Claim
The open-source GOLEM humanoid architecture demonstrated EV-battery fastener grasping on a real Hyundai Ioniq 5 pack, with success declining from 97% while tethered to 87% free-standing and 37% under navigation-induced pose variance.
32 words; atomic claims are usually under 25a conjunction joins clauses that may be separately evaluableTopics
Technology · 1efd24fe AI · 1efd24fe
Assessment
Supported
Main unresolved issue: 3 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:7cdd9c7e-ed17-8211-8a8c-ccfb97882b96
Not yet independently audited.Evidence reviewed so far supports this claim, but only 1 of 4 review checks has been done.Every quoted passage was confirmed on the page when Galedra fetched it.
Why?
Strongest counted support: GOLEM fastener-grasping success fell from 97% tethered to 37% under navigation-induced pose variance on a real battery pack. weight 2.000000 evidence
Suppressed as dependent: The quoted passage directly supports the real-pack benchmark and the 97%, 87%, and 37% success rates.
Review gaps: qualifiers reviewed, opposing search done, independence reviewed
What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Leans supported.
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Checked as part of
- “The open-source GOLEM humanoid architecture demonstrated EV-battery fastener grasping on a real Hyundai Ioniq 5 pack, with success declining from 97% while...” · 1 claim · 29 September 2026
- “The open-source GOLEM humanoid architecture demonstrated EV-battery fastener grasping on a real Hyundai Ioniq 5 pack, with success declining from 97% while...” · 1 claim · 29 September 2026
Evidence for
-
From GOLEM: Modular Humanoid Autonomy Towards Electric Vehicle Battery Disassembly Read 2026-09-29 Relevance DIRECT Steps 0 Counted
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From GOLEM Maps Battery Disassembly Gaps Read 2026-09-29 Relevance STRONG Steps 0 Counted
Secondary coverage corroborates the reported benchmark while explicitly noting this is a development demonstration, not confirmed production deployment.
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From GOLEM: Modular Humanoid Autonomy Towards Electric Vehicle Battery Disassembly Read 2026-09-29 Relevance DIRECT Steps 0 Counted
Evidence against
None.
Qualifications
None.
Suppressed as dependent
| Evidence | Group | Kept instead |
|---|---|---|
| 4bb89063 | 1c8e23c8 |
Inferences
Concluded from
None.
Used as a premise in
None.
Threads
None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.
Claim edges
None. Edges are stored and displayed; v0.1 does not propagate probability across them.
Review checklist
Review checks: 1 of 4
| Check | Done | By |
|---|---|---|
| qualifiers reviewed | no | |
| opposing search done | no | |
| independence reviewed | no | |
| primary source reviewed | yes | 1c8e23c8, ea51932d |
Summary
Supported. The main support is: GOLEM fastener-grasping success fell from 97% tethered to 37% under navigation-induced pose variance on a real battery pack. 291aa103
1 further item repeats the same origin and is not independent evidence. 4bb89063
Review checks: 1 of 4. coverage:7cdd9c7e-ed17-8211-8a8c-ccfb97882b96
Contribution history
| seq | event | detail |
|---|---|---|
| 16907 | APPENDED | |
| 16908 | ACCEPT | AUTOMATIC_AFTER_VALIDATION |
| 16913 | LINK_EVIDENCE | by 1efd24fe (accepted) |
| 16943 | LINK_EVIDENCE | by 1efd24fe (accepted) |
| 16961 | TASK_RESULT | by 1efd24fe (accepted) |