Research at Konnon
Understanding is
a work in progress.
Notes on memory, reasoning, and the engineering of useful intelligence. We share our thinking as it develops.
Featured note / Intelligence
True intelligence is not pattern matching
Most AI systems are sophisticated pattern matchers. True intelligence requires something different — the ability to reason through novelty.
Read the noteJun 25, 2026 · 3 min read
ONE QUESTION · NEW EVIDENCE · A CHANGED ANSWER
“Should we still launch in October?”
“Yes. The roadmap says October.”
Incomplete“Four navigation issues remain open before release.”
EVIDENCE ADDEDThe date is a target. Fix the issues and retest before deciding to launch.
Research index
4 notes
How reasoning actually works
Reasoning isn't retrieval with extra steps. It's holding multiple things in tension and working through them in sequence.
Memory that compounds
The most valuable part of memory isn't storage — it's knowing what to forget. How compounding memory changes everything about AI.
The context window is not the context
Bigger context windows don't solve the fundamental problem. Real context is structured, persistent, and understood — not just stored.
True intelligence is not pattern matching
Most AI systems are sophisticated pattern matchers. True intelligence requires something different — the ability to reason through novelty.
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