The BelTel podcast

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

12 dagen geleden1:14:43

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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…

The BelTel

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The BelTel brings you some of Northern Ireland's top journalists, Allison Morris, Sam McBride and Suzanne Breen to name but a few, giving you the inside stories behind what is in the news. Presented by Ciarán Dunbar, the Bel Tel investigates, debates and informs every Monday, Wednesday and Friday.

Hosted on Acast. See acast.com/privacy for more information.

548 afleveringen

#Daily News #News #Belfast Telegraphs

The BelTel

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Hosted on Acast. See acast.com/privacy for more information.

548 afleveringen

#Daily News #News #Belfast Telegraphs

Alle afleveringen

The BelTel

1
Gerard Conway inquest: 32-year-old disappeared in 2007 – witnesses testimony weaves a complex story 27:38

1 day geleden27:38

27:38

Gerard Conway was last seen in Cookstown in 2007. The 32-year-old father-of-one was recorded on CCTV at a bank in the town on the 25th of January. He was officially reported missing by his family on 13th of February. Despite searches, he has never been seen since. What happened to Gerard remains a mystery, but the coroner is satisfied he is dead. An inquest has heard from family, friends and witnesses. Several of them, believed that there is a possibility that he had been murdered. Ciarán Dunbar is joined by Belfast Telegraph reporter Kurtis Reid. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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PSNI Chief Con denies intrusive surveillance on journalist investigating Noah Donohoe death, Sam McBride reports 21:23

4 dagen geleden21:23

21:23

The PSNI have broken its silence on claims that it spied on journalist Donal MacIntyre, who is investing the death of teenager Noah Donohoe. The Chief Constable Jon Boucher says that “No Journalistic material was viewed, recorded, or sought by the PSNI”. He says that the PSNI only accessed information that was publicly posted on two X accounts. The PSNI also now denies breaking into the investigative journalist’s car – after they initially refused to comment. Ciarán Dunbar is joined by Sam McBride, who has been following the story. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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Allison Morris on the New IRA’s potential ceasefire after secret peace talks 30:04

5 dagen geleden30:04

30:04

The New IRA is in secret peace negations with the British and Irish governments. But the group’s leadership, who were previously arrested in an MI5 sting, is understood to be at loggerheads with hardliners over whether they should abandon their armed campaign. The New IRA is currently the most active of the dissident groups and is responsible for at least seven murders. Ciarán Dunbar is joined by Allison Morris, who broke the story. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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Noah Donohoe: PSNI accused of spying on journalist investigating teen’s death 29:07

7 dagen geleden29:07

29:07

The tragic and highly unusual nature of 14-year-old Noah Donohoe’s death in 2020, along with criticism of the police search for him, had led to substantial public concern, speculation, and anger. Two years ago, investigative journalist Donal MacIntyre began investigating the disappearance and the circumstances around it. A source has now told the Belfast Telegraph that as Mr MacIntyre began his work, the PSNI moved to put him under significant online surveillance. He says he is “disappointed but not shocked” at the PSNI allegedly spying on him. Ciarán Dunbar is joined by Sam McBride, who broke the story. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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Martin Dillon: “There’s no evidence for the ‘Say Nothing’ ending” and Mairead Farrell was "addicted to romantic nationalism" 38:49

9 dagen geleden38:49

38:49

Journalist Martin Dillon disputes the ending of the ‘Say Nothing’ tv show depicting the murder of Jean McConville. In his new book ‘The Sorrow and the Loss: The Tragic Shadow Cast by the Troubles on the Lives of Women’, he writes about people like Caroline Moreland, shot as an informer just weeks before the IRA ceasefire – he believes Martin McGuinness must have known about it. Mairead Farrell killed by the SAS in Gibraltar despite being well-known to the security services also features in the book. Martin Dillon joins Ciarán Dunbar, to talk about his latest work. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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Alliance: From liberal Unionism, to the agnostic ‘middle ground’ 44:43

12 dagen geleden44:43

44:43

Alliance was founded in 1970. Originally a strongly pro-union party before becoming agnostic on the border. 55 years later the party still exists and still seeks, as it would see it, to unite Northern Ireland. Who founded the party and why, what challenges has it faced, and how did it go from supporting the union to being agnostic on the question that dominates our politics? Ciarán Dunbar is joined by Professor Jon Tonge. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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Suzanne Breen: Irish unity, Sinn Féin’s White House dilemma and MLA pay rises 35:11

14 dagen geleden35:11

35:11

Suzanne Breen joins Ciarán Dunbar to go through the Belfast Telegraph’s latest LucidTalk polling, including the narrowing gap between support for the union and a united Ireland, Sinn Féin’s decision to decline this year’s White House visit, and potential pay rises for MLAs. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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Allison Morris on attempted murder of Sean O’Reilly as ONH feud boils over 17:49

