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adjective: based on pretense; deceptively pleasing
Almost every image on TV is specious and not to be trusted.
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adjective: plausible but false
He made a career out of specious arguments and fictional lab results, but lost his job and reputation when his lies were exposed by an article in The New York Times.
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