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Artificial Intelligence in the Financial Industries
Gerardo Salandra, founder of Rocketbots, discusses the transformative impact of artificial intelligence in finance, highlighting applications such as predictive analytics, credit scoring, and fraud detection. The document cautions that while AI may increase efficiency and lower costs, it could also lead to significant job displacement by 2020. The concept of universal basic income (UBI) is mentioned as a potential solution to the economic changes brought about by automation.
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Artificial Intelligence in the Financial Industries
- 1. www.rocketbots.io Artificial Intelligence and thefuture of finance By Gerardo Salandra (Jerry)
- 2. www.rocketbots.io Founder at Rocketbots GerardoSalandra Gerardo Salandra is currently CEO and Founder of Rocketbots, an artificially intelligent platform for the creation of Chatbots. Former Head of Growth Marketing at NDN Group, specializing in Marketing Technology. With previous experience in IBM, Google and several fast-growing startups, he has accumulated profound expertise in digital marketing. He is a professional corporate trainer for marketing automation, big data analytics, CRM, SEO, & SEM. He has conducted consultations for multinational corporations in marketing automation, covering account based marketing, performance metrics and Social CRM integrations. His expertise in Artificial Intelligence also allowed him to create Chatbots for support and sales purposes, transforming the way brands perform customer services. He holds a MBA from the CUHK and Bachelor from the Reutlingen University in Germany.
- 3. www.rocketbots.io WHAT IS HAPPENINGIN THE WORLD OF AI
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- 5. www.rocketbots.io 5 MeetThe Grid.Yournew AI web designer. The Grid CREATIVITY
- 6. www.rocketbots.io 6 Trailer forscience fiction movie edited by IBM Watson IBM + 20th Century Fox CREATIVITY
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- 8. www.rocketbots.io 8 World’s firstrobot lawyer repeals 64% of parking fines via Chatbot DoNotPay LAW
- 9. www.rocketbots.io 9 Bot sendsdisinterested responses to break up with people on user’s behalf Ghostbot SOCIAL
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- 12. www.rocketbots.io DOES THE SAMEAPPLY TO FINANCE?
- 13. www.rocketbots.io AI IN FINANCE 13 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
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- 15. www.rocketbots.io AI IN FINANCE 15 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
- 16. www.rocketbots.io 16 Avoid overdraftsand “where did my money go?” damage control. Penny AI ASSISTANT
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- 18. www.rocketbots.io AI IN FINANCE 18 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
- 19. www.rocketbots.io 19 Helping usersqualify for essential financial products. aire CREDIT SCORING
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- 21. www.rocketbots.io AI IN FINANCE 21 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
- 22. www.rocketbots.io 22 Machine Learning Platformfor Fraud and Risk Detection. feedzai FRAUD DETECTION
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- 24. www.rocketbots.io AI IN FINANCE 24 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
- 25. www.rocketbots.io 25 Discover data-driven tradingopportunities humans can’t see. Alpaca QUANTITATIVETRADING
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- 27. www.rocketbots.io AI IN FINANCE 27 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
- 28. www.rocketbots.io 28 Enhancing customer understandingof spending behavior. Personetics PERSONAL BANKING
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- 30. www.rocketbots.io AI IN FINANCE 30 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
- 31. www.rocketbots.io 31 Search within organizeddata, explore a topic by theme, and get to the right content faster. Indico SENTIMENTANALYSIS
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- 33. www.rocketbots.io AI IN FINANCE 33 PREDICTIVEANALYTICSAI ASSISTANTS SENTIMENT ANALYSIS CREDIT SCORING QUANTITATIVE TRADING FRAUD DETECTION PERSONAL BANKING
- 34. www.rocketbots.io 34 Integrate andOptimize to Reduce Cost and Complexity, Detect Anomalous Data Nervana PREDICTIVE ANALYTICS
- 35. www.rocketbots.io AND THESE AREJUST THE SMALL PLAYERS…
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- 37. www.rocketbots.io YOUR NEXT STOCKBROCKERMIGHT BE A COMPUTER…
- 38. www.rocketbots.io 2 The speed,scale & automation capabilities of parallelized algorithms are beating even the best investors and teams
- 39. www.rocketbots.io 2 BY ALONG SHOT!
