Code Story: Insights from Startup Tech Leaders - S10 E23: Ivan & Nick, Archetype AI (Part 1)

Ivan Poupyrev grew up in the Soviet Union, studying rocket science. He moved to the US in 2013 to pursue the early days of VR. He has worked at Disney and Google, and has been focused on merging the physical and digital world for many years. Prior to this latest revolution, Ivan was one of the skeptics towards the idea of AI. But at Google, he was convinced by one of his now co-founders, the value in this tech.

Nick Gillian has been working in real time Machine learning for nearly 2 decades - but path here was a bit different. His background is in music and audio engineering - think the math behind amps, studios, mixers, etc. During his masters studies, he fell in love with sensors, and participated in early development and advancement of this tech alongside machine learning. He built a toolkit, which eventually got the attention of Ivan.

Ivan was working at Google, and one of his team members began utilizing the toolkit built by Nick. Upon discovering this, Ivan reached out to Nick to see if he wanted to join the top secret team - and eventually, Nick convinced Ivan of the power of machine learning and AI.

This is the creation story of Archetype AI.

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Headlines From The Times - Sales Tax Hike, Trump’s 3rd Term Talk, and the Rise of AI Gyms

Sales taxes just went up across L.A. County—find out how much more you’ll pay and where that money’s going. Plus, Trump says he’s seriously thinking about a third term, despite the Constitution. At the box office, theaters are hurting, but some are getting creative to bring moviegoers back. And in Santa Monica, a futuristic gym is using AI to personalize your workouts in real time.

Social Science Bites - Jens Ludwig on American Gun Violence

Let’s cut to the chase: “The overwhelming majority of murders in the United States involve guns,” says economist Jens Ludwig. “And in fact, most of the difference in overall murder rates between the United States and other countries are due to murders with guns.”

This may seem intuitively obvious to outside observers, but studying guns within the United States has long been a fraught endeavor, and the amount of research isn’t commensurate with the impact on U.S. society. That said, Ludwig has taken on exploring the roots of American gun violence, work that serves as grist for the Crime Lab he directs at the University of Chicago and for many of his books, including his latest, Unforgiving Places: The Unexpected Origins of American Gun Violence. What’s he’s found is that the folk wisdom around gun violence doesn’t rally hold up to the evidence.

In this Social Science Bites episode, he explains to interviewer David Edmonds how – using insights about ‘system one’ and system two’ thinking developed by Daniel Kahneman – cognition in individuals has more explanatory power than traditional variables like poverty, education and environment.

“I think system one plays an underappreciated role in all interpersonal violence, all of the issues, and this way of seeing what is driving violent behavior among people is equally true for knife violence in the UK and on and on,” Ludwig says. “So I think this is really a universal thing about people's behavior. This sort of frame on the problem helps make sense of a bunch of patterns in the data.”

Ludwig is the Edwin A. and Betty L. Bergman Distinguished Service Professor at the University of Chicago, Pritzker Director of the Crime Lab and codirector of the Education Lab at that campus, and codirector of the National Bureau of Economic Research’s working group on the economics of crime.

He and his labs are routinely recognized for their work. The Crime Lab in 2014, for example, received a MacArthur Award for Creative and Effective Institutions, while eight years earlier Ludwig himself was awarded the Association for Public Policy Analysis and Management’s David N. Kershaw Prize for Contributions to Public Policy by Age 40. Some of the books he’s co-authored or co-edited include 2000’s Gun Violence: The Real Costs, 2003’s Evaluating Gun Policy, and 2012’s Controlling Crime: Strategies and Tradeoffs.

Serious Inquiries Only - SIO475: Greg Palast Claims the Election Was Stolen. Let’s Check His Work.

If you're on the left and at all active on the internet, you have probably seen this shared. It's called "Trump Lost. Vote Suppression Won." Here's the first bit: "Trump lost. That is, if all legal voters were allowed to vote, if all legal ballots were counted, Trump would have lost the states of Wisconsin, Michigan, Pennsylvania and Georgia. Vice-President Kamala Harris would have won the Presidency with 286 electoral votes."

Dr. Jenessa Seymour has the perfect expertise to examine these claims critically. Do they hold up? We learn a ton about voting rights along the way!

Are you an expert in something and want to be on the show? Apply here!

Please support the show on patreon! You get ad free episodes, early episodes, and other bonus content!

This content is CAN credentialed, which means you can report instances of harassment, abuse, or other harm on their hotline at (617) 249-4255, or on their website at creatoraccountabilitynetwork.org.

The Daily Detail - The Daily Detail for 4.1.25

Alabama

  • Sen. Tuberville offers a bill to reign in the ATF and its overregulation of guns
  • Governor Ivey encourages families to apply for Choose Act before 4/7
  • A judge rejects immunity for Decatur officer charged in shooting death
  • Parents not happy that Auburn High school promoted transgender day
  • ICE has placed holds on 45 criminal illegals at Madison county jail
  • Iranian man arrested last week has been sent to facility in Louisiana

National

  • SecDef Hegseth orders revamp of physical fitness standards for combat
  • AG Bondi announces arrest of man for firebombing Teslas in Colorado
  • DHS Secretary decries a Tik Tok video that urges shooting of ICE agents
  • Death row inmate in SC is requesting execution by way of firing squad
  • WI has special election today for next Supreme Court justice
  • Elon Musk and DOGE member reveal more of government corruption at town hall in Green Bay

The Daily Signal - President Harris on Chinese Blockade, Oklahoma Counties Secede, Lakers Beat Sky | April 1, 2025

On today’s Top News in 10, we cover:

  • President Kamala Harris addresses the nation as we reach Day 37 of China's blockade of the Panama Canal.
  • More Oklahoma counties secede from the Union to join the Independent Republic of Texas.
  • The new transwomen LA Lakers obliterate the Chicago Sky, 319 to 4.


