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 math that powers 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…
The South African Institute of Professional Accountants (SAIPA) is one of the leading accountancy institutes, representing and supporting its members to fulfill the increasing demands of businesses in South Africa’s growing economy by equipping the Professional Accountant (SA) with the latest knowledge, techniques, and accreditation required to render key services. Weekly podcasts by industry-experts bring you thought-provoking insights into issues facing the accounting sector. Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support
The South African Institute of Professional Accountants (SAIPA) is one of the leading accountancy institutes, representing and supporting its members to fulfill the increasing demands of businesses in South Africa’s growing economy by equipping the Professional Accountant (SA) with the latest knowledge, techniques, and accreditation required to render key services. Weekly podcasts by industry-experts bring you thought-provoking insights into issues facing the accounting sector. Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support
2019 is by far the toughest year for "South Africa Incorporated" financially. The depressed economy, corruption and all factors concerned made this a tight budget for Finance Minster of South Africa, Mr Tito Mboweni. We try to understand the things said and unsaid in the budget. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
The mighty Bosasa (African Global Operations) who wielded endless influence over government officials in the procurement of tenders as presented at the State Capture Commission of Inquiry has fallen on its sword and filed for voluntary liquidation. We speak to Faith Ngwenya of SAIPA (the South African Institute of Professional Accountants) on what this means as well as the implications. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
The finance ministry is one of the most critical ministries in any economy because that is where the state purse resides. 2019/20 is going to be a tough year globally according to the IMF in terms of Economic Growth. Faith Ngwenya of the South African Institute of Professional Accountants (SAIPA) joins me to discuss what she envisages might be up for consideration, as well as the Annual Budget Breakfast that is hosting by by SAIPA. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
The lowest period of any business's life is when it is unable to honour its financial obligations, Prior to the Companies Act 2008, this would've lead to immediate liquidation and winding up of the business. However this legislation brought with it a practice of Business Rescue. Mrs. Faith Ngwenya outlines the difference between the two and when each come into effect. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
Job seekers are always forwarding their CV's for employment opportunities that they desire, however not many of them get the job, let alone the chance for an interview. This brings despondency to the job seeker, however it is mainly as a result of fundamental errors that deprive them of the opportunity. We speak to Nikki Williamson of True North Recruitment to help us understand this dynamic and what you need to do to get it right. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
On the annual calendar of SAIPA, they honor their top performers in their National Accounting Olympiad for grades 11 and 12, the best Tax and Accounting Thesis for Honours, Masters and Ph.D. candidates as well as the Professional Examinations for November 2017 and May 2018. We get reaction to what happened on the day and the future plans with regards to this matter. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
It is a difficult choice to make for students when they have to decide whether they follow a degree or a diploma in a specific discipline. Even with accounting, where debit is debit and credit is credit, the depth of the understanding and knowledge acquired differs between the degree and the diploma. Prof Rashied Small, Executive for Membership and Training explains the difference. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
The Large Business Centre (LBC) brought in excess of 30% of tax revenue before it was closed due to the restructuring by the then commissioner, Mr Tom Moyane. Now the acting commissioner has decided to re-open the LBC, and this has been welcome by man tax practitioners and businesses. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
Corruption and questions of ethics in the accounting profession has tainted the industry to an extent that the credibility is affecting all professionals. SAIPA is cementing its position that it is against such conduct and is intent on ensuring that its members do not become part of these acts. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
To Getting Ahead In Corporate South Africa, Women Need To Brand Themselves Accordingly. Kantha Naicker — Vice chairman, South African Institute of Profesional Accountants shares tips on how women can self-brand themselves in a way that will aid their success and enable them to get ahead --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
The trend that is being observed where fewer and fewer students are taking up Maths and Accounting, which is be a worrying trend to the Accounting Profession. Executive of Technical and Training, Mrs Faith Ngwenya unpacks this in greater detail, including the effort that SAIPA is doing to support and encourage students in both these subjects. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
Professor Rashied Small discusses the results of PE Exams in greater details and gives comprehensive feedback on the performance of the Kimberley exams. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
The innovation hub of Standard Bank has come out with an exciting offering that is simply referred to as EDGE. It is designed to simplify the banking experience of the entrepreneur by allowing them to delegate that responsibility fully to their accountants, whilst they focus on growing their businesses. Zimkitha Zatu, the head of EDGE joins us to discuss this product and its amazing features. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
Standard Bank has taken a major step towards simplifying banking for Accountant and Entrepreneurs by being innovative. This is through the release of Edge, which is a uniquely innovative banking proposition. Mr. Zobuzwe Ngobese, the Executive for Communication and Marketing at SAIPA takes us through this product and the role of SAIPA in allowing for this product to grow. --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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South African Institute of Professional Accountants
SAIPA has undertaken on a project to provide extra classes to Matriculants (Grade 12's) in Ivory Park and surrounding areas for Accounting and Mathematics students. This is done through what they have termed the "Winter Schools Project". Group Executive for Marketing and Communications, Mr. Zobuzwe Ngobese sheds some light on the purpose of the current project and the future plans that the institution has to roll this out beyond the current scope. Any interested parties (individual and corporate sponsors) to support this initiative can contact Mr. Ngobese on zngobese@saipa.co.za --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app Support this podcast: https://anchor.fm/the-south-african-institute-of-professional-accountants/support…
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