on a project on one occasion. Like me, Patrick is a self starter with a keen eye for solutions. He is one of those brilliant lights and every company should have one.

rec-manu-kapoor
type: Recommendation
author: Manu Kapoor
  type: Person
  job title: Senior Frontend Engineer, Rival Technologies
date published: 2015-05-27T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick has an unparalleled sense of pragmatism when it comes to making software architecture choices. He possesses an encyclopedic knowledge of zero-day exploits and general security concerns. I've been grateful for his DevOps skills countless times in the past. It has been an educational experience working with him for the past three years.

rec-michael-chiang
type: Recommendation
author: Michael Chiang
  type: Person
  job title: Senior Data Scientist, Workday
date published: 2013-04-06T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick is a combination of an impressive body of knowledge, hobbyist-like interest in technology, and acute business sense. He regularly found robust solutions to enhance Mobio's cloud platform, whilst keeping a keen eye on the ever-shifting business landscape of a fast-paced start-up. As a leader, he was always well-informed, enthusiastic, astute in giving advice, and was most respectful and encouraging. I enjoyed and learned much from working with Patrick, and strongly believe that he would add tremendous value to any team.

rec-michael-lee
type: Recommendation
author: Michael Vay Lee
  type: Person
  job title: Director Software Engineering, Article
date published: 2007-07-11T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick is truly one of a kind. Behind the pirate-meets-cowboy façade, lay a truly exceptional technical architect. His experience and more importantly, vision, empowered the development team to build cutting-edge software. It was a pleasure to work for Patrick.

rec-randy-corke
type: Recommendation
author: Randy Corke
  type: Person
  job title: Marketing, The Dinner Daily
date published: 2012-12-05T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick is a what I call a "visionary technologist" who sees the possibilities, not the reasons things can't be done. His rare combination of deep knowledge of a wide array of technologies, hands on technical expertise, and the ability to manage a team put it all together put him in a small class indeed. Add to that the ability to explain things in a way that laymen can understand which makes him incredibly valuable in a discussion with clients or prospects, and you can understand why I enjoyed working with him and recommend him highly.

rec-sabrina-gould
type: Recommendation
author: Sabrina Gould
  type: Person
  job title: Data Entry Clerk, Maxwell Geo Services
date published: 2014-05-08T00:00:00Z
item reviewed: Patrick Colm Audley
review body: Patrick was wonderful to work for: he was informative, his directions were clear, his communication was top-notch and his correspondence was always delivered in a timely fashion. I would definitely work with Patrick again.

Tech Buzzwords from WhatIs.com
type: PodcastSeries

Tech Buzzwords of the Week
type: PodcastSeries

C++
type: Concept

Python
type: Concept

Security
type: Concept

Go
type: Concept

Cloud Computing
type: Concept

Jonathan D Barber
type: Person

Geoffrey J Barton
type: Person

Mei Nagappan
type: Person

GPS Raghava
type: Person

Stephen MJ Searle
type: Person

C++（编程语言）
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: C++ (programming language) @en
preferred label: C++ (langage de programmation) @fr

密码学
type: Concept
broader: 计算机科学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Cryptography @en
preferred label: Cryptographie @fr

地理信息科学
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Geomatics @en
preferred label: Géomatique @fr

Go（编程语言）
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Go (programming language) @en
preferred label: Go (langage de programmation) @fr

机器学习
type: Concept
broader: 计算机科学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Machine Learning @en
preferred label: Apprentissage automatique @fr

PostgreSQL
type: Concept
in scheme: Patrick Colm Audley — areas of expertise

Python（编程语言）
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Python (programming language) @en
preferred label: Python (langage de programmation) @fr

卫星影像
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Satellite Imagery @en
preferred label: Imagerie satellitaire @fr

信息安全
type: Concept
broader: 计算机科学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Information Security @en
preferred label: Sécurité de l'information @fr

Emergent Knowledge Graphs from High-Order Semantic Spaces
type: AcademicArticle
type: ScholarlyArticle
abstract: 一种可复现、从第一性原理出发之方法，用以发现高阶语义向量空间中涌现之知识图谱关系。融合流形学习、谱分析与残差分解，从嵌入式文本语料中提取非线性概念结构——生成可解释之图谱、基于余弦之相似度度量，以及适用于自动化本体构建之标注语义关系。实现代码见 nonlinear-semantic-graphs 仓库。
author: Patrick Colm Audley
date published: 2025-10-01T00:00:00Z
encoding: MediaObject
  encoding format: application/pdf
is part of: Working paper · Blackcat Informatics Inc. (2025)