Ahem... Actually...


  • The most crucial election of the year happens today in the State of Wisconsin.
  • New polling data sheds light on how Americans view the Tesla domestic terror incidents and the Trump administration so far.
  • Rep. Crockett (D-Dallas) leads the week with some disturbing statements.


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Honestly with Bari Weiss - Jay Bhattacharya Was “Dangerous.” Now He Leads NIH.

A few years ago Jay Bhattacharya was an obscure Stanford professor—a medical doctor who also had a PhD in economics. Then Covid hit, the lockdowns began, and “Doctor Jay”—as he is known—became a pariah in the medical community.


That’s because, along with colleagues from Harvard and Oxford, Jay questioned whether the lockdowns were a good idea. They did this in an open letter called the Great Barrington Declaration. And this idea, in the madness of that period, was considered so dangerous by federal health and Big Tech that Jay was not only smeared, but censored. His words—on platforms from Reddit to Twitter to Facebook—were suppressed.


But here’s the thing: The lockdowns were pretty disastrous. We’re still dealing with their effects—the loss of childhood learning, the cancer screenings that were skipped, the inability of those with special needs to see the people who help them, the separation of families—just to name a few consequences. And it’s still unclear if those lockdowns were worth it.

Many powers tried to silence Jay, but he persisted. And today Jay is the new head of the National Institutes of Health. If you’re skeptical of karma, this turn of events may lead you to believe in it.


He’s leading this massive federal agency, sometimes called “the crown jewel of American science”—it’s the largest public funder of medical research in the world—at a moment when public health authorities need to rebuild trust.


But here’s the wrinkle. Jay has two bosses: President Trump, who initiated Operation Warp Speed to develop a Covid vaccine in his first term. And Robert F. Kennedy Jr., the Health and Human Services secretary, who is also the most famous vaccine skeptic in America.

Walking the line here will inevitably be tricky for Dr. Jay. So, how can he do it? How does someone who believes that vaccinating your kids for diseases like polio and measles also confront the idea that large swaths of Americans have fear around vaccinating their kids? And how will he navigate an HHS that’s empowering discredited antivax crusaders — a move that, as The Wall Street Journal recently argued, is already vindicating Kennedy’s critics.


That’s among the many, many things Bari asks him in this conversation.


Jay has lived a remarkable life. And we get into all of it. His conversion to Christianity as a teenager and how his faith allowed him to stick to his values—and even to pray for Francis Collins, the former NIH director who called his ideas dangerous. The chutzpah it took to fight the entire medical establishment. How he ultimately triumphed against his critics. How he wants to put the National Institutes of Health on the frontline in the war against chronic illness in America.

And, most importantly, how can public health authorities make America healthy again? Today on Honestly, he tells us all about how he plans to do it all. 


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Everything Everywhere Daily - The Crimean War

In the mid-19th century, Europe saw what was perhaps its largest war since the end of the Napoleonic Wars. 


The war was ultimately fought over who would pick up the pieces of the failing Ottoman Empire. However, every country that fought in the conflict had its own unique reasons for doing so. 


What no one could know at the time is that the war would usher in changes that would affect the future of warfare forever. 


Learn more about the Crimean War, its causes, and its legacy on this episode of Everything Everywhere Daily. 



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NBN Book of the Day - Ian Rapley, “Green Star Japan: Esperanto and the International Language Question, 1880–1945” (U Hawaii Press, 2024)

Ian Rapley’s Green Star Japan: Esperanto and the International Language Question, 1880-1945 (U Hawaii Press, 2024) is a sociopolitical history of the “planned” language of Esperanto in the Japanese Empire. Esperanto was invented in the nineteenth century to address the problem of international communication. This was an issue of great and growing interest to various groups within the burgeoning Japanese Empire, and Rapley shows that Japanese Esperanto aficionados and advocates could be found working both with the League of Nations and the Soviet Union, and were active in cities and the countryside working through questions of language, identity, modernity, and communication through and around the medium of Esperanto. Green Star Japan is thus not just a (socio)linguistic history, it is a book about what it means to be modern and how people make sense of their place in a changing world.

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What A Day - Trump’s TBD Tariffs

Economists, Wall Street traders — really, anyone who has a stake in the health of the U.S. economy — are all holding their breaths right now ahead of President Donald Trump’s planned ‘Liberation Day’ Wednesday. That’s when he’s promised to put in place a slew of new tariffs on imported goods from all over the world. But the scope of Trump’s plans is still unclear, and that’s injecting a ton of uncertainty into an already uncertain economy, all while polls show voters are losing confidence in the president’s ability to bring down prices. Neil Irwin, chief economic correspondent for Axios, explains what Trump’s murky tariff plans could mean for average Americans.

And in headlines: Republicans sweat over a pair of special Congressional elections in Florida today, the Trump administration said it deported more alleged gang members to El Salvador, and Attorney General Pam Bondi told the Justice Department to drop a Biden-era lawsuit against a Georgia voting law.

Show Notes: