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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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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…
Podcast 122 - The fight for peace and disarmament
Manage episode 462243206 series 2292011
תוכן מסופק על ידי Socialist Correspondent. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Socialist Correspondent או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
The tasks of the peace movement in Britain are urgent, as people continue to suffer poverty, cuts to services and crumbling infrastructure yet the government plans to increase arms spending to 2.5%of GDP or £87.1 billion including massive expenditure on replacing the Trident nuclear weapons system. This has nothing to do with self-defence and everything to do with Britain playing its part in fighting wars and imposing military power across the globe. Not only could this money be better spent elsewhere but Britain’s active involvement in wars such as Ukraine make this country a target. But there is an alternative to an imperialist, warmongering UK. We could take the path of non-alignment and join with others, like BRICS, to have a more secure and prosperous future.
…
continue reading
126 פרקים
Manage episode 462243206 series 2292011
תוכן מסופק על ידי Socialist Correspondent. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Socialist Correspondent או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
The tasks of the peace movement in Britain are urgent, as people continue to suffer poverty, cuts to services and crumbling infrastructure yet the government plans to increase arms spending to 2.5%of GDP or £87.1 billion including massive expenditure on replacing the Trident nuclear weapons system. This has nothing to do with self-defence and everything to do with Britain playing its part in fighting wars and imposing military power across the globe. Not only could this money be better spent elsewhere but Britain’s active involvement in wars such as Ukraine make this country a target. But there is an alternative to an imperialist, warmongering UK. We could take the path of non-alignment and join with others, like BRICS, to have a more secure and prosperous future.
…
continue reading
126 פרקים
כל הפרקים
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Socialist correspondent

The BRICS alliance of Emerging Markets and Developing Countries took a major step forward at its 16th summit held in the Russian city of Kazan on October 22-24. Following decisions taken at last year’s summit in South Africa, a total of nine countries took part as full members for the first time, with Ethiopia, Egypt, the United Arab Emirates (UAE) and Iran joining Brazil, Russia, India, China and South Africa. BRICS now represents nearly half of the global population. A total of 36 countries participated in the summit, along with the leaders of six international organisations, which included Antonio Guterres, United Nations General Secretary. BRICS has announced its intention to challenge the Western domination of the bank transfer system by introducing BRICS Pay as and alternative to SWIFT. This was a key announcement at the summit which showed a determination to continue to strengthen relationships between BRICS members.…
S
Socialist correspondent

1 Podcast 124 - Policing The Borders Of Paradise As Schengen Disintegrates 24:11
24:11
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אהבתי24:11
Frontex, the EU border agency is armed and is the only EU body to have a uniform. It's task is to guard the EU's borders and to implement the aggressive push back of migrants trying to escape war and poverty to reach Europe. With an increasing budget it also operates unaccountably. But as the EU tries to maintain "Fortress Europe" it's own system designed to maintain free-movement of labour within the Schengen Agreement area is beginning to fall apart. There are increasing numbers of instances of restrictions by individual countries on the Agreement's operation or of its suspension. The massive contradictions at the heart of the EU's management of migration are becoming impossible to ignore.…
S
Socialist correspondent

1 Podcast 123 - Trump's Election, How It Happened And What It Could Mean For The World 12:56
12:56
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אהבתי12:56
What will the prospects for the world be with Donald Trump back in the White House? It is not entirely certain how Trump will approach the war in Ukraine, but there is an increasing shift in the establishment towards the realistic view that Ukraine cannot win on the battlefield and that there should be negotiations. Other things are clearer. Trump will maintain a firm support for Israel’s genocide in Gaza and ramp up hostility towards China as a prelude to war. But why was Trump able to win and Kamala Harris lose the Presidential election. Breaking down the statistics of where the Democrats lost ground it can be seen that the conscious neglect of core voters led to a drop in support for the Democrats through abstention, with Trump also capitalising on this disaffection. A failure by the Democrats to address the needs of working class Americans as well as alienation on the issue of Gaza were among the factors at work.…
S
Socialist correspondent

1 Podcast 122 - The fight for peace and disarmament 16:35
16:35
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אהבתי16:35
The tasks of the peace movement in Britain are urgent, as people continue to suffer poverty, cuts to services and crumbling infrastructure yet the government plans to increase arms spending to 2.5%of GDP or £87.1 billion including massive expenditure on replacing the Trident nuclear weapons system. This has nothing to do with self-defence and everything to do with Britain playing its part in fighting wars and imposing military power across the globe. Not only could this money be better spent elsewhere but Britain’s active involvement in wars such as Ukraine make this country a target. But there is an alternative to an imperialist, warmongering UK. We could take the path of non-alignment and join with others, like BRICS, to have a more secure and prosperous future.…
S
Socialist correspondent

1 Podcast 121 - The danger of world war - can it be stopped ? 24:14
24:14
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אהבתי24:14
The Danger of direct conflict between the great powers have recently multiplied. The US has refused to accept its declining supremacy, to compromise or negotiate. Ongoing conflicts in the Ukraine and the Middle East are in danger of reaching a point of no return.The growing appetite for change, away from war ,sham democracy, and climate catastrophe indicates that millions of people are disillusioned with the entire system. The promotion of a socialist alternative is vital.…
S
Socialist correspondent

