@_s_t_a_s_12

photoMD · tier dormant

#stas# · 132 followers · 2026-01-24 13:34 · 2 images

eagle · fetched 2026-07-26 08:28 · 113.4 KB downloaded · 2 images

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Topic

technologyconf 0.80neutral

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

samsungiPhone

Keyphrases

trendstiucanuosaajungpefsamsungexperțisamsung nu este buniPhone

gpt-4.1-nano · prompt v4 · $0.000103 · 2026-07-26 18:32

Caption

Author-written, as posted.

#trend #stiucanuosaajungpef#samsung

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

macos-vision

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Experți spun ca samsung nu este bun | iPhone IPhond experți:

m5-vision · 60 chars · 2 frames

Hashtags

#samsung#trend#stiucanuosaajungpef