Patrick Colm Audley
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type: PostalAddress
country-name: 加拿大
locality: Spruce Grove
postal-code: T7X 1R6
region: AB
street-address: 112 Westbourne Rd.
address country: CA
address locality: Spruce Grove
address region: AB
contained in place: 加拿大
geo: GeoCoordinates
  latitude: 5.354497e+01
  longitude: -1.139244e+02
postal code: T7X 1R6
street address: 112 Westbourne Rd.

page
type: ProfilePage
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modified: 2026-05-13T00:35:41-06:00
generated at time: 2026-05-13T00:35:41-06:00
was attributed to: Patrick Colm Audley
was generated by: patrickaudley.com static site generator
about: Patrick Colm Audley — areas of expertise
author: Patrick Colm Audley
copyright holder: Patrick Colm Audley
copyright year: 2026
creator: Patrick Colm Audley
date modified: 2026-05-13T00:35:41-06:00
editor: Patrick Colm Audley
language: zh
license: https://creativecommons.org/licenses/by-nc-sa/2.5/ca/
main entity: Patrick Colm Audley
publisher: Patrick Colm Audley

工程准则当为可执行之策略，非幻灯片中之陈年旧梦
type: BlogPosting
type: CreativeWork
type: SocialMediaPosting
abstract: If your team's standards live in a slide deck, your AI agents will violate them. coding-ethos compiles one YAML file into linter configs, git hooks, agent prompts, and an MCP server so the rules cannot drift between human and machine readers.
author: Patrick Colm Audley
date published: 2026-05-01T00:00:00Z
description: If your team's standards live in a slide deck, your AI agents will violate them. coding-ethos compiles one YAML file into linter configs, git hooks, agent prompts, and an MCP server so the rules cannot drift between human and machine readers.
language: zh
keywords: ai-agents
keywords: coding-ethos
keywords: mcp
keywords: policy-as-code
keywords: static-analysis
mentions: coding-ethos
publisher: Patrick Colm Audley
shared content: Reddit (r/GeminiCLI) original

标准 Graph Neural Networks 须借曲率语义流形方可致远
type: BlogPosting
type: CreativeWork
type: SocialMediaPosting
abstract: Standard GNNs are structurally constrained when mapping complex text attribution; linear aggregation in flat Euclidean space inevitably forces semantic drift. Looking to connect with researchers in TDA, geometric deep learning, and spectral graph theory.
author: Patrick Colm Audley
date published: 2026-04-22T00:00:00Z
description: Standard GNNs are structurally constrained when mapping complex text attribution; linear aggregation in flat Euclidean space inevitably forces semantic drift. Looking to connect with researchers in TDA, geometric deep learning, and spectral graph theory.
language: zh
keywords: graph-neural-networks
keywords: knowledge-representation
keywords: manifold-learning
keywords: topological-data-analysis
mentions: Emergent Knowledge Graphs from High-Order Semantic Spaces
mentions: nonlinear-semantic-graphs
publisher: Patrick Colm Audley
shared content: LinkedIn original

coding-ethos
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: coding-ethos
programming-language: Go
repository: GitRepository
  browse: https://github.com/paudley/coding-ethos
shortdesc: Policy-as-code enforcement for AI coding agents. MCP server + CEL policies + git hooks + SARIF + static-analysis guardrails so an autonomous agent can't ship code that fails your team's standards.
code repository: https://github.com/paudley/coding-ethos
creator: Patrick Colm Audley
date created: 2025-01-01T00:00:00Z
date modified: 2026-05-09T00:00:00Z
description: Policy-as-code enforcement for AI coding agents. MCP server + CEL policies + git hooks + SARIF + static-analysis guardrails so an autonomous agent can't ship code that fails your team's standards.
license: MIT
programming language: Go

nonlinear-semantic-graphs
type: Project
type: SoftwareSourceCode
maintainer: Patrick Colm Audley
name: nonlinear-semantic-graphs
programming-language: Python
repository: GitRepository
  browse: https://github.com/paudley/nonlinear-semantic-graphs
shortdesc: Discovering emergent knowledge-graph relations in high-order semantic vector spaces — manifold learning + spectral analysis applied to LLM embeddings to surface relations that aren't explicit in the source corpus.
code repository: https://github.com/paudley/nonlinear-semantic-graphs
creator: Patrick Colm Audley
date created: 2025-01-01T00:00:00Z
date modified: 2026-01-27T00:00:00Z
description: Discovering emergent knowledge-graph relations in high-order semantic vector spaces — manifold learning + spectral analysis applied to LLM embeddings to surface relations that aren't explicit in the source corpus.
license: MIT
programming language: Python

