- Essays··8 min read
Two Ledgers in a Kagome Field
Kagome's AI yield model forecasts harvests five weeks out from soil sensors and satellite pixels; its SSBJ-mandated Scope 3 ledger must account for the same fields in itemised grams of CO2-equivalent. The two models share no instrumentation — a nitrogen prescription that reduces N2O flux does not automatically become a credited emissions delta. That reconciliation is where Japanese food processing will spend the next several years, regardless of whether precision agriculture's sustainability claims hold up.
precision-agricultureclimate-disclosurescope-3-emissionsjapanRead - Essays··8 min read
The Rice Paddy Needs a Planner: What Japan's Hillside Robots Say About Agent Design
Japan's hillside farms cover 40% of cultivated land, with fragmentary cell coverage and a workforce averaging 69. They force a reckoning with agent architecture that enterprise AI teams have deferred. When the link is intermittent, the planner-executor split is the only arrangement that lets the tractor stop safely. A physically independent critic completes the trio, and no board should approve an architecture that collapses all three.
agent-architectureagricultural-roboticsplanner-executorfunctional-safetyRead