Phase 4 — Safe Retrieval, Guardrails & Internal AI Interfaces

Sunday Series Phase 4 — Safe Retrieval, Guardrails & Internal AI Interfaces

Precision, Recall, and Business Risk Trade-offs

Precision, Recall, and Business Risk Trade-offs

SS15 -Balance search metrics with real exposure in financial operations

Feb 1, 2026

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14 min read

Why Large Models Hallucinate

Why Large Models Hallucinate

SS14 - Discuss inductive bias, approximation behavior, and mitigation approaches

Jan 26, 2026

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15 min read

Vectorization and Enterprise Indexing Theory

Vectorization and Enterprise Indexing Theory

SS13 - Connect embedding pipelines to trustworthy search over internal knowledge

Jan 19, 2026

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15 min read