Patrick Colm Audley
type: Person
given name: Patrick
family name: Audley
alternate name: paudley
alternate name: Full Spectrum Technologist
alternate name: Digital Alchemist
alternate name: 全栈技术专家
alternate name: 欧德理
alternate name: 帕特里克·奥德利
nick: paudley
nick: Full Spectrum Technologist
nick: Digital Alchemist
nick: 全栈技术专家
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
image: ImageObject
  encoding format: image/avif
  width: 460
  height: 460
  caption: Patrick Colm Audley
  content location: Place Vendôme, Paris
    type: Place
    geo: GeoCoordinates
      latitude: 48.8677
      longitude: 2.3294
  date created: 2022-09-19T10:52:25+02:00
  creator: Patrick Colm Audley
main entity of page: https://patrickaudley.com/
callsign: VE7 XBC
job title: Principal @en
job title: 首席顾问
additional name: He/him/his, one, xe/xir
knows language: English
knows language: French
knows language: Mandarin
nationality: 加拿大
address: Patrick Colm Audley
contact point: Patrick Colm Audley
works for: bii
member of: bii
member of: Canadian Artificial Intelligence Association (CAIAC)
owns: Globally Aware Authentication System
owns: System and method for user polling over a network
subject of: Emergent Knowledge Graphs from High-Order Semantic Spaces
subject of: Evaluating Usability and Security: All Ages
subject of: OXBench: A benchmark for evaluation of protein multiple sequence alignment accuracy
subject of: 工程准则当为可执行之策略，非幻灯片中之陈年旧梦
subject of: 标准 Graph Neural Networks 须借曲率语义流形方可致远
subject of: 何谓认知生物识别？
subject of: 何谓 FFIEC 合规？
subject of: Notes — Patrick Colm Audley
subject of: rec-danny-wood
subject of: rec-manu-kapoor
subject of: rec-sabrina-gould
subject of: rec-michael-chiang
subject of: rec-randy-corke
subject of: rec-galya-westler
subject of: rec-lance-bryant
subject of: rec-lindsey-mcewan
subject of: rec-bruce-sanderson
subject of: rec-michael-lee
knows about: 计算机科学
knows about: 数学
knows about: 语义网
knows about: 高性能计算
knows about: 云计算
knows about: 生物信息学
knows about: 机器学习
knows about: 人工智能
knows about: 密码学
knows about: 信息安全
knows about: 大型语言模型
knows about: 生成式AI
knows about: 智能体（Agent AI）
knows about: 流形学习
knows about: 语义分析
knows about: 拓扑数据分析
knows about: 谱图理论
knows about: 关联数据
knows about: 知识图谱
knows about: 本体工程
knows about: 公钥基础设施
knows about: 生物特征认证
knows about: 卫星影像
knows about: 地理信息科学
knows about: PostgreSQL
knows about: Go（编程语言）
knows about: Python（编程语言）
knows about: C++（编程语言）
knows about: 管理咨询

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

PropertyValue
property ID: Wikidata
value: Q139770478

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

Email general inquiries
type: CommunicateAction

Call by telephone
type: CommunicateAction
target: tel:+17806700484

Read LLMs.txt for agent ingestion
type: ReadAction
target: EntryPoint
  url template: https://patrickaudley.com/llms.txt
  encoding type: text/plain

Read JSON-LD structured data graph
type: ReadAction
target: EntryPoint
  url template: https://patrickaudley.com/index.jsonld
  encoding type: application/ld+json

Patrick Colm Audley
type: PostalAddress
type: Address
street address: 112 Westbourne Rd.
street-address: 112 Westbourne Rd.
address locality: Spruce Grove
locality: Spruce Grove
address region: AB
region: AB
postal code: T7X 1R6
postal-code: T7X 1R6
address country: CA
country-name: 加拿大
geo: GeoCoordinates
  latitude: 53.544972052216295
  longitude: -113.92439808633804
contained in place: 加拿大

GPS Raghava
type: Person

Geoffrey J Barton
type: Person

Stephen MJ Searle
type: Person

Jonathan D Barber
type: Person

Mei Nagappan
type: Person

Globally Aware Authentication System
type: CreativeWork
type: Patent
patent number: US20080222706A1
identifier: US20080222706A1
date published: 2008-09-11T00:00:00Z
date created: 2007-03-08T00:00:00Z
inventor: Patrick Colm Audley
creator: Patrick Colm Audley
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。

