A Two-Week Sprint for Knowledge From Agile to Design Thinking. Scrum assumes tame problems that can be time-boxed, estimated with planning poker, decomposed into user stories, tracked on a velocity chart and declared done against a ...

Does Agile work for knowledge?

open.substack.com/pub/jessicat...

Knowledge Graphs, Part II The Enterprise Knowledge Graph is built for breadth across organizational systems. The Domain Knowledge Graph is built for depth within a single field of expertise. The Linked Data Knowledge Graph is ...

Interested in learning how to build knowledge graphs?

Here’s part two of the knowledge graph series.

open.substack.com/pub/jessicat...

The Ontology Pipeline™, Refreshed Where We Were, Where We Are, and the Future

Ontology Pipeline™️, Refresh.

It’s been more than a year, so I figured it’s time for a refresh.

open.substack.com/pub/jessicat...

Where Provenance Ends, Knowledge Decays I am an AI realist, not a skeptic.

I think this is my new favorite blog post/essay from @jtalisman.bsky.social:

"Where Provenance Ends, Knowledge Decays"

jessicatalisman.substack.com/p/where-prov...

#datasky #dataBS 📚

Excellent breakdown of how the word "context" is currently being abused, what it actually means (in a given context) and how it relates to the current state of token economics. So many well researched insights and choice quotes by the author in this. Lengthy article but very much worth the read.

Discipline is Taste About the intelligence of discipline and how taste is discipline.

A ton of research went into this essay.

Discipline is the ability to exercise taste and taste requires judgement.

open.substack.com/pub/jessicat...

The Context Problem Token Economics, the Cost of Context and the Word That Means Everything

This context silliness is showing us how insane the AI industry is.

Try to define the word in a room full of technologists and tell me how it goes 😂

open.substack.com/pub/jessicat...

The Internet of Probability Large language models (LLMs) are transforming the internet, from a repository of knowledge into an engine of plausibility. When AI models came online for general use, the internet was already existing...

Thank you, @jennajordan.me 💗 New one published: open.substack.com/pub/jessicat...

The Internet of Probability Large language models (LLMs) are transforming the internet, from a repository of knowledge into an engine of plausibility. When AI models came online for general use, the internet was already existing...

New essay: The Internet of Probability.

The internet is quickly changing. Truth is a game of probability.

open.substack.com/pub/jessicat...

Ontology Ontology, Part I, The Architecture of Meaning. Disseminating confusion around what an ontology is and is not. Overview of qualifiers for ontologies, looking at standards and protocols.

Ontology Part I
The Architecture of Meaning

This essay is the first in a four-part series.

I’ll break down concepts, bring clarity to what an ontology is and is not.

I’ll share resources, standards, and help you get started modeling and building ontologies.

open.substack.com/pub/jessicat...

Where Provenance Ends, Knowledge Decays I am an AI realist, not a skeptic.

When a model ingests carefully documented claims, it strips its provenance, l unattributed text,and replicates the exact mechanism by which historical knowledge has always been lost — only now it happens millions of times a day, across every domain.

open.substack.com/pub/jessicat...

A Practitioner’s Guide to Taxonomies, Part III Formalizing with SKOS

It’s here: A Practitioner’s Guide to Taxonomies, Part III

Formalizing with SKOS

This essay and tutorial has all you need to build a validated, RDF SKOS taxonomy.

Happy building!

open.substack.com/pub/jessicat...

Thank you, @jennajordan.me 💗

Intentional Arrangement | Jessica Talisman | Substack I am an Information Architect and Semantic Engineer. I have been organizing and building digital knowledge ecosystems since 1997. Intentional Arrangement is the name of my book Intentional Arrangeme...

Throughout the talk I also referenced a few amazing librarians & data practitioners who inspired and informed the content. Please follow them and their work!

Jessica Talisman
On bluesky as: @jtalisman.bsky.social
Find content at: jessicatalisman.substack.com

A Practitioner's Guide to Taxonomies, Part II Building Your First Taxonomy Without SKOS

Part II of a Practitioner’s Guide to Taxonomies is now live!

Building Your First Taxonomy without SKOS

open.substack.com/pub/jessicat...

And thank you @karensmiley.com

Found same group has 4 derivative articles, also plagiarized. 🙄

The Trillion-Dollar Rebranding Plagiarism, VC Marketing, and the Erosion of Truth in the Age of AI

Foundation Capital’sContext Graph article, published Dec 22, plagiarized my four-part process PKM essays published between Dec 3—Dec 18.

Counted three more articles by same group: also plagiarized.

I’m a librarian so of course I’m calling it out 📚

open.substack.com/pub/jessicat...

A Practitioner's Guide To Taxonomies, Part I The Prep Work

New essay out—the first installment in a three part series about taxonomies.

Curious how to build a taxonomy? Not sure of where to start or what’s required?

Head on over to my Substack!

open.substack.com/pub/jessicat...

You Can't Afford to NOT Hire an Expert Domain Experts Are Not Mere Gatekeepers

New essay just published!

Domain expertise in knowledge management is critical, as we march forward with AI.

open.substack.com/pub/jessicat...

Process Knowledge Management, Part III How We Lost Our Way

How We Lost Our Way

I’ve been absent from Blueskye for a minute.

Catching up on all things writing, here’s part three of my Process Knowledge Management series.

open.substack.com/pub/jessicat...

Controlled Vocabulary Part I Foundations for Semantic Integrity

Most recent essay

Controlled vocabularies

Foundations for Semantic Integrity

THIS is context engineering 💡

open.substack.com/pub/jessicat...

Metadata as a Data Model Part II: Semantic Theater and Governance

Metadata as a Data Model Part II, Semantic Theater is now published!

Join me on my Substack

open.substack.com/pub/jessicat...

Metadata as a Data Model Part I

My ✨new✨ Substack article: Metadata as a Data Model.

The foundation of this piece is a reflection on how library science informs metadata systems in contrast to how enterprises manage metadata.

A hint: in library science, metadata systems are data models 😉

open.substack.com/pub/jessicat...

@jtalisman.bsky.social has been busy this year - and will have much new goodness to share at Data Day Texas 2026
datadaytexas.com

Why AI Isn't Autonomous (Yet) Part III: What Agentic AI Needs

Why AI Isn’t Autonomous (Yet):

What Agentic AI Needs

Spoiler 🚩🚩🚩 it has to do with #knowledge

#ai #IA #taxonomy #ontology #graphs

open.substack.com/pub/jessicat...

New article: this is Part I of a three part series.

Why AI Isn’t Autonomous (Yet)

Part I: open.substack.com/pub/jessicat...

The Ontology Pipeline A Semantic Knowledge Management Framework

This happens as part of entity reconciliation and management. See my Ontology Pipeline article

open.substack.com/pub/jessicat...

Starting with the taxonomy and proliferating throughout, this is about orchestration and alignment. Building entity reconciliation and entity management utilities is critical to a knowledge infrastructure.