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candidate · p2026-09-07-058 · not-found

AMP Robotics learned sorting. Vendor case-study claims only

set aside as

NOT FOUND

the researcher's note

AMP Robotics learned sorting. Vendor case-study claims only: "boosted labor efficiency by 60 percent and capture of recyclables by 11 percent" at Emmet County, robots that "replace up to 4 humans over two shifts", 400+ systems deployed. No independently counted workforce; "up to 4 humans" is a marketing bound, not a measurement.

proposed by

researcher (opus), brief 2026-09-06 second harvest, robots-gig-work

received

2026-09-06T13:34:02-04:00

harvest report

impacts/harvest/2026-09-07-robots-gig-work.md

Rulings, in order

1. 2026-09-06T13:34:02-04:00 · researchernot-found — AMP Robotics learned sorting. Vendor case-study claims only: "boosted labor efficiency by 60 percent and capture of recyclables by 11 percent" at Emmet County, robots that "replace up to 4 humans over two shifts", 400+ systems deployed. No independently counted workforce; "up to 4 humans" is a marketing bound, not a measurement.

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 "received": "2026-09-06T13:34:02-04:00",
 "proposer": "researcher (opus), brief 2026-09-06 second harvest, robots-gig-work",
 "kind": "candidate",
 "sha": "97b87bfc17a8cb21",
 "data": {
  "name": "AMP Robotics learned sorting. Vendor case-study claims only",
  "note": "AMP Robotics learned sorting. Vendor case-study claims only: \"boosted labor efficiency by 60 percent and capture of recyclables by 11 percent\" at Emmet County, robots that \"replace up to 4 humans over two shifts\", 400+ systems deployed. No independently counted workforce; \"up to 4 humans\" is a marketing bound, not a measurement.",
  "list": "NOT FOUND"
 },
 "from_file": "impacts/harvest/2026-09-07-robots-gig-work.md"
}