- 40. www.rocketbots.io Artificial Intelligence mightnot only disrupt the financial industry but over time could become the industry itself. “
- 41. www.rocketbots.io SO WHAT HAPPENSIF… AI CAN REPLACE US
- 42. www.rocketbots.io THERE WILL BE: HIGHERPRODUCTIVITY
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- 47. www.rocketbots.io BY 2020, 47%OF JOBS IN THE US WILL BE AUTOMATED. - DR. CARL BENEDIKT FREY, OXFORD MARTIN SCHOOL “
- 48. www.rocketbots.io WHILE TODAY’S JOBSWILL PERISH, NEW JOBS WILL BE CREATED BY THE TECHNOLOGY THAT REPLACED THEM. - RAY KURZWEIL, AUTHOR OF “HOW TO CREATE A MIND” “
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- 51. www.rocketbots.io OUR COMPANY 51 In thelast decade, over eight countries have formally experimented with UBI. Here are the top three active experiments worth noting: Universal basic income (UBI) is a policy in which all citizens of a country regularly receive an unconditional sum of money, either from a government or some other public institution, in addition to any income received from other means. - SINGULARITYHUB.COM “ WHAT IS UNIVERSAL BASIC INCOME (UBI)? 3,000 people $600/m 200 people $1100/m 3 villages $6/m
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- 53. www.rocketbots.io 53 Early stagebur positive results • No work, no less • Less hospitalization • Less injuries • Graduation rates increased Essentially, nobody was quitting their jobs. Universal Basic Income
- 54. www.rocketbots.io NOBODY REALLY KNOWSWHAT THE FUTURE HOLD
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Editor's Notes
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- #15 • Automated financial advisors and planners that assist users in making financial decisions. These include monitoring events and stock and bond price trends against the user’s financial goals and personal portfolio and making recommendations regarding stocks and bonds to buy or sell. These systems are often called “robo advisors” and are increasingly being offered both by start-ups and established financial service providers.14
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- #40 Faced with an array of financial info, time pressures & random external factors Asset managers struggle to identify & analyze the key variables and events that drive the performance of asset prices
- #52 What is universal basic income? Who is experimenting? Universal basic income (UBI) is a policy in which all citizens of a country regularly receive an unconditional sum of money, either from a government or some other public institution, in addition to any income received from other means. UBI’s core motivation—to address social ills by giving people “free” money—is certainly not a new idea. For some perspective, Thomas Paine outlined a plan in his 1797 essay “Agrarian Justice” to create a national fund making payments of 15 pounds sterling to each adult over 21 years old. Today, experiments with UBI are spreading across the world, from Finland and the Netherlands to Canada and France. In France, several members of Parliament have supported running an experiment, and the finance minister is open to it. In the last decade, over eight countries have formally experimented with UBI. Here are the top three active experiments worth noting: 1. Finland: Early next year, the Finnish government will launch an experiment in which a randomly selected group of ~3,000 citizens already on unemployment benefits will begin to receive a monthly basic income of 560 euros (approx. $600). That basic income will replace their existing benefits. The amount is the same as the current guaranteed minimum level of Finnish social security support. The pilot study, running for two years in 2017-2018, aims to assess whether basic income can help reduce poverty, social exclusion and bureaucracy, while increasing the employment rate. 2. Netherlands: The local government in the Dutch city of Utrecht is planning to conduct an experiment that would give a guaranteed monthly income to 250 Dutch citizens currently receiving government benefits. A two-year test period is tentatively set to begin in January of next year, and some citizens of Utrecht and some nearby cities will receive a flat sum of €960 per month (about $1,100). The Utrecht proposal—called “Weten Wat Werkt,” or “Know What Works”—includes six test groups, and the members in each will receive slightly different stipends under slightly different conditions. In addition to the group that will receive €960 per month without any work obligations, there is a group that will be given that, plus an additional €150 at the end of the month if they provide volunteer services, such as doing maintenance work on schoolyards. 3. India: Over 350 million people (about 30% of the population) remain below the poverty line after two decades of high economic growth. In that context, in 2011 India launched two pilots to test the impact of basic income grants, funded by UNICEF, with SEWA as coordinator. In eight villages in Madhya Pradesh, every man, woman, and child was provided with a monthly payment of, initially, 200 rupees for each adult and 100 rupees for each child paid to the mother or guardian; these were later raised to 300 and 150, respectively. They also operated a similar scheme in a tribal village, where for 12 months every adult was paid 300 rupees a month and every child got 150. Another tribal village was used as a comparison. The money was paid individually, initially as cash and after three months into bank or cooperative accounts.
- #53 Early stage bur positive results No work, no less Less hospitalization Less injuries High School graduation rates increased Essentially, nobody was quitting their jobs.
- #54 Early stage bur positive results No work, no less Less hospitalization Less injuries Graduation rates increased Essentially, nobody was quitting their jobs.
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