Computer-vision engineer @skalskip92 says Gemini 4 Carbon ranks first overall on his vision evals, including long-text transcription and text localization, but is "very slow and expensive." @chooi_jeq says it fully saturated one task on the RoboD...
VQV Signal
ROBOTS & HARDWARE
WATCH
TECHNICAL
Gemini 4 Carbon early reports: top marks in vision, saturating a robot benchmark task
Computer-vision engineer @skalskip92 says Gemini 4 Carbon ranks first overall on his vision evals, including long-text transcription and text localization, but is "very slow and expensive." @chooi_jeq says it fully saturated one task on the RoboD...
Computer-vision engineer @skalskip92 says Gemini 4 Carbon ranks first overall on his vision evals, including long-text transcription and text localization, but is "very slow and expensive." @chooi_jeq says it fully saturated one task on the RoboDojo-RC robotics benchmark, and Google's @melvinjohnsonp says private...
Hardware and robotics watchers may want to track whether this becomes a product, benchmark, or deployment signal.
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Signal Strength 91%
Technical label WATCH
Public Interest 37
Category ROBOTS & HARDWARE
Reader Depth TECHNICAL
Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.
Public Interest components
Recognizable Entity Score 0
Practical Impact Score 18
Novelty Interest Score 94
Consequence Score 46
Curiosity Score 32
Shareability Score 48
VQV surfaced this signal because it is recent, relevant to Robotics, connected to Scobleizer News Pulse (X).
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