System and method for user polling over a network
type: CreativeWork
type: Patent
patent number: US13538858
identifier: US13538858
date created: 2012-06-29T00:00:00Z
inventor: Patrick Colm Audley
creator: Patrick Colm Audley
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）。

Emergent Knowledge Graphs from High-Order Semantic Spaces
type: ScholarlyArticle
type: AcademicArticle
date published: 2025-10-01T00:00:00Z
is part of: Working paper · Blackcat Informatics Inc. (2025)
encoding: MediaObject
  encoding format: application/pdf
author: Patrick Colm Audley
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。

Evaluating Usability and Security: All Ages
type: ScholarlyArticle
type: AcademicArticle
date published: 2007-04-30T00:00:00Z
is part of: CHI 2007 — Workshop on Usability and Security
encoding: MediaObject
  encoding format: application/pdf
author: Patrick Colm Audley
author: Mei Nagappan
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。

OXBench: A benchmark for evaluation of protein multiple sequence alignment accuracy
type: ScholarlyArticle
type: AcademicArticle
date published: 2003-10-10T00:00:00Z
is part of: BMC Bioinformatics 4:47 (2003)
encoding: MediaObject
  encoding format: application/pdf
doi: 10.1186/1471-2105-4-47
author: GPS Raghava
author: Stephen MJ Searle
author: Patrick Colm Audley
author: Jonathan D Barber
author: Geoffrey J Barton
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。

coding-ethos
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/coding-ethos
programming language: Go
programming-language: Go
license: MIT
date created: 2025-01-01T00:00:00Z
date modified: 2026-05-09T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

ai-notes
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/ai-notes
programming language: Shell
programming-language: Shell
license: MIT
date created: 2023-01-01T00:00:00Z
date modified: 2026-05-09T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

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

nonlinear-semantic-graphs
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/nonlinear-semantic-graphs
programming language: Python
programming-language: Python
license: MIT
date created: 2025-01-01T00:00:00Z
date modified: 2026-01-27T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

pyqa_lint
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/pyqa_lint
programming language: Python
programming-language: Python
license: MIT
date created: 2024-01-01T00:00:00Z
date modified: 2025-11-12T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

git-ai-reporter
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/git-ai-reporter
programming language: Python
programming-language: Python
license: MIT
date created: 2024-01-01T00:00:00Z
date modified: 2025-08-26T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

lru_cache
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/lru_cache
programming language: C++
programming-language: C++
license: GPL-2.0
date created: 2004-01-01T00:00:00Z
date modified: 2025-08-06T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

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

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

tsmdailyreport
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/tsmdailyreport
programming language: Perl
programming-language: Perl
license: GPL-2.0
date created: 2010-01-01T00:00:00Z
date modified: 2020-07-16T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

ar-ramblings
type: SoftwareSourceCode
type: Project
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.
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
repository: GitRepository
  browse: https://github.com/paudley/ar-ramblings
programming language: PHP
programming-language: PHP
license: GPL-2.0
date created: 2010-01-01T00:00:00Z
date modified: 2016-08-20T00:00:00Z
maintainer: Patrick Colm Audley
creator: Patrick Colm Audley

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

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

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

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

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

aff-team-livable-vancouver
type: OrganizationRole
role name: 公园委员会候选人
start date: 2022-08
end date: 2022-09
description: 公民参与 · 温哥华政治
works for: TEAM for a Livable Vancouver

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

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

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

aff-tanka
type: OrganizationRole
role name: 首席技术官
start date: 2017-01
end date: 2022-07
description: 地理空间情报 · 卫星影像分析
works for: Tanka Technologies Inc.

