Identify the segment that contains a grammatical error.
While the algorithm claims objectivity, it inadvertently reify bias embedded in its training data, perpetuating systemic inequities across demographics.
आपने शायद यह सोचाWhat you probably thought'While the algorithm claims objectivity' में 'claim' आवश्यक प्रतीत हुआ। परंतु 'algorithm' एकवचन है, अतः 'claims' शुद्ध है; त्रुटि 'it … reify' में है।'While the algorithm claims objectivity' looked like it needed 'claim'. But 'algorithm' is singular, so 'claims' is right; the error is 'it … reify'.
आपने शायद यह सोचाWhat you probably thought'embedded in its training data,' अशुद्ध लगा, मानो 'which is embedded' आवश्यक हो। परंतु संक्षिप्त participle (कृदंत) पदबंध शुद्ध है; त्रुटि 'it … reify' में है।'embedded in its training data,' looked wrong, as if 'which is embedded' were needed. But a reduced participle phrase is correct; the error is 'it … reify'.
आपने शायद यह सोचाWhat you probably thought'perpetuating systemic inequities across demographics.' में 'perpetuates' आवश्यक प्रतीत हुआ। परंतु -ing रूप शुद्ध participle (कृदंत) है; त्रुटि 'it … reify' में है।'perpetuating systemic inequities across demographics.' looked like it needed 'perpetuates'. But the -ing form is a correct participle; the error is 'it … reify'.
Answer और ExplanationAnswer and explanation
Answer: (B) it inadvertently reify bias
it subject है; inadvertently बीच में केवल एक adverb है।
Singular subject के साथ singular verb (एकवचन क्रिया) आता है: it + V1 + s/es।
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While the algorithm claims objectivity, it inadvertently reifies bias embedded in its training data, perpetuating systemic inequities across demographics.
Adverb subject और verb के बीच में है, इसलिए 'reify' निर्दोष लगता है, पर 'it' के लिए फिर भी 'reifies' चाहिए।
सरल अर्थ: यद्यपि एल्गोरिथ्म निष्पक्षता का दावा करता है, फिर भी वह अनजाने में अपने प्रशिक्षण डेटा में मौजूद पूर्वाग्रह को स्थायी रूप देता है, जिससे विभिन्न वर्गों में व्यवस्थागत असमानताएँ बनी रहती हैं।
it is the subject; inadvertently is only an adverb in between.
A singular subject takes a singular verb: it + V1 + s/es.
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While the algorithm claims objectivity, it inadvertently reifies bias embedded in its training data, perpetuating systemic inequities across demographics.
The adverb sits between subject and verb, so 'reify' looks harmless, but 'it' still needs 'reifies'.
बाकी Options उत्तर क्यों नहीं हैंWhy the other options are not the answer
A'While the algorithm claims objectivity' में 'claim' आवश्यक प्रतीत हुआ। परंतु 'algorithm' एकवचन है, अतः 'claims' शुद्ध है; त्रुटि 'it … reify' में है।'While the algorithm claims objectivity' looked like it needed 'claim'. But 'algorithm' is singular, so 'claims' is right; the error is 'it … reify'.
C'embedded in its training data,' अशुद्ध लगा, मानो 'which is embedded' आवश्यक हो। परंतु संक्षिप्त participle (कृदंत) पदबंध शुद्ध है; त्रुटि 'it … reify' में है।'embedded in its training data,' looked wrong, as if 'which is embedded' were needed. But a reduced participle phrase is correct; the error is 'it … reify'.
D'perpetuating systemic inequities across demographics.' में 'perpetuates' आवश्यक प्रतीत हुआ। परंतु -ing रूप शुद्ध participle (कृदंत) है; त्रुटि 'it … reify' में है।'perpetuating systemic inequities across demographics.' looked like it needed 'perpetuates'. But the -ing form is a correct participle; the error is 'it … reify'.
Source: SSC Steno 2026 · 10 Sep 2026 · Shift III। Solution: Prashant Sir, Ramban।Source: SSC Steno 2026 · 10 Sep 2026 · Shift III. Solution by Prashant Sir, from Ramban.