HeyJaredThe Inference Engineer
We are at the boundaries of systems theory, where inferencing meets history, and context is king.
- Indexed issues, last 90 days
- 9
- Latest publication
- Oct 1, 2026
- Audience
- Checking…
- Earliest in this view
- Jul 11, 2026
Latest issues
A Holon Is a Recorder (opens the original)
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<img alt="A cutaway dollhouse with a dotted path tracing a headphone-wearing woman from room to room" class="sizing-normal" height="409.5" src="https://substackcdn.com/image/fetch/$s_!MnWf!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-
The Nature of Canon and Versioning (opens the original)
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Kurt Cagle & Chloe Shannon<img alt="" class="sizing-normal" height="819" src="https://substackcdn.com/image/fetch/$s_!6mQY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpub
An Introduction to Holons (opens the original)
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1. Problem/opportunity: Every real knowledge graph is constrained in practice — by store capacity, permissions, the plain impossibility of exposing raw SPARQL to an autonomous caller — but those constraints are treated as deployment afterthoughts, not architecture. The same gap shows up acutely with LLM agents: grounded against an unbounded graph, an agent either has no usable scope to query against, or has full access and hallucinates past the edge of what it actually knows. Both are the same m
The Holon's Accountant (opens the original)
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<img alt="Chloe opens an account at the Bank of Ibank" class="sizing-normal" height="409.5" src="https://substackcdn.com/image/fetch/$s_!T7Kw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb96
State of the Art in Neurosymbolic Land (opens the original)
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<img alt="Kurt Cagle and Chloe Shannon talking with attendees at a GraphCon 2026 mixer" class="sizing-normal" height="409.5" src="https://substackcdn.com/image/fetch/$s_!4rFp!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amaz
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