[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8},"actionData","errors","root",{"_29":-5,"_39":-5,"_40":41,"_42":43,"_44":45,"_46":47,"_48":49,"_50":51,"_52":53,"_54":55,"_56":57,"_58":59},"routes/_store+/_readers+/email_author.$slug/route",{"_9":10,"_11":-5,"_12":-5},"book",{"_13":14,"_15":16,"_17":18,"_19":20,"_21":22,"_23":24},"currentUser","formToken","id","Z2lkOi8vbGVhbnB1Yi9TdG9yZTo6Qm9va1Byb2R1Y3QvODM5NzM","title","Malaysia’s Palm Oil AI Transformation","state","published","contactAuthorMethod","email","aboutText","

Malaysia runs the most productive palm oil industry in the world. About 260,000 independent smallholders farm a fifth of its land and earn below the poverty line. They produce roughly 40% less per hectare than estates — on the same soil, the same rain, the same palm.

That gap is not land or machinery. It is deci sions: when to replant, what to feed, whether that palm is diseased, whether that bunch is ripe. Precision agriculture never reached them, and the reason was arithmetic. It needs hardware and expertise per farm. A three-dollar subscription fails against a farmer who saves four dollars a month. What changed is that judgement no longer needs sensors — and its cost of reaching the ten-thousandth smallholder is close to nothing

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