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

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

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

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

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

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

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

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

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

aff-adzilla
type: OrganizationRole
role name: 高级软件架构师
start date: 2004-12
end date: 2006-01
description: ICAP · 行内网页修改
works for: Adzilla New Media

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

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

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

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

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

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

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

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

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

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

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

School of Hard Knocks (Internet Edition)
type: EducationalOrganization
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。
alumni: Patrick Colm Audley

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

rec-danny-wood
type: Recommendation
item reviewed: Patrick Colm Audley
author: Danny Wood
  type: Person
  job title: Chief Product Officer, Tilt
date published: 2016-07-13T00:00:00Z
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-manu-kapoor
type: Recommendation
item reviewed: Patrick Colm Audley
author: Manu Kapoor
  type: Person
  job title: Senior Frontend Engineer, Rival Technologies
date published: 2015-05-27T00:00:00Z
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-sabrina-gould
type: Recommendation
item reviewed: Patrick Colm Audley
author: Sabrina Gould
  type: Person
  job title: Data Entry Clerk, Maxwell Geo Services
date published: 2014-05-08T00:00:00Z
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.

rec-michael-chiang
type: Recommendation
item reviewed: Patrick Colm Audley
author: Michael Chiang
  type: Person
  job title: Senior Data Scientist, Workday
date published: 2013-04-06T00:00:00Z
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-randy-corke
type: Recommendation
item reviewed: Patrick Colm Audley
author: Randy Corke
  type: Person
  job title: Marketing, The Dinner Daily
date published: 2012-12-05T00:00:00Z
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-galya-westler
type: Recommendation
item reviewed: Patrick Colm Audley
author: Galya Westler
  type: Person
  job title: Product Specialist & CEO, Plazus Technologies Inc.
date published: 2011-11-14T00:00:00Z
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
item reviewed: Patrick Colm Audley
author: Lance Bryant
  type: Person
  job title: Senior Developer, Neo Financial
date published: 2011-08-17T00:00:00Z
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
item reviewed: Patrick Colm Audley
author: Lindsey McEwan
  type: Person
  job title: Hands-on Creative Marketing Manager (Freelance)
date published: 2010-08-31T00:00:00Z
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-bruce-sanderson
type: Recommendation
item reviewed: Patrick Colm Audley
author: Bruce Sanderson
  type: Person
  job title: CEO, DocVM
date published: 2009-03-03T00:00:00Z
review body: Patrick was an invaluable asset to Galaxy and helped provided significant advancements for the company.

rec-michael-lee
type: Recommendation
item reviewed: Patrick Colm Audley
author: Michael Vay Lee
  type: Person
  job title: Director Software Engineering, Article
date published: 2007-07-11T00:00:00Z
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.

何谓认知生物识别？
type: PodcastEpisode
type: CreativeWork
date published: 2007-01-01T00:00:00Z
duration: PT30M30S
main entity of page: https://patrickaudley.com/#pod-cognitive-biometric
part of series: Tech Buzzwords from WhatIs.com
associated media: 何谓认知生物识别？
publisher: TechTarget / WhatIs.com
contributor: Patrick Colm Audley
about: Patrick Colm Audley
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。
keywords: cognitive-biometric
keywords: adaptive-authentication
keywords: behavioural-biometrics
keywords: passthought
keywords: cognometrics
language: en
copyright year: 2007

何谓认知生物识别？
type: AudioObject
encoding format: audio/mpeg
duration: PT30M30S
content size: 29296466
upload date: 2007-01-01T00:00:00Z

Tech Buzzwords from WhatIs.com
type: PodcastSeries

何谓 FFIEC 合规？
type: PodcastEpisode
type: CreativeWork
date published: 2007-01-01T00:00:00Z
duration: PT12M23S
main entity of page: https://patrickaudley.com/#pod-ffiec-compliance
part of series: Tech Buzzwords of the Week
associated media: 何谓 FFIEC 合规？
publisher: TechTarget / WhatIs.com
contributor: Patrick Colm Audley
about: Patrick Colm Audley
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。
keywords: ffiec
keywords: compliance
keywords: fintech-regulation
keywords: multi-factor-authentication
keywords: phishing
keywords: real-time-risk-analysis
language: en
copyright year: 2007

何谓 FFIEC 合规？
type: AudioObject
encoding format: audio/mpeg
duration: PT12M23S
content size: 11899309
upload date: 2007-01-01T00:00:00Z

