What kind of thing are you resolving?
Entities, references, and identity attributes, in Talburt's vocabulary. Every entity type breaks differently, and the maths is not what changes.
Dennis Irorere
Hey there. If you're meeting my curated digital self, well, nice to meet you. I hope to meet you properly someday.
A simple rundown. I'm interested in, and actively working on, representations, information quality, and the data engineering underneath it. Entity resolution, NER, classification, and digital identity: decentralised, self-sovereign, and the question of who decides your data is yours. In more marketable terms: record linkage, knowledge graphs, semantic layers, and intelligence.
Lately that means AI agents, and whether one understands what it is acting on, and knows when to refuse. That's me.
Data for the Rest of Us is out. Order a copy.
Latest
Real Takes Time
A new site, two months of silence, and why I decided to lean in rather than out
Alignment starts with reference
Before you align a system to human values, it has to know what it is talking about.
Remaining ThoughtFul in AI Acceleration
what does responsible AI-assisted engineering actually look like
What do I want
Selflessness is something I am having to think about more deeply
Writing the journey, as it happened
- Identity My New Problem Space
- My 2025 A Slow Burn
- Identity Is An Inference Problem
- How Books Are Rewiring Me
- How Staying Calm and Relax Helps
Notes living, revised
- What kind of thing are you resolving?
- Alignment starts with reference
- Human machine symbiosis, sixty years on
- What an agent should refuse to do
- What entity resolution actually is