Sign in

ahrenlehnert.bsky.social

@ahrenlehnert.bsky.social
50 followers 30 following 36 posts

Semantic architect and swimmer.

PostsRepliesMedia
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 23/09/2026
In September's blog, I consider the interplay between politics, language, and power and how taxonomies and ontologies relate. #taxonomy #ontology informationpanopticon.blog/2026/09/23/p...
informationpanopticon.blog
Politics, Language, Power
“Clichés, stock phrases, adherence to conventional, standardized codes of expression and conduct have the socially recognized function of protecting us against reality, that is, against the claim o…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 26/08/2026
In August’s blog, I consider the relationship between taxonomies, reference data, and master data management. #taxonomy #referencedata #masterdatamanagement #mdm informationpanopticon.blog/2026/08/26/t...
informationpanopticon.blog
Taxonomies, Reference Data, and MDM
“I have been so long master that I would be master still, or at least that none other should be master of me.” – Bram Stoker, Dracula In preparation for my presentation, “What’s the Scenario?…
010
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 22/07/2026
In July's blog, I talk about skos:Collection and how it can be used. #taxonomy #skos informationpanopticon.blog/2026/07/22/t...
informationpanopticon.blog
The Simplicity of SKOS Collections
“Our little lives get complicated / It’s a simple thing / Simple as a flower / And that’s a complicated thing.” – Love and Rockets, No New Tale to Tell The W3C SKOS standard is de…
010
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 25/06/2026
In June's blog, I follow up to last month's post with thoughts on how and where to document taxonomy decisions. #taxonomy #taxonomygovernance informationpanopticon.blog/2026/06/24/d...
informationpanopticon.blog
Documenting Taxonomy Decisions
“Indecision clouds my vision / No one listens” – Faith no More, Falling to Pieces A foundational tenet of taxonomy work is documenting decisions, including what the decision was, when it was …
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 26/05/2026
In May’s blog, I offer some suggestions on how to mitigate endless taxonomy review cycles. #taxonomy #taxonomydevelopment informationpanopticon.blog/2026/05/26/t...
informationpanopticon.blog
Taxonomy Obl(Iterations)
“Beware of allowing a tactless word, a rebuttal, a rejection to obliterate the whole sky” – Anaïs Nin, The Diary of Anaïs Nin There is no better way to gain trust and buy-in for enterprise ta…
010
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 29/04/2026
In April's blog, I briefly summarize some themes and trends from Taxonomy Boot Camp London. #taxonomy #tbcl informationpanopticon.blog/2026/04/28/t...
informationpanopticon.blog
Themes and Trends from Taxonomy Boot Camp London
“And history was the reason why she would never go to London. She saw it as dominated by the Bloody Tower, Fleet Street full of demon barbers, as well as dangerous escalators everywhere.” – A…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 30/03/2026
In March’s blog, I consider how straying from taxonomy design best practices can lead to foundationally unsound semantic models. #taxonomy informationpanopticon.blog/2026/03/30/t...
informationpanopticon.blog
Taxonomies and the Fall of the House of Escher
“I know not how it was–but, with the first glimpse of the building, a sense of insufferable gloom pervaded my spirit.” – Edgar Allen Poe, The Fall of the House of Usher I consider well-…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 26/02/2026
In February's blog, I discuss ways to mirror semantics in systems not designed to support semantic structures. #taxonomy #informationarchitecture informationpanopticon.blog/2026/02/25/s...
informationpanopticon.blog
Smoke and Mirrors
“But it’s always been a smoke and mirrors game / Anyone would do the same.” – Gotye, Smoke and Mirrors It’s pretty common for organizations to have many software systems and platforms. Some a…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 26/01/2026
In January’s blog, I consider the perceived shift from business taxonomists to technical ontologists and the taxonomy-AI disconnect. #taxonomy #artificialintelligence #ontology informationpanopticon.blog/2026/01/25/t...
informationpanopticon.blog
The AI-Taxonomy Disconnect
“Me, I disconnect from you.” – Gary Numan, Me! I Disconnect from You I have seen a significant decline in the number of taxonomist positions available. Wondering if I was in a myopic bubble b…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 29/12/2025
In my last blog post of 2025, I offer up some taxonomy modeling and tooling workarounds to get your taxonomy program started. Happy New Year! #taxonomy #taxonomymanagement informationpanopticon.blog/2025/12/29/t...
