#Explainability

SEO to GEO: From Discoverable Pages to Reviewable Answer Evidence

Connect SEO page engineering, AI-search observation, and claim–evidence evaluation into a replayable loop.

Case

8 min read

Part of the column “Search Engine Growth” · Chapter 9

• #SEO
• #AI
• #Observability

Quota Router: An Explainable Multi-Source Fallback Chain for DSH

A policy-only DeepSeek Harness plugin that builds ordered, explainable, auditable model candidate chains per task and advances along them within bounded failure rules.

China's Second-Hand Home Prices over the Next Five Years: An Interpretable Combination Forecasting Method and Bottoming Analysis (2026–2030)

Based on the official second-hand residential price indices of 70 cities (2019–2026, 90 consecutive months with no gaps), we propose an interpretable three-component combination forecast (trend continuation / mean reversion / seasonality, with weights selected by rolling out-of-sample validation), provide five-year forecasts for the nation and Beijing, and discuss the possibility of a bottom.