数学
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Mathematics @en
preferred label: Mathématiques @fr

人工智能
type: Concept
broader: 计算机科学
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Artificial Intelligence @en
preferred label: Intelligence artificielle @fr

管理咨询
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Management Consulting @en
preferred label: Conseil en management @fr

语义网
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Semantic Web @en
preferred label: Web sémantique @fr

计算机科学
type: Concept
in scheme: Patrick Colm Audley — areas of expertise
preferred label: Computer Science @en
preferred label: Informatique @fr

Patrick Colm Audley — areas of expertise
type: ConceptScheme
has top concept: 计算机科学
has top concept: C++（编程语言）
has top concept: 地理信息科学
has top concept: Go（编程语言）
has top concept: 管理咨询
has top concept: 数学
has top concept: PostgreSQL
has top concept: Python（编程语言）
has top concept: 卫星影像
has top concept: 语义网

Patrick Colm Audley
type: Person
family name: Audley
given name: Patrick
knows: Jonathan D Barber
knows: Geoffrey J Barton
knows: Mei Nagappan
knows: GPS Raghava
knows: Stephen MJ Searle
made: ai-notes
made: ar-ramblings
made: coding-ethos
made: colorout
made: core_data
made: e
made: git-ai-reporter
made: lru_cache
made: nonlinear-semantic-graphs
made: pyqa_lint
made: tsmdailyreport
nick: Digital Alchemist
nick: Full Spectrum Technologist
nick: paudley
nick: 全栈技术专家
additional name: He/him/his, one, xe/xir
address: Patrick Colm Audley
affiliation: aff-abt
affiliation: aff-adzilla
affiliation: aff-ardan-labs
affiliation: aff-axes
affiliation: aff-axion
affiliation: aff-bii
affiliation: aff-calyx
affiliation: aff-chaordix
affiliation: aff-cogneto
affiliation: aff-dominion
affiliation: aff-dundee
affiliation: aff-esg-analytics
affiliation: aff-fydodx
affiliation: aff-galaxy
affiliation: aff-gt-telecom
affiliation: aff-karve-it
affiliation: aff-mobio-architect
affiliation: aff-mobio-md
affiliation: aff-one45
affiliation: aff-placespeak
affiliation: aff-strutta
affiliation: aff-tanka
affiliation: aff-team-livable-vancouver
alternate name: Digital Alchemist
alternate name: Full Spectrum Technologist
alternate name: paudley
alternate name: 全栈技术专家
alternate name: 帕特里克·奥德利
alternate name: 欧德理
alumni of: School of Hard Knocks (Internet Edition)
callsign: VE7 XBC
contact point: Patrick Colm Audley
description: Hacker · Full-Spectrum Technologist · Polymath @en
description: Hacker · Technologue tous azimuts · Polymathe @fr
description: Hacker · 全栈技术专家 · 博学者
has credential: 加拿大皇家骑警可靠性审查
home location: Edmonton, AB, 加拿大
home location: Sherwood Park, AB, 加拿大
home location: Calgary, AB, 加拿大
home location: Dundee, 苏格兰, 英国
home location: Huntsville, 阿拉巴马州, 美国
home location: Vancouver, BC, 加拿大
home location: Spruce Grove, AB, 加拿大
image: ImageObject
  caption: Patrick Colm Audley
  content location: Place Vendôme, Paris
    type: Place
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  creator: Patrick Colm Audley
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job title: Principal @en
job title: 首席顾问
knows about: LAMP
knows about: Security Management
knows about: Open Source
knows about: Apache
knows about: Unix
knows about: Spatial Analysis
knows about: Start-ups
knows about: Cryptocurrency
knows about: SaaS

PropertyValue
property ID: ORCID
value: 0000-0003-4382-7625

PropertyValue
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value: Q139770478

Call by telephone
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target: tel:+17806700484

Read LLMs.txt for agent ingestion
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Read JSON-LD structured data graph
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Email general inquiries
type: CommunicateAction

Google Scholar citations
type: InteractionCounter
interaction type: ReadAction
user interaction count: 664