15 dagen geleden17:49

17:49

There are fears of further bloodshed after an attempt on the life of a dissident republican in west Belfast. Taxi driver Sean O’Reilly was shot in the shoulder in Poleglass on Sunday. The shooting comes amid an escalating feud between factions of Óglaigh na hÉireann, better known as ONH. So far, the tensions have played out with graffiti and accusations on social media. But this shooting has sparked fears of retaliation. Ciarán Dunbar is joined by the Belfast Telegraph security correspondent - Allison Morris. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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William Hampton: The eccentric English millionaire who left his wealth to Sinn Féin 22:35

16 dagen geleden22:35

22:35

William Hampton was a nomadic millionaire famously described by Leo Varadkar “a vagabond who lived in a caravan”. Hampton left most of his fortune to Sinn Fein. Unsurprisingly – the party were happy to take the money, and equally unsurprisingly their rivals were quick to criticise that, especially given that the money went north. Now Sinn Féin is set to take in over £80k after a derelict cottage in County Carlow was found to belong to Hampton. Ciarán Dunbar is joined by the Belfast Telegraph’s Andrew Madden. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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‘King Con’: Belfast conman Cartmill who scammed Stephen Nolan and Eamonn Holmes faces jail 24:13

19 dagen geleden24:13

24:13

Celebrity conman Jay Cartmill is facing prison after pleading guilty to 46 new fraud charges, taking his total number of criminal convictions to more than 200. Cartmill, who told Stephen Nolan in 2015 that he was changing his ways, has confessed to masterminding another scam which is believed to total close to £1m. Ciarán Dunbar is joined by the Sunday Life’s Ciaran Barnes. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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The East Tyrone IRA, Loughgall, Clonoe, and the SAS 31:32

21 dagen geleden31:32

31:32

A coroner’s ruling the SAS was unjustified in shooting dead four IRA men in Tryone has been controversial with unionist politicians and British Army veterans. The four IRA men were shot dead in Clonoe in 1992, minutes after attacking Coalisland RUC Station. All four were members of the IRA’s East Tyrone brigade – one of the organisations most active. But it was also one which lost many of its own members at the hands of the security forces, particularly the SAS. Ciarán Dunbar is joined by author of ‘Death in the Fields: The IRA and East Tyrone’ Jon Trigg, who served in east Tyrone as a British Army officer. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

1
The IRA’s La Mon Bombing and the victims’ quest for justice 26:14

23 dagen geleden26:14

26:14

Twelve people died when the IRA fired bombed the La Mons House hotel on the 17 February 1978. Scores were injured, some horrifically. The Provisional IRA claimed responsibility for the attack, it apologised for the deaths - claiming the bombers had planned to give adequate warning – but were thwarted by a broken phone box. Journalist Ivan Little’s first shift as a news editor was on that day and has worked on the story ever since – he joins Ciarán Dunbar to tell the story. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

1
The Official IRA’s ‘training’ trip to North Korea 26:32

26 dagen geleden26:32

26:32

North Korea is one of the world’s most secretive states – known for its dictators who are treated like gods and an iron-clad grip on their citizens. Back in 1988, six members of the Official IRA made their way to North Korea to receive state of the art training – some were expelled from the country after a drunken brawl. The unusual alliance came as secretary general of the Irish Workers Party, Sean Garland, allegedly laundered millions of fake dollars for the Kim dynasty. Olivia Peden is joined by journalist and author John Sweeney, who has visited the strange nation. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

1
Allison Morris: The origins of the PSNI and the challenge of recruiting Catholics 31:28

28 dagen geleden31:28

31:28

23 years after its emergence, the PSNI is still less than one third Catholic and the numbers attempting to join are according to the Chief Constable "below what's needed". Its latest recruitment campaign attracted a total of 3,500 applications but only 27% are perceived to be Catholic. The PSNI was born out of the Patten reforms of the old RUC but the changes which reforms brought about were painful for many who saw them as a betrayal. The controversial 50/50, Catholic / Protestant recruitment policy was seen as discrimination against Protestants. Allison Morris joins Ciarán Dunbar to explain the background of the PSNI and the current difficulties it faces. Hosted on Acast. See acast.com/privacy for more information.…

The BelTel

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Ciaran Barnes: Why UDA shot pensioner after Bulgarian brothel raid in Coleraine 22:20

30 dagen geleden22:20

22:20

A Coleraine pensioner, who uses a mobility scooter, was shot five times in the arms and legs by the UDA. But what possible excuse would the loyalist paramilitaries have for carrying out such a heinous act? The attack came just 48 hours after the PSNI had raided a brothel in the town which it publicly connected to the UDA. That brothel was run by Bulgarian pimps and police say they were paying protection money to loyalists. The two events appear to be connected. Ciarán Dunbar is joined by Sunday Life's Ciaran Barnes. Hosted on Acast. See acast.com/privacy for more information.…

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