Gold Memory Lab · case study

100 years of gold as a structured memory graph

Annual prices (1926–2026), monetary regimes, macro events, and analytical hypotheses are ingested into typed memory and a macro graph, then queried with explainable hybrid retrieval. Memory lets the system reason across decades — comparing rallies, surfacing counterexamples, and grounding answers in sources.

100y annual priceseventsregimeshypothesesmemory graphGolden Eval
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Not investment advice. This is a historical macro-analysis and explainable-memory demo. Prices and events are approximate, illustrative, and partly synthetic for 2024–2026. Nothing here is a recommendation to buy or sell any asset.

Ask Gold Memory

Hybrid retrieval over the gold corpus + formed memory. The trace shows retrieved memories, source docs, graph path, confidence, failure modes, cost, and latency.

Pipeline comparison preset

Same gold question across four strategies: naive RAG · memory only · hybrid · long context. Diff quality, cost, and latency.

Golden Eval preset · naive RAG vs hybrid memory

Runs all 25 gold-history questions through naive RAG and hybrid RAG+memory, scoring source recall, ideal-point coverage, and memory recall.