Where the technologies converge

Each scenario pairs two research fields. The label says how much evidence there is that those fields are actually coming together.

Detected

— these two fields already cite each other. Measured, and above our threshold. Each one shows its score and how many papers they share.

Inferred

— Google Gemini suggested this pairing. The two fields don't overlap much yet, so we show you their actual similarity score and where the threshold sits, letting you judge how big a leap it is. An idea with a reality check attached, not a measurement.

Emerging

— we found this one, not the AI. These fields don't overlap much today either — but their overlap has been climbing month after month for two and a half years. Each shows its own trend line, with R² and p-value.

The short version: inferred is a suggestion, measured once. Emerging is a trend, measured over time. Detected has already happened.

Near, Mid and Long-Term are fixed checkpoints — 12, 30 and 60 months out — applied identically to every cluster, not a horizon the data chose. The percentage at each checkpoint comes from that cluster's own fitted curve. Gemini writes the rationale and the product ideas; code verifies the clusters cited, the label, the timing and the percentages. The rationale and the product ideas are not independently checked.

Research insights powered by Google Gemini

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Built by Donald Butts