1 Podcast 120 - Militarism Rises Again In Japan 17:29
17:29
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אהבתי17:29
One aspect of the build up for war with China is the rearmament and increasingly aggressive military posture of Japan. Imperialists in Japan have long sought to shed the constraints placed on it as a defeated nation after the Second World War and now they have been given the green light to do this by the United States, which wants Japan to be part of the military encirclement of China and of Russia in the East. However, as the only country which has experienced the use of nuclear weapons at Hiroshima and Nagasaki, there is also a strong peace movement in Japan which rejects these moves.…
Israel is continuously escalating its genocidal war against the Palestinians in Gaza and increasingly in the West Bank too. It has no interest in ceasefires or negotiations as it seeks to turn Palestine into an uninhabitable wasteland which it can permanently occupy. On the contrary it is now seeking to expand its aggression to Lebanon and Iran and to provoke a regional war.…
S
Socialist correspondent

1 Podcast 118 - Regime change in Bangladesh 19:27
19:27
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אהבתי19:27
In August the Prime Minister of Bangladesh, Sheikh Hasina resigned. On the surface, and as reported in mainstream media outlets, she was forced to step down due to student protests, but there were deeper geopolitical reasons behind her ousting. Not least she had raised US ire by refusing to host a United States military base in Bangladesh and by drawing closer to China and the BRICS countries. The student movement, as has happened in similar situations in other countries, provided leverage for the US regime change agenda.…
S
Socialist correspondent

1 Podcast 117 - Ukraine - West continues to escalate war 20:06
20:06
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אהבתי20:06
Despite the dangers to Europe and the world, the West continues to press on with its disastrous war in Ukraine. Even with the evident failures on Ukraine’s part to make progress in the war, including its incursion into Kursk and despite the suffering on all sides, the West is determined to double down on war. It has peremptorily dismissed peace plans and calls for negotiations. On the contrary, there are increasing moves to allow Ukraine to use weapons supplied by the West to hit targets within Russia. This has the potential to widen the war, making the countries who supply these weapons increasingly party to the conflict. There is also worrying build-up of NATO bases in Europe as the United States tries to move the responsibility for the war to European countries.…
S
Socialist correspondent

1 Podcast 116 - The South African Election 2024 19:59
19:59
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אהבתי19:59
Can the African National Congress renew and recover in the face of declining support from the electorate who are dissatisfied with rising poverty and a failure to address corruption.
S
Socialist correspondent

1 Podcast 115 - A Labour Government - What Next 19:39
19:39
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אהבתי19:39
The new Labour government opens up new opportunities and also faces massive challenges. We will have to wait and see whether the movement can achieve real progress for working people in Britain.
S
Socialist correspondent

1 Podcast 114 - The Soviet model and the economic cold war - Part 1 27:58
27:58
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אהבתי27:58
One of the main accusations leveled by capitalist ideologues against socialism is that it simply does not work. This is rather unconvincing coming from the system which has brought us close to the edge of climate catastrophe, decaying living standards and infrastructure, lower productivity and stagnating growth in western economies. And yet this critique of socialism is routinely accepted without examining the evidence of the achievements of the Soviet Union and other socialist countries. When these are set out they reveal the opposite - growing economies and improvements in the well-being of the citizens of those countries. This should give us confidence and hope that there is an alternative to the dire reality of our capitalist world.…
S
Socialist correspondent

1 Podcast 113 - Chips - The Twentieth Century's Strategic Resource 18:07
18:07
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אהבתי18:07
Advanced computing systems are now essential to all aspects of our daily lives. They are also increasingly important to capitalism's power and to the West's military domination. Microchips are the fundamental components of key systems and hardware and the US in particular is battling to keep control of this strategic resource. This fight over tech lies at the heart of its confrontation with China and is the reason it threatens war.…
S
Socialist correspondent

1 Podcast 112 - Capitalism's Crisis And The Threat To Democracy 17:31
17:31
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אהבתי17:31
In Britain we have seen a wave of strikes and massive demonstrations over Gaza. In response the Tory government has been passing multiple pieces of legislation designed to restrict free speech, the right to protest and the right to strike. This repressive agenda will give the government extraordinary tools to suppress opposition and represents a fundamental threat to democracy. And yet in defiance of these threats and ideological attacks protesters are still out in force in solidarity with the Palestinians and standing up for free speech.…
S
Socialist correspondent

1 Podcast 111 - Gaza, Zelensky, And The NHS - What They Have In Common 14:46
14:46
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אהבתי14:46
There is always money to be made from war and Ukraine and Gaza are no exceptions. The arms industry has certainly benefited from both these current conflicts. Increasingly, however, electronic systems are vital to fighting wars. the US company Palantir has contracts in Israel, Ukraine and here in the NHS. It has been described as “…the AI arms dealer of the 21st century” and works closely with the US government. So what is it doing in our NHS? Apparently “integrating health data”. Access to data is a prime objective of tech companies and Palantir’s role in the Health Service has met widespread opposition.…
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