Tech Buzzwords of the Week
type: PodcastSeries

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: SocialMediaPosting
type: CreativeWork
date published: 2026-05-01T00:00:00Z
main entity of page: https://patrickaudley.com/#post-coding-ethos-runnable-policy
shared content: Reddit (r/GeminiCLI) original
keywords: ai-agents
keywords: policy-as-code
keywords: coding-ethos
keywords: mcp
keywords: static-analysis
mentions: coding-ethos
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.
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.
author: Patrick Colm Audley
publisher: Patrick Colm Audley
language: zh

标准 Graph Neural Networks 须借曲率语义流形方可致远
type: BlogPosting
type: SocialMediaPosting
type: CreativeWork
date published: 2026-04-22T00:00:00Z
main entity of page: https://patrickaudley.com/#post-graph-neural-networks-need-curved-manifolds
shared content: LinkedIn original
keywords: topological-data-analysis
keywords: graph-neural-networks
keywords: manifold-learning
keywords: knowledge-representation
mentions: nonlinear-semantic-graphs
mentions: Emergent Knowledge Graphs from High-Order Semantic Spaces
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.
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.
author: Patrick Colm Audley
publisher: Patrick Colm Audley
language: zh

Notes — Patrick Colm Audley
type: DataFeed
description: Working notes, position pieces, and short essays. Cross-posted from various platforms.
main entity of page: https://patrickaudley.com/#notes
publisher: Patrick Colm Audley
author: Patrick Colm Audley
encoding: Atom 1.0 feed
  type: MediaObject
  encoding format: application/atom+xml
encoding: Markdown corpus
  type: MediaObject
  encoding format: text/markdown
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
language: zh
license: https://creativecommons.org/licenses/by-nc-sa/2.5/ca/

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Software Architecture
type: Concept

Data Science
type: Concept

Spatial Analysis
type: Concept

Cloud Computing
type: Concept

Agile Methodologies
type: Concept

Software Development
type: Concept

Databases
type: Concept

Start-ups
type: Concept

Web Applications
type: Concept

Unix
type: Concept

Linux
type: Concept

E-commerce
type: Concept

Security
type: Concept

Mobile Applications
type: Concept

MySQL
type: Concept

SaaS
type: Concept

Software Design
type: Concept

Subversion
type: Concept

Mobile Devices
type: Concept

Amazon Web Services (AWS)
type: Concept

Web Development
type: Concept

Scalability
type: Concept

Apache
type: Concept

Software Engineering
type: Concept

OOP
type: Concept

Product Development
type: Concept

Entrepreneurship
type: Concept

Network Security
type: Concept

Web Services
type: Concept

AJAX
type: Concept

Scrum
type: Concept

Cryptography
type: Concept

LAMP
type: Concept

Android
type: Concept

Managed Services
type: Concept

Data Center
type: Concept

PKI
type: Concept

REST
type: Concept

Program Management
type: Concept

Security Management
type: Concept

Open Source
type: Concept

Cryptocurrency
type: Concept

Go
type: Concept

Python
type: Concept

C++
type: Concept

Ruby
type: Concept

JavaScript
type: Concept

Perl
type: Concept

PHP
type: Concept

jQuery
type: Concept

XML
type: Concept

Canadian Artificial Intelligence Association (CAIAC)
type: Organization

page
type: ProfilePage
type: WebPage
main entity: Patrick Colm Audley
author: Patrick Colm Audley
copyright holder: Patrick Colm Audley
creator: Patrick Colm Audley
editor: Patrick Colm Audley
publisher: Patrick Colm Audley
language: zh
copyright year: 2026
date modified: 2026-05-12T23:21:25-06:00
modified: 2026-05-12T23:21:25-06:00
about: Patrick Colm Audley — areas of expertise
license: https://creativecommons.org/licenses/by-nc-sa/2.5/ca/
was generated by: patrickaudley.com static site generator
was attributed to: Patrick Colm Audley
generated at time: 2026-05-12T23:21:25-06:00

About
type: WebPageElement
is part of: page

The Arts
type: WebPageElement
is part of: page

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

patrickaudley.com static site generator
type: Activity
type: SoftwareApplication
description: Go html/template + jampack post-processing pipeline.
was associated with: Patrick Colm Audley
ended at time: 2026-05-12T23:21:25-06:00