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Reporting for Artificial Intelligence (AI) and Machine Learning (ML) applications and systems offered and used by Market Infrastructure Institutions (MIIs)

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....ositories Dear Sir/ Madam Reporting for Artificial Intelligence (AI) and Machine Learning (ML) applications and systems offered and used by Market Infrastructure Institutions (MIIs) Background 1. SEBI is conducting a survey and creating an inventory of the AI / ML landscape in the Indian financial markets to gain an in-depth understanding of the adoption of such technologies in the mar....

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....AI / ML reporting form (Annexure B) in respect of the AI or ML based applications or systems as defined in Annexure A offered or used by them, and submit the same in soft copy only at [email protected] (for Stock Exchanges) / [email protected] (for Depositories) / [email protected] (for Clearing Corporations) to SEBI on a quarterly basis within 15 days of the expiry of the quarter, wi....

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....Language Processing (NLP), sentiment analysis or text mining systems that gather intelligence from unstructured data. - In this case, Voice to text, text to intelligence systems in any natural language will be considered in scope. Eg: robo chat bots, big data intelligence gathering systems. 2. Neural Networks or a modified form of it. - In this case, any systems that uses a number of nodes (phy....

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....applies clustering or categorization algorithms to categorize data without a predefined set of categories 5. A system that uses a feedback mechanism to improve its parameters and bases it subsequent execution steps on these parameters. 6. A system that does knowledge representation and maintains a knowledge base. Annexure B - Form to report on AI and ML technologies - to be submitted quar....