How it thinks
Memory, recall, and the machine-learning ideas underneath.
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01 · Eleven11
A memory that grows
Most software forgets. This one remembers — and gets sharper the more you use it.
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02 · Eleven11
How recall actually works
From a vague cue to the right memory — the read path, shown as real SQL.
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03 · Eleven11
Meaning as geometry
Why embeddings turn words into places, and closeness into meaning.
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04 · Eleven11
Attention
How a machine decides which words matter to which.
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05 · Eleven11
Why a graph beats a list
Knowledge is connections. A graph keeps them; a list throws them away.
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23 · Eleven11
Why your RAG lies to you
Retrieval without grounding invents confident, wrong answers. The fix.
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26 · Eleven11
A memory of reasoning
Not just facts — the belief-DAG remembers how a decision was reached.
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16 · Eleven11
The KG is a genome
The knowledge graph as living tissue that grows across every tool.
