Performance
5.28× medianBaseline: 20Phase 7.2
Candidate review
Evidence, disagreement and workflow stay separate. Approval remains a human action.
auto-e98a302c21bb-07 · v1
Why do knives become dull, and how does sharpening them restore their edge?
Mechanism: explanation (object mechanism), satisfying motion
Payoff: Demystifying a daily object's hidden wear-and-tear and the science behind getting it razor-sharp again.
Factual: pendingApproval: pending1 evidence links
Evidence
1youtubeDuplicates
0Exact component-level matchesLimitations
0No missing signal is coerced to zeroEvidence1
youtube · youtube.video
LUDo6F53n8wOpen sourcePayload
{
"id": "LUDo6F53n8w",
"etag": "jLVaftHCTtfboDFBANeTb9MLDjU",
"kind": "youtube#video",
"snippet": {
"tags": [
"Vector",
"_vector_",
"vectorr",
"vvector",
"_vector",
"vector_",
"__vectorr",
"@vector",
"@_vector_",
"vector tiktok",
"vector nerf",
"youtube vector",
"vector youtuber",
"vector youtube",
"vector reacts",
"vector video",
"vector reaction",
"vector react",
"vector react video",
"vector compilation",
"nerf vector",
"vector despicable me",
"vector funny",
"despicable me vector",
"vector oh yeah",
"vector shorts",
"vector youtube shorts",
"shorts vector",
"youtube shorts vector",
"vector yt",
"vectir",
"vektor",
"vectoor",
"victor",
"_victor_",
"victor react"
],
"title": "Extreme knife sharpener",
"channelId": "UCzJ53fi4NuDCYWOk9PtEkCA",
"localized": {
"title": "Extreme knife sharpener",
"description": "#shorts"
},
"categoryId": "24",
"thumbnails": {
"high": {
"url": "https://i.ytimg.com/vi/LUDo6F53n8w/hqdefault.jpg",
"width": 480,
"height": 360
},
"maxres": {
"url": "https://i.ytimg.com/vi/LUDo6F53n8w/maxresdefault.jpg",
"width": 1280,
"height": 720
},
"medium": {
"url": "https://i.ytimg.com/vi/LUDo6F53n8w/mqdefault.jpg",
"width": 320,
"height": 180
},
"default": {
"url": "https://i.ytimg.com/vi/LUDo6F53n8w/default.jpg",
"width": 120,
"height": 90
},
"standard": {
"url": "https://i.ytimg.com/vi/LUDo6F53n8w/sddefault.jpg",
"width": 640,
"height": 480
}
},
"description": "#shorts",
"publishedAt": "2025-08-24T14:00:35Z",
"channelTitle": "_vector_",
"defaultLanguage": "en",
"defaultAudioLanguage": "en",
"liveBroadcastContent": "none"
},
"statistics": {
"likeCount": "1064488",
"viewCount": "63246471",
"commentCount": "2585",
"favoriteCount": "0"
},
"contentDetails": {
"caption": "false",
"duration": "PT52S",
"dimension": "2d",
"definition": "hd",
"projection": "rectangular",
"contentRating": {},
"licensedContent": true
}
}Advocate / Skeptic0
No evaluations recorded.
Duplicate signals0
No exact component matches.
Limitations0
No explicit limitations recorded.
Audit trail0