Trend record / Technology trends

Show-Harness: A Single VLM Agent Controls a Robot Using 12 Semantic Action Units (Move Forward, Rotate, Grasp) as Both Its Reasoning Language and Physical Commands

Show-Harness——仅凭一个VLM智能体即可操控机器人:12个语义动作单元(前进/旋转/抓取)既是模型的思考语言、又是机器人的物理指令

ThreadEast first recorded "Show-Harness: A Single VLM Agent Controls a Robot Using 12 Semantic Action Units (Move Forward, Rotate, Grasp) as Both Its Reasoning Language and Physical Commands" on Sep 28, 2026, 9:31 PM CST. It has been observed on CSDN, with 11 hours between the first and latest recorded appearances.

1 platformObserved span: 11 hoursLatest observation: Sep 29, 2026, 9:14 AM CST

What the trend data tells us

The English title describes the topic of the source listing. Its appearance in a ranking measures attention within that platform; the ranking alone does not explain the cause of a spike or verify the underlying claim.

CSDN

Latest recorded position: #18 on Sep 29, 2026, 9:14 AM CST.

Across 2 retained daily records, the best recorded rank was #18. From the first retained rank (#22) to the last (#18), this listing rose 4 places.

2026-09-28 to 2026-09-29. Higher on the chart means a better rank. Each point represents an observed day; gaps are not continuous coverage.

This stable URL remains available after a topic leaves a live ranking. Observation span is elapsed time between sightings, not continuous time on a chart. Platforms use different ranking and heat systems; their metrics are not added together.

Original evidence

Source listings

Daily ranking timeline

Up to 180 recent daily records from retained observations and preserved archives. The best rank and last rank can differ within a day. Times use China Standard Time (UTC+8).

Retained daily observations by source listing
DayPlatformBest rankLast rankObservations
2026-09-29CSDN#18#181
2026-09-28CSDN#22#221

Preserved daily appearances