People want to feel supported and safe at work – and inspired to innovate. What can people working at large corporations do to create this kind of environment? Saskia Mureau is the Director of Customer Digital at the Port of Rotterdam where she is harnessing digital systems to reduce emissions. She is passionate about creating inclusive workplaces where psychological safety and collaboration drive meaningful change. In this episode, Kamila sits down with Suchi to talk about why she chose to work at large corporations rather than startups. Saskia also reflects on her personal experiences, including navigating IVF while at work, and discusses how organizations can foster environments where employees feel empowered to bring their whole selves to work. Links