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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 10 أيام1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

SmartStream Online

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Financial Technology Podcasts

20 حلقات

#Business #SmartStream

SmartStream Online

updated منذ عامين

منزل السلاسل•Feed

Financial Technology Podcasts

20 حلقات

#Business #SmartStream

Tutti gli episodi

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Operations Using AI Need Transparency & Supervision 18:13

منذ عامين18:13

18:13

“A.I. cannot work in a black box,” says Nick Smith at SmartStream Technologies, in this FTF Exchange podcast. “It needs to be able to provide transparency …” Managed services clients and prospects of SmartStream Technologies are showing lots of interest in A.I.-based technologies and how they can impact securities operations, but there is a caveat to that evolving demand for A.I., says Nick Smith, executive vice president, managed services, SmartStream Technologies, in this latest edition of the FTF Exchange podcast series. “A.I. cannot work in a black box and nobody knows what it’s doing,” Smith says via the podcast. “It needs to be able to provide transparency to both the senior managers and the risk managers, and the regulators exactly what activity the A.I.’s been performing and what was the logic used for developing those activities. That’s where we start looking at supervised and unsupervised A.I.” In fact, the transparency will show how SmartStream has incorporated what it learned five years ago when the securities operations provider began “working with Tier 1 banks, household name banks, and partnering with them, in terms of understanding their use cases, and the challenges that they face and also having access to their data,” Smith explains. “That enabled us to invest and develop the tools that we have today … What we’re really doing is providing the agile tools for an evolving demand that we’re seeing.” In the FTF News Technology Innovation Awards competition for this year, SmartStream Managed Services won Best Outsourcing Provider, and SmartStream Air won Best Cutting-Edge Solution. During the podcast, Smith also covers: How A.I. and machine learning are major concerns in the capital markets industry now; How machine learning is impacting the managed services offerings from SmartStream; The role that A.I. and machine learning play in the SmartStream Air offering; How A.I. and machine learning can be applied to the burden of securities data reconciliation; and The security concerns about A.I. among managed services clients.…

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Part 2: Adam Cottingham about SmartStream's automated solutions for corporate action processes 12:30

منذ عامين12:30

12:30

Corporate actions are characterised by complex processes agreed upon by the company. It entails impacts on the company's financial structure as well as its stakeholders. Whilst corporates are still reliant on painstakingly manual processes, the compressing pressure brought by the frequent changing of event details, multiple intermediaries, and upcoming deadlines calls for a transition to a digitally optimised approach. SmartStream offers automated solutions for corporate action processes. These solutions address the challenges and risks associated with inefficient practices through optimising operations control and real-time processing of event cycles, all, therefore, enhancing data management. Joining the talk is Adam Cottingham, Global Head of Asset Servicing, SmartStream…

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Part 1: Adam Cottingham about SmartStream's automated solutions for corporate action processes 9:22

منذ عامين9:22

9:22

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Different ways digital wallets have changed Asia’s payments landscape 31:44

منذ عامين31:44

31:44

In the partnership with Asian Banking & Finance, Smartstream and AsiaPay talk about the different ways digital wallets have changed Asia’s payments landscape. Some of the key points discussed in this podcast: Learn about the pros and cons of the increase use of digital wallets in consumer payments Identify solutions for pain points of banks trying to engage customers preferences for contactless payments Find out what role payment services firms play in the rising adoption of digital wallets…

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How digital banking is facing rapid changes in the ‘instant’ world. The rise of payment mediums across Asia continues to pull greater demand for ‘instant’ services. 19:53

منذ 3 أعوام19:53

19:53

Payment platforms such as AliPay and WeChat are gaining more users in Asia. As the region embraces technology faster than its counterparts, the demand for mobile payment solutions increases at a faster rate. But like all good things, there are actions that banks must take to keep up with the changing landscape in the industry. Asia Banking and Finance Magazine spoke with Roland Brandli, Strategic Product Manager for Digital Payments of SmartStream, to get the latest update on the banking payment landscape. Brandli said that the adoption of contactless payments, particularly for mobile apps, which has become the biggest change in recent years, made this possible. “The adoption of contactless payments is huge. Before, someone would go to an ATM, take money out of it, and you would buy 20 coffees with that cash. That was one transaction for a bank. Now, he pays 20 times with a contactless payment device, which means it's 20 transactions for the bank,” Brandli said. From this development, the banking industry today revolves around an ‘instant’ world—one where clients expect to have transactions completed faster with mobile solutions.…

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Optimising collateral management programmes 27:38

منذ 3 أعوام27:38

27:38

Financial institutions that still use legacy technology will continue to fall behind if they do nothing to upgrade their operations. The main focus for FIs should be reducing collateral management credit and operational risks via an end-to-end, automated solution. Some of the key points discussed in this podcast in partnership with ISDA and Asian Banking and Finance: Find out how to reduce the cost of ownership with cloud technology Figure out how best to utilise efficiencies through collateral optimisation and straight-through processing Discuss the importance of adopting the latest collateral features through APIs, and machine learning…

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What the FinTech? Smart applications for AI and ML 27:59

منذ 3 أعوام27:59

27:59

In this episode of the What the Fintech? podcast, Jethro MacDonald, product manager, artificial intelligence and machine learning at SmartStream joins Fintech Futures. For the main discussion, MacDonald and FinTech Futures reporter Alex Pugh discuss the differing applications of artificial intelligence (AI) and machine learning (ML) within fintechs and banks, the ways in which SmartStream leverages AI and ML to improve transaction reporting, how the space will evolve in the future post-Covid and the role of partnerships in innovation. Listen to the full Podcast here...…

