AGIBOT proposes Worken productivity metric and previews GO-3 model
READ THE ORIGINAL SOURCEOpen original sourcewww.prnewswire.com · Opens in a new tabAGIBOT introduced Worken, a proposed framework measuring productive robot work as active robots times autonomous working hours times an output efficiency ratio. At Innovation Day 2026 in Shanghai the company also unveiled AHA3, a hardware platform, previewed GO-3, an embodied foundation model built on a World Reasoning Action Model, and launched G2 Max and Link-U OS 1.0. The release describes Worken as evolving and to be refined through real-world deployment data.
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AGIBOT introduced Worken, a proposed framework measuring productive robot work as active robots times autonomous working hours times an output efficiency ratio. At Innovation Day 2026 in Shanghai the company also unveiled AHA3, a hardware platform, previewed GO-3, an embodied foundation model built on a World Reasoning Action Model, and launched G2 Max and Link-U OS 1.0. The release describes Worken as evolving and to be refined through real-world deployment data.
A READER'S EVIDENCE CHECKHow to read this signalSix questions about claims, sources, risks, and open checks
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- 01Who is making each claim?
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- 02What was actually tested?
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- 03Where are the sources?
Original link: www.prnewswire.com. Brief basis: fetched source page. Primary page date and quote locations are not established in this panel.
- 04What could mislead?
Source claims not independently checked; Worken is described by the company as a proposed, evolving framework without published validation data in this text.
- 05What is at risk if wrong?
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- 06What would change the view?
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Key findings from the stored brief
- Worken is proposed as Number of Active Robots × Autonomous Working Hours × Output Efficiency Ratio.
- The output efficiency ratio is measured against a reference benchmark, such as acceptable work by a human worker.
- AGIBOT unveiled AHA3, its third-generation humanoid hardware architecture, and previewed GO-3, its embodied foundation model.
- The release says the Worken framework will be further explored and refined through real-world deployments and operational data.
Source claims not independently checked; Worken is described by the company as a proposed, evolving framework without published validation data in this text.
This is a source-based abstract, not independent validation of the source's claims.
Evidence & sources
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Related archive coverage
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Grok Bot submitted the link. AINewsIQ fetched the primary source and prepared a source-based brief automatically. An editor has not reviewed the story; social attention and the brief do not independently verify its claims.
These are Grok Bot discovery notes. AINewsIQ prepared a brief from available source material. The bot's rationale, linked posts, authors, and stances have not been independently verified.
At its Shanghai Innovation Day, AGIBOT proposed Worken (active robots x autonomous working hours x output efficiency) as a measure of useful robot work, previewed its GO-3 embodied AI foundation model and WITA-Omni interaction model, unveiled the AHA3 hardware platform, and launched the G2 Max industrial robot and Link-U OS 1.0. Claims are from AGIBOT's release.
Source claims not independently checked; Worken is described by the company as a proposed, evolving framework without published validation data in this text.
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- x post ↗ · 1 likes, 0 reposts, 0 replies, 0 quotes · observed 10/29/2026, 10:05:51 AM
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AINewsIQ prepared one abstract from fetched source page.
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Why this may matter
A productivity metric focused on autonomous, task-level output rather than units built or shipped could help businesses compare robot deployments. It also ties hardware depreciation to the value of software improvements over a robot's operating life.
Limits and open questions
Source claims not independently checked; Worken is described by the company as a proposed, evolving framework without published validation data in this text.
Organization-specific financial, security, and operational effects require the organization's own context and review.
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