informationpanopticon.blog
The Art of Taxonomy Workarounds
“With the greatest of ease / I stay on track like the greatest of skis.” – Stress Eater, Czarface, Kool Keith, Rocket Science In all my years working in taxonomy, there have been few times I …
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 27/11/2025
In November's blog, I highlight some themes from the recent KMWorld Conference and discuss why things are weird. #taxonomy #artificialintelligence
informationpanopticon.blog
KMWorld 2025 Themes and Trends
“But I’m a creep / I’m a weirdo / What the hell am I doin’ here? / I don’t belong here.” – Radiohead, Creep I attended the KMWorld Conference and two of the four co-lo…
010
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 14/11/2025
Looking forward to being a co-presenter with Yonah Levenson at Taxonomy Boot Camp discussing the relationship between taxonomists and information architects! #taxobc #taxonomy #informationarchitecture lnkd.in/g4_iUUFD
lnkd.in
LinkedIn
This link will take you to a page that’s not on LinkedIn
021
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 31/10/2025
In October's blog, I summarize the high-level themes from the Henry Stewart DAM and Semantic Data Conferences in New York. #artificialintelligence #taxonomy #metadata informationpanopticon.blog/2025/10/31/s...
informationpanopticon.blog
Semantic Data 2025 Themes and Trends
“Trust in me, just in me / Shut your eyes and trust in me” – The Jungle Book I attended the Henry Steward Semantic Data Conference co-located with HS DAM in New York City a few weeks ago. As …
020
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 29/09/2025
In September's blog, I continue themes I will be discussing in my keynote at Semantic Data New York on October 14th. informationpanopticon.blog/2025/09/29/t...
informationpanopticon.blog
The AI Bot Wars
“A robot may not injure a human being or, through inaction, allow a human being to come to harm.” – Isaac Asimov, I, Robot Someday in the distant future, automated artificial intelligence bot…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 26/08/2025
In August's blog, I revisit a topic I presented on years ago: developing taxonomies and ontologies in an Agile workplace. #taxonomy #agile
informationpanopticon.blog
Taxonomy & Agile
“The purpose of a scrum is to restart play with a contest for possession after a minor infringement or stoppage.” – World Rugby, Law 19 In 2010, I worked as a taxonomist (and content and reco…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 31/07/2025
In July’s blog, I lead into my presentation at Semantic Data New York in October by considering the current state of truth in relation to semantic data. informationpanopticon.blog/2025/07/31/t...
informationpanopticon.blog
Truth & Consequences
“We live in a world where there is more and more information, and less and less meaning.” – Jean Baudrillard, Simulacra and Simulation The art and science of taxonomy, developed by Carl Linna…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 23/06/2025
In June's blog, I do a little wallowing in the taxonomy blues. informationpanopticon.blog/2025/06/23/t...
informationpanopticon.blog
Taxonomy Blues
“I got to keep movin’, I got to keep movin’/Blues fallin’ down like hail, blues fallin’ down like hail/Hmm-mmm, blues fallin’ down like hail, blues fallin’ down …
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 28/05/2025
In May's blog, I consider friction and complexity through the lens of taxonomy and ontology practice. #taxonomy #ontology informationpanopticon.blog/2025/05/28/f...
informationpanopticon.blog
Friction and Complexity
“Without culture there can be no growth; without exertion, no acquisition; without friction, no polish; without labor, no knowledge; without action, no progress and without conflict, no victory.” &…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 28/04/2025
In April's blog, I consider the use of skos:altLabel and possible variants. informationpanopticon.blog/2025/04/28/n...
informationpanopticon.blog
Nobody’s Alt but Mine
“A good ruler has to learn his world’s language, and that’s different for every world, the language you don’t hear just with your ears.” – Frank Herbert, Dune Synonymy Synon…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 25/04/2025
Looking forward to presenting "No Conspiracies Here! Clear and Transparent Taxonomy Foundations" at #IAC25 on Friday, May 2nd! www.theiaconference.com/program/
theiaconference.com
IAC25 Program – IAC: Information Architecture Conference
010
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 31/03/2025
In March's blog, I consider the difference between taxonomy concepts with longevity and ephemeral, trending concepts which can be useful to reach a company's audience.
informationpanopticon.blog
Taxonomies, the Eternal, and the Ephemeral
“Have you sped through fleeting customs, popularities?” – Walt Whitman, As I Sat Alone by Blue Ontario’s Shores Taxonomists and ontologists are, quite reasonably, obsessed with the is-ness of…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 24/02/2025
In February's post, I consider who should own the taxonomy and where it should live in an organization.
informationpanopticon.blog
Who Owns the Taxonomy?
