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Reporting for Artificial Intelligence (AI) and Machine Learning (ML) applications and systems offered and used by Mutual Funds

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..... or and consumer facing products. 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 markets and to ensure preparedness for any AI / ML policies that may arise in the future. 2. As most AI / ML systems are black boxes and their behavior cannot be easily quantified, it is imperative to ensure that any advertised financial benefit owing to these technologies in investor facing financial products offered by intermediaries should not constitute to misrepresentation. Scope definition 3. Any set of applications / software / programs / executable / systems (computer systems) - cumulatively called application and .....

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..... systems reported by Mutual Funds on quarterly basis and submit to SEBI at email id AIML_MF@sebi.gov.in within 30 calendar days of the expiry of the quarter, starting from quarter ending June 2019. 8. AMFI shall ensure that confidentiality is maintained regarding the information received by them from Mutual Funds. 9. This circular is being issued in exercise of powers conferred under Section 11 (1) of the Securities and Exchange Board of India Act, 1992, read with the provisions of Regulation 77 of SEBI (Mutual Funds) Regulations, 1996, to protect the interests of investors in securities and to promote the development of, and to regulate the securities market. Yours faithfully, Jyoti Sharma General Manager Investment Management Department E .....

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..... tems deemed to be based on AI and ML technology Applications and Systems belonging but not limited to following categories or a combination of these: 1. Natural 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. E.g.: 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 (physical or software simulated nodes) mimicking natural neural networks of any scale, so as to carry out learning from previous firing of the nodes will be considered in scope. E.g.: Recurrent .....

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