In the interview, Benjamin Wittes of the Brookings Institution and Lawfare is on the phone with Mike today to talk about Devin Nunes’ memo from 2017 in light of the recent Inspector General’s report. What did Nunes get right and wrong? And was it enough to let us stop calling him a nincompoop?
Newly revealed interviews show the misrepresentations and frustrations over a U.S.-led war in Afghanistan that went badly awry. John Glaser argues that one clear lesson is to stay skeptical of government justifications for war.
Sun-Times City Hall Reporter Fran Spielman breaks down the latest Moody’s report that says Chicago and Detroit are at the bottom of a list of major American cities when it comes to how well they’d fare when the next big recession hits. Plus searching for the perfect latke ahead of Hanukkah
Meek Mill is a rapper from Philadelphia. He’s put out five albums. His most recent, Championships, debuted at #1 on the charts, and was nominated for a Grammy for Best Rap Album.
Back in 2007, He was arrested on a gun charge at the age of 19, and over the last eleven years, he was sent to prison four times for parole violations. But in July 2019, based on evidence of alleged police corruption, the Pennsylvania Superior Court threw out his conviction, and the parole violation that had led to his most recent time in prison, a five-month sentence.
It was soon after Meek Mill was released that this song, “Trauma,” was created. He took inspiration from his experiences in prison, and his early life in Philadelphia.
In this episode, Meek Mill and Don Cannon, who produced the track, break down how the whole thing came together.
Right now, Radiotopia is holding its annual fundraiser. You can help support Song Exploder and the network that makes it possible. Make your mark. Go to Radiotopia.fm to donate today.
In the United States, people accused of crimes are entitled to certain well-known protections under the law. And, in the international sphere, global agreements theoretically guarantee certain rights to prisoners of war. However, in the wake of 9/11 elements of the US government felt these protections were preventing them from obtaining justice. They needed locations off the books. Places where the normal rules didn't apply -- places that, officially speaking, did not exist. Tune in to learn more about the rise of black sites.
These days, biologists believe all living things come from other living things. But for a long time, people believed that life would, from time to time, spontaneously pop into existence more often—and not just that one time at the base of the evolutionary tree. Even the likes of Aristotle believed in the “spontaneous generation” of life until Louis Pasteur debunked the theory—or so the story goes.
Judea Pearl is a professor at UCLA and a winner of the Turing Award, that’s generally recognized as the Nobel Prize of computing. He is one of the seminal figures in the field of artificial intelligence, computer science, and statistics. He has developed and championed probabilistic approaches to AI, including Bayesian Networks and profound ideas in causality in general. These ideas are important not just for AI, but to our understanding and practice of science. But in the field of AI, the idea of causality, cause and effect, to many, lies at the core of what is currently missing and what must be developed in order to build truly intelligent systems. For this reason, and many others, his work is worth returning to often.
This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on Apple Podcasts or support it on Patreon.
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Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.
00:00 – Introduction
03:18 – Descartes and analytic geometry
06:25 – Good way to teach math
07:10 – From math to engineering
09:14 – Does God play dice?
10:47 – Free will
11:59 – Probability
22:21 – Machine learning
23:13 – Causal Networks
27:48 – Intelligent systems that reason with causation
29:29 – Do(x) operator
36:57 – Counterfactuals
44:12 – Reasoning by Metaphor
51:15 – Machine learning and causal reasoning
53:28 – Temporal aspect of causation
56:21 – Machine learning (continued)
59:15 – Human-level artificial intelligence
1:04:08 – Consciousness
1:04:31 – Concerns about AGI
1:09:53 – Religion and robotics
1:12:07 – Daniel Pearl
1:19:09 – Advice for students
1:21:00 – Legacy
Just in time for your first turns, Vail Resorts’ earnings gave insights on where you should ski — and highlighted the growing showdown on ski passes. Yumi raised $8M for fancy subscription baby food, but we’re focused on who gave them that money. And the NAFTA trade treaty is being replaced by the USMCA now that Congress, the Senate, and the President are all on board.
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House Democrats have issued their narrowly focused articles of impeachment against President Donald Trump. We look back on the history of impeachments and ask whether the process is working as first intended. Killings of French women by their partners account for a tenth of the country’s murders; at last, the problem is being addressed. And what climate change is doing to the wine industry.
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