“Ownership is not a vice, not something to be ashamed of, but rather a commitment, and an instrument by which the general good can be served.” – Václav Havel In my experience, when a business…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 06/01/2025
In my first blog post of 2025, I consider the path I took to becoming a taxonomist and the skills I believe someone needs to have to be successful in this role. #taxonomy #careers
informationpanopticon.blog
The Path to Taxonomist
“And you may ask yourself, “Well, how did I get here?” – The Talking Heads, Once in a Lifetime When people ask me what I do for a living, I usually say something like “information manag…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 20/12/2024
In my last blog post of 2024, I consider the zeitgeist of misinformation and the place of semantic models. #taxonomy #Misinformation
informationpanopticon.blog
Taxonomies and Turnover, or Johnny Pneumonic
“In any given culture and at any given moment, there is always only one ‘episteme’ that defines the conditions of possibility of all knowledge, whether expressed in theory or silently i…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 27/11/2024
In November's blog, I recount major themes from the co-located 2024 KMWorld conferences held in Washington, D.C.
informationpanopticon.blog
KMWorld Themes and Trends
“At a certain level of machine-ness, of immersion in virtual machinery, there is no more distinction between man and machine.” – Jean Baudrillard, Violence of the Virtual and Integral Reality…
010
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 21/11/2024
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 19/11/2024
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 18/11/2024
000
Reposted by ahrenlehnert.bsky.social
CNN @cnn.com · 15/11/2024
The $7,500 tax credit for buyers of electric vehicles could be vanishing early in the new Trump administration, but that might actually be good news for Tesla and its CEO Elon Musk, one of President-elect Donald Trump’s most prominent backers.
cnn.com
Trump may end the $7,500 EV tax credit. Elon Musk and Tesla would reap the rewards | CNN Business
The $7,500 tax credit for buyers of electric vehicles could be vanishing early in the new Trump administration, but that might actually be good news for Tesla and its CEO Elon Musk, one of President-e...
5627056
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 28/10/2024
In October’s blog, I consider how concealing the complexity of semantic models has the unintended consequence of hiding taxonomists’ work. #taxonomy #userexperience
informationpanopticon.blog
Specialty Skills and the Risks of Hidden Complexity
“The Cube is, at the same time, a symbol of simplicity and complexity.” – Ernő Rubik Taxonomists and ontologists–sometimes separate but more often one and the same role I’ll simply call a “ta…
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 23/09/2024
In September's post, I focus on the challenges around trying to model processes and sequential information in taxonomies. #taxonomy #ontology
informationpanopticon.blog
Modeling a Moving Target
“Like a wave in the physical world, in the infinite ocean of the medium which pervades all, so in the world of organisms, in life, an impulse started proceeds onward, at times, may be, with the speed ...
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 29/07/2024
In July's blog, I consider how not to say what you mean in taxonomy. #taxonomy
informationpanopticon.blog
How Not to Say What You Mean
The author at the Panathenaic Stadium in Athens, Greece, the site of the first modern Olympic Games. “If I had a world of my own, everything would be nonsense. Nothing would be what it is, because eve...
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 26/06/2024
This month, I cover some methods for communicating the value of taxonomies to potential business stakeholders. #taxonomy
informationpanopticon.blog
Taxonomy Calling
“Hello, is it me you’re looking for? / ‘Cause I wonder where you are / And I wonder what you do / Are you somewhere feeling lonely?” - Lionel Richie, Hello One of the most challenging activities in ta...
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 28/05/2024
In May's blog, I discuss the importance of being able to separate and filter semantic and navigational taxonomies. #taxonomy
informationpanopticon.blog
Tempering Your “No Filter” Taxonomy
“Do what they say / Say what they mean / One thing leads to another.” - One Thing Leads to Another, The Fixx Are your consumers overwhelmed by a barrage of terms and phrases coming at them from your t...
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 18/04/2024
In this month's blog, I consider how to define the borders of what is included in taxonomies.
informationpanopticon.blog
Defining Taxonomy Borders
“Before I built a wall I’d ask to know/ What I was walling in or walling out,/ And to whom I was like to give offense.” - Robert Frost, Mending Wall What data should be included in taxonomy models can...
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 26/03/2024
Here is my third blog entry of 2024. In this blog, I consider the slow pace of taxonomy and ontology building vs the rapid pace of machine learning models applied to semantic development. As with all my blog posts, my opinions are my own.
informationpanopticon.blog
The Taxonomy Tortoise and the ML Hare
“I knew I shoulda’ taken that left turn at Albuquerque.” - Bugs Bunny For better or worse, much of my childhood was informed by Looney Tunes, Monty Python, and a diet of science fiction ranging from t...
000
ahrenlehnert.bsky.social @ahrenlehnert.bsky.social · 22/02/2024
My first post on Bluesky, and my second blog post of 2024. In this blog, I consider what risks may be involved when designing semantic models for business purposes. As with all my blog posts, my opinions are my own. I hope you enjoy!
informationpanopticon.blog
Semantics and Risk
“There are no facts, only interpretations.” - Friedrich Nietzsche Behind every creation–a work of art, musical composition, outstanding sporting performance–there is a creator. Behind a creator’s crea...
060