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AI Technology in Banking 20:25

منذ 3 أعوام20:25

20:25

In this podcast titled AI Technology in Banking, SmartStream has partnered with Asian Banking and Finance to talk about the findings of a whitepaper published by Smartstream: ‘Data rich, but information poor: Why is it critical for banks to employ AI-enabled technology?’ Data volumes have grown hugely in recent years. Rapid change is clearly needed if the industry is to unlock the riches of its data and turn what is currently a problem into an opportunity. AI has immense potential for the financial sector, particularly in servicing back-office operational processes. Vincent Kilcoyne, EVP Global Product Management, SmartStream, joined the podcast to talk about AI-enabled technology, SmartStream’s Innovation Lab, and how banks are currently adopting these AI-enabled solutions.…

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AI in Data Validation and Reconciliations - PART 3 10:31

منذ 3 أعوام10:31

10:31

The dual challenges of increased volumes and complexity mean event lifecycle validation tools need to evolve, to take advantage of AI and machine learning In Part 3 of this podcast, hosted by the Asian Banking and Finance, Vikram Gupta, ED and Head of Technology, Standard Chartered Bank is joined by Andreas Burner, Chief Innovation Officer and Robin Hasson, Senior Product Manager, SmartStream. Some of the key topics discussed: The use of AI and machine learning to replace manual operations How predictions are made to establish confidence though a user interface The biggest lessons learnt with the adoption of AI and machine learning in the data quality space…

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AI in Data Validation and Reconciliations - PART 2 11:53

منذ 3 أعوام11:53

11:53

The dual challenges of increased volumes and complexity mean event lifecycle validation tools need to evolve, to take advantage of AI and machine learning In Part 2 of this podcast, hosted by the Asian Banking and Finance, Vikram Gupta, ED and Head of Technology, Standard Chartered Bank is joined by Andreas Burner, Chief Innovation Officer and Robin Hasson, Senior Product Manager, SmartStream. Some of the key topics discussed: Recent pilots conducted by Smartstream’s Innovation Lab to fast-track and prove high value AI business case How financial institutions measure implementation success? How long does it take to get AI technology in production and how reliable is the technology? The adoption of AI and machine learning…

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AI in Data Validation and Reconciliations - PART 1 10:47

منذ 3 أعوام10:47

10:47

The dual challenges of increased volumes and complexity mean event lifecycle validation tools need to evolve, to take advantage of AI and machine learning In Part 1 of this podcast, hosted by the Asian Banking and Finance, Vikram Gupta, ED and Head of Technology, Standard Chartered Bank is joined by Andreas Burner, Chief Innovation Officer and Robin Hasson, Senior Product Manager, SmartStream. Some of the key topics discussed: Traditional data and transaction controls, and checkpoints that are adopted by financial services firms, and what's driving this increased demand and dependency The most significant efficiencies AI can deliver to business processes, and their costs and risks benefits SmartStream Affinity, the latest solution with AI observational learning capabilities, which automatically learns how records correlate to one another and can mimic and learn from actions made by the user Current market conditions driving changes in financial institutions' technology strategy: cloud, data sovereignty and data residency, operational efficiency and cost…

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Banking in transition: Are banks ready for ISO20022? 8:33

منذ 3 أعوام8:33

8:33

Roland Brandli, strategic product manager at SmartStream, talks to The Banker’s Kimberley Long about if banks are ready to meet the ISO20022 deadline, and the importance proper data management.

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FTF Award - Best new Post Trade Solution: TLM Aurora Trade Process Control 21:15

منذ 3 أعوام21:15

21:15

In this FTF Exchange Podcast, Roland Brandli, Strategic Product Manager for SmartStream Air and TLM Aurora at SmartStream, talks about his work at SmartStream including the TLM Aurora Trade Process Control offering, also known as TPC, which won the FTF award for the Best new Post Trade Solution.

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Automation of Corporate Actions 15:30

منذ 3 أعوام15:30

15:30

Neil Sheppard, Global Head of Business Development, SmartStream and Adam Cottingham, Global Head of Asset Servicing, SmartStream, talk to FTF News about SmartStream's TLM Corporate Actions solution that won the FTF 2021 award for Best Corporate Actions Service Provider. In this Podcast they are discussing why automation of corporate actions is still an issue around the industry and how SmartStream can help to achieve 100% automation and systematic control fast and reliable.…

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Asian Banking and Finance: AI and machine learning spearheading rapid change in data validation & reconciliations 31:41

منذ 4 أعوام31:41

31:41

In this podcast titled AI and Machine Learning, SmartStream has partnered with Asian Banking and Finance to talk about how AI and Machine Learning is spearheading rapid change in data validation and reconciliations, as well as how these technologies deliver significant efficiencies into business processes, and how these translate to cost and risk benefits. SmartStream's Senior Product Manager Reconciliations, Robin Hasson and Chief Innovation Officer, Andy Burner, together with Standard Chartered Bank’s Executive Director and Head of Technology - Data Science, Automation, Data Analytics & AI/ML Vikram Gupta shared their insights on how financial institutions are now taking big strides in improving their operational efficiency and decision making in times of increased demand and dependency on the use of AI and Machine Learning.…

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