The Exchange podcast

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

for 7 dager siden1:14:43

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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 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 Exchange

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"The Exchange" on CNBC is a one-stop shop for the day's top business stories, along with breaking news and the must-see market movers heading into the back half of the trading day. This newsroom-based program also features lots of original reporting, in-depth conversations and showcases CNBC's award-winning investigative work.

1421 episoder

#Trading #Business #News #CNBC

The Exchange

67 subscribers

updated for ca. 12 timer siden

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1421 episoder

#Trading #Business #News #CNBC

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The Exchange

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The Exchange 3/5/25 43:41

for 12 hours siden43:41

43:41

Listen to the day's top stories, the must reads & a whole lot more for today's modern investor.

The Exchange

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Stocks Sell Off on Tariff Fears 3/4/25 49:24

for 1 day siden49:24

49:24

President Trump’s tariffs on Canada, Mexico and China are going into effect today, rattling the markets. We’ll look at how to position and what it all means for consumers and the Fed’s path forward.

The Exchange

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Countdown to Tariffs, Buying the Dips, Uranium U-Turn 3/3/25 43:50

for 3 dager siden43:50

43:50

Tariffs are set to be imposed on Mexico, Canada, and China, but our guest is concerned there doesn’t seem to be any rush for countries to find an off-ramp. Plus, Warren Buffett warns the economy and consumer could weaken, but our market guest is ready to buy any pullbacks and tells us where he sees the most opportunity. And tariffs should be a tailwind for this U.S. uranium producer, but there’s more to this story than trade. The CEO of Uranium Energy Corp. joins us with his outlook for America’s energy security.…

The Exchange

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Trump-Zelenskyy Oval Office Clash Causes Intraday Sell-Off 02/28/25 57:12

for 6 dager siden57:12

57:12

President Trump and Vice President Vance argued with Ukranian President Zelenskyy during an extraordinary moment before reporters in the White House. The visit, which was supposed to culminate in a news conference between both leaders, ended with Zelenskyy’s abrupt departure. We follow the live developments and market action as the event unfolds.…

The Exchange

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Markets Tug-of-War, Retail & Tariffs, Trump’s Gold Card 02/27/25 43:34

for 7 dager siden43:34

43:34

More signs of a slowdown are putting the Fed in a tricky position. We’ll debate what it means for the bull run. Plus, Bath & Body Works is plunging on weak guidance and the risk of tariffs. We’ll look at who else has the most exposure to China. And Trump’s gold card program has a hidden tax break that could lead to a boom in foreign investment.…

The Exchange

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Andy Jassy on the Record and Nvidia After the Bell 02/26/25 52:01

for 8 dager siden52:01

52:01

Amazon CEO Andy Jassy weighs in on AI, James Bond, and why Alexa+ is for the children in an extended interview. Plus, ahead of earnings, we dig into why Wells Fargo says Nvidia is still one of the most attractive secular growth stories in semis.

The Exchange

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Weighing Risks: Policies vs. Mag 7 02/25/25 43:43

for 9 dager siden43:43

43:43

Listen to the day's top stories, the must reads & a whole lot more for today's modern investor.

The Exchange

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Dimon's Macro Outlook, Berkshire Hathaway’s Cash Pile 2/24/25 52:28

for 10 dager siden52:28

52:28

Leverage, inverse and single-stock funds have exploded in popularity. But, could a turn in the market leave some investors imploding? What to know before you buy into this trend.

The Exchange

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Sentiment Sinks Stocks, UnitedHealth Plunges, Retail Under Trump 2.0 2/21/25 44:02

for 13 dager siden44:02

44:02

A batch of negative data, including weak consumer sentiment, is weighing on stocks. Plus, UnitedHealth plunges as the Justice Department reportedly investigates its Medicare billing practices. And Wells Fargo has the retail names most exposed to the Trump administration’s shifting policy on immigration.…

The Exchange

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Uncertainty Hits Stocks, Fed’s Path Forward, Health of Homebuilders 2/20/25 44:22

for 14 dager siden44:22

44:22

Walmart’s weak guidance is weighing on the Dow, putting it on pace for one of its worst days of the year. Plus, a flurry of Fed officials are weighing in on tariff uncertainty and warning of a material slowdown. And the housing market could be set for another soggy spring selling season. We’ll ask the CEO of Tri Pointe Homes about what he’s seeing.…

The Exchange

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Winning Growth Names, Inflation Impact of Trump Tariffs 2/19/25 43:38

for 15 dager siden43:38

43:38

Listen to the day's top stories, the must reads & a whole lot more for today's modern investor.

The Exchange

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VAT = Value Added Tariff?, The Future of Intel, U.S.-Russia Ukraine Talks 2/18/25 43:42

for 16 dager siden43:42

43:42

President Trump reiterated his reciprocal tariff plan over the weekend. We’ll speak to an expert that says it really could lead to 20% or more tariffs on many of our biggest trading partners. Plus, shares of Intel are surging again today amid reports it could be broken in two. But we’ll speak to an analyst who says he has a “better” idea to create value. And, U.S. and Russia officials are holding their first high-level talks in more than two years, as they try to negotiate a truce in the Ukraine conflict. We’ll get the latest details.…

The Exchange

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Stocks Shake Off Inflation & Tariff Fears, Defense Spending Cut?, Intel’s Winning Week 02/14/25 43:04

for 20 dager siden43:04

43:04

The major averages are set to end the week higher despite a whirlwind week of tariffs, inflation, and Musk-driven drama. But President Trump’s rhetoric around defense spending is spooking that sector. And Intel is on pace for its best week since 2000 on rumors of a tie-up with Taiwan Semi. We’ll cut through the noise with Bernstein’s Stacy Rasgon.…

The Exchange

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New Trump Tariffs, DOGE a Distraction for Musk?, Russia-Ukraine Truce Talks 02/13/25 46:05

for 21 dager siden46:05

46:05

President Trump is set to impose new, reciprocal tariffs on other nations, matching what they currently charge the U.S. to import goods. We’ll look at the fallout for stocks and the inflationary impact. And is DOGE distracting Elon Musk from Tesla? Wedbush’s Dan Ives doesn’t think so, and says deregulation will drive another $1 trillion in market cap for the EV maker. And Atlantic Council CEO Fred Kempe is in Munich with what European officials are saying about a potential truce between Russia and Ukraine.…

The Exchange

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Hot CPI Hits Stocks, Powell Day 2, Musk’s DOGE Vision 02/12/25 43:10

for 22 dager siden43:10

43:10

Today’s hotter-than-expected CPI print might make the Fed’s path forward a bit murkier, as Powell doubles down on not rushing to cut rates with the economy as strong as it is. Plus, Elon Musk is laying out his vision for DOGE’s cuts to the federal government, as his feud with OpenAI’s Sam Altman continues.…

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