{"rewrite":{"id":"r_4aee4399999bf4e336463cf1","clusterId":"c_b23c30ab1425e34d677cf052","slug":"act-node-will-show-autonomous-barn-curtain-at-livestock-materials-expo","model":"deepseek-v4-flash","headline":"Act Node Will Show Autonomous Barn Curtain at Livestock Materials EXPO","summary":"Act Node Inc. will exhibit at the 7th Livestock Materials EXPO, held at Makuhari Messe from October 7 to October 9, 2026. The company will show an automatic opening and closing curtain that controls itself from livestock barn environmental data, described as the first installment of its Physical AI development. Act Node is working on the project under a national smart agriculture technology program, with work including weight estimation and poultry house environment control.","whyItMatters":"The curtain is the first piece of Act Node's Physical AI program to be shown in public, a step from sensor-based measurement toward equipment that operates on its own.","webCardHtml":"\u003cp\u003eAct Node\u0026#39;s Physical AI work covers weight estimation, quantification of the state of living organisms, and automatic control of poultry house environments, funded under an FY2025 national smart agriculture technology program. The curtain is the first installment of that work to be shown, and the booth will also include sensors and AI intended to cut daily workload for producers.\u003c/p\u003e\u003cp\u003eThe company states that Act App has cut working hours by 20 percent. It expects Physical AI to reduce them by about 40 percent. The expo runs at Makuhari Messe from October 7 to October 9, 2026, in Hall 7, booth 22-31, with advance registration required.\u003c/p\u003e","blueskyPost":"Act Node's curtain reads barn temperature and humidity and moves itself. The harder part of the Physical AI plan is the weight estimation work, which has to run on live animals that shift and bunch.","twitterPost":"Act Node's Physical AI pitch leans on weight estimation, where the sensor has to read moving livestock, not a fixed barn wall.","threadsPost":"The curtain Act Node brings to the Livestock Materials EXPO self-adjusts from barn data, which is the visible piece. The weight estimation work is where the Physical AI claim gets tested, since it has to run on animals that move.","newsletterBlurb":"Act Node will exhibit at the 7th Livestock Materials EXPO at Makuhari Messe from October 7 to October 9, 2026. Its booth will feature an automatic curtain that opens and closes on its own from livestock barn environmental data, the first piece of the Physical AI it is developing under a national smart agriculture program. The company says Act App has cut producer working hours by 20 percent and expects Physical AI to cut them by about 40 percent.","attributionJson":"[{\"source\":\"ASCII.jp\",\"url\":\"https://ascii.jp/elem/000/004/434/4434098/?rss\",\"title\":\"AI Autonomously Controls Livestock Barn Environment: Act Node Announces 'Physical AI' Concept, First Unveiled at Livestock Materials EXPO\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4610,"outputTokens":638,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1789095567,"createdAt":"2026-09-11T02:54:38.000Z","publishedAt":"2026-09-11T02:58:23.000Z","updatedAt":"2026-09-11T02:58:23.000Z"},"cluster":{"id":"c_b23c30ab1425e34d677cf052","canonicalTitle":"畜舎の環境制御をAIが自律実行。アクト・ノードが「フィジカルAI」構想を発表、畜産資材EXPOで初公開","representativeArticleId":"a_960d335861413e23dd768e9c","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[\"Physical AI\"],\"studios\":[\"Act Node\"],\"people\":[],\"type\":\"announcement\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-09-11T01:00:00.000Z","lastSeenAt":"2026-09-11T01:00:00.000Z","updatedAt":"2026-09-11T02:58:20.000Z"},"attribution":[{"source":"ASCII.jp","url":"https://ascii.jp/elem/000/004/434/4434098/?rss","title":"畜舎の環境制御をAIが自律実行。アクト・ノードが「フィジカルAI」構想を発表、畜産資材EXPOで初公開"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":["Physical AI"],"studios":["Act Node"],"people":[],"type":"announcement","domain":"other","is_roundup":false},"keyFacts":null}