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…
For more than a quarter of a century, GIRES (the Gender Identity Research & Education Society) has been putting trans rights ‘on the agenda’. GIRES was established in 1997 when Bernard Reed, OBE, and his wife Terry Reed, OBE, helped their transgender daughter Niki win a landmark sex discrimination case. The charity has been instrumental in several positive changes to trans and gender-diverse rights in the UK and beyond. The ‘A Legacy of Kindness’ project documents and showcases the rich history of GIRES, uncovering the memories through generations of past, present, and new members, trans activists and pioneers, who helped to establish and shape the charity. This podcast series of oral histories is part of the exhibition: GIRES, a Legacy of Kindness, a project supported by The National Lottery Heritage Fund. It is compiled from oral histories and produced as part of a digital exhibition exploring the rich history of the UK’s trans and gender-diverse GIRES, the Gender Identity Research & Education Society. It was produced by Lucia Scazzocchio with sound design and music by Samuel Robinson. The Community Curator sub-team was led by Georgia Marker. For more information and other resources visit: https://lok.gires.org.uk
For more than a quarter of a century, GIRES (the Gender Identity Research & Education Society) has been putting trans rights ‘on the agenda’. GIRES was established in 1997 when Bernard Reed, OBE, and his wife Terry Reed, OBE, helped their transgender daughter Niki win a landmark sex discrimination case. The charity has been instrumental in several positive changes to trans and gender-diverse rights in the UK and beyond. The ‘A Legacy of Kindness’ project documents and showcases the rich history of GIRES, uncovering the memories through generations of past, present, and new members, trans activists and pioneers, who helped to establish and shape the charity. This podcast series of oral histories is part of the exhibition: GIRES, a Legacy of Kindness, a project supported by The National Lottery Heritage Fund. It is compiled from oral histories and produced as part of a digital exhibition exploring the rich history of the UK’s trans and gender-diverse GIRES, the Gender Identity Research & Education Society. It was produced by Lucia Scazzocchio with sound design and music by Samuel Robinson. The Community Curator sub-team was led by Georgia Marker. For more information and other resources visit: https://lok.gires.org.uk
History describes the past, informs the present, and shapes the future. In this final episode, we focus on the impact of GIRES, its future, and the future of trans activism more broadly. Hope and optimism, fear and pessimism punctuate the interviews, sometimes in the same breath. Contributors reflected on GIRES’ history through the lens of the present, with the current backlash against trans rights in the UK and elsewhere influencing how individuals told their stories. Reflections were also mediated by another factor: the change in GIRES itself as Terry’s passing and Bernard’s decreased involvement redefine GIRES as a charity. These intersections of key moments of change mark the A Legacy of Kindness project as an account of progress, and, perhaps, a manifesto for the future.…
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A Legacy of Kindness - Telling the Story of Trans Charity GIRES
When asked what the legacy of the charity was, co-founder Terry Reed responded that she hoped the legacy was one of kindness. Terry sadly passed away in 2021, but her memory lives on in the connections formed throughout her decades of activism. Bernard Reed remains involved as a trustee with GIRES, watching the charity evolve. Throughout the interviews, compassion, community, and care consistently shone through. This episode aims to capture this atmosphere: that legacy of kindness.…
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A Legacy of Kindness - Telling the Story of Trans Charity GIRES
This episode explores the political work done by GIRES throughout its history. Niki Reed’s employment tribunal case against Chessington World of Adventures in 1997 was a significant court case for trans rights, but it was not the first. In 1996, the landmark case of P vs S and Cornwall County Council was tried in the European Court of Justice.These employment discrimination cases laid the groundwork for future trans justice. The nineties also saw the movement towards trans-inclusive policy. Lynne Jones MP and Dr Jane Playdon established the Parliamentary Forum on Transsexualism in 1994, which Terry Reed became involved in soon after meeting Jones. The name later changed to the Parliamentary Forum on Gender Identity, reflecting the changing language of trans at the time. These end-of-century developments created space for the work of charities like GIRES, and paved the way for the 2004 Gender Recognition Act. However, this episode makes clear the extent of progress in trans rights ebbs and flows.…
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A Legacy of Kindness - Telling the Story of Trans Charity GIRES
As suggested in the charity’s name, education has remained a key component of GIRES’ work, from employer training to health advocacy to research funding. This episode, ‘Education for Action’, explores this educational work done by GIRES. Catering for an increasingly online world, the charity created numerous e-learning resources. In 2010 TranzWiki was set up, creating a directory of trans and gender diverse groups throughout the UK. GIRES also worked with the Tavistock and Portman clinics, and in 2004 was asked to organise an international symposium on hormone treatments for young people, funded by the Nuffield Foundation. Whether in the children’s books produced on trans identity, or the Legacy of Kindness project itself, education remained a central principle of the charity’s work, as it does today.…
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A Legacy of Kindness - Telling the Story of Trans Charity GIRES
This episode, ‘Trans at Work’, looks at trans people in employment, and how the charity’s efforts have sought to change patterns of discrimination. Being trans at work has historically been difficult, sometimes even impossible. The extent of discrimination brought up in the interviews might be surprising, but this stemmed from a lack of employment rights. Over time, employment rights for trans people were gradually acquired and confirmed through a number of court cases. GIRES itself was in large part born out of Bernard and Terry Reed’s involvement with their own daughter’s employment discrimination case against Chessington World of Adventures in 1997. Within this difficult environment of job insecurity, GIRES worked to combat workplace ignorance, producing training resources for employers. Trans employment research was funded by the charity including Professor Stephen Whittle’s report on a 2000 survey on trans employment discrimination. Yet, in spite of the work done, continued efforts to combat workplace discrimination remain vital.…
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A Legacy of Kindness - Telling the Story of Trans Charity GIRES
Before the 1960s trans people self-identified, they accessed affirmative medical care of their choice. It was only in the mid to late 1960s, that opposition to that began. From 1970 to 1996 Trans people were unable to marry, unable to adopt, had no employment rights, the Institute of Personnel Management advised employers to dismiss all trans people in case they might offend a future hypothetical employee or employer or customer. Support groups started to be set up like Press for Change. It was during the early 90's that Bernard and Terry Reed had to navigate this harsh landscape when their daughter Niki began to be horrifically bullied at work for being Trans. This led this cis gender couple to become advocates in their own right, and the Gender Identity Research and Education Society (GIRES) was born. For more resources and information about this project visit: https://lok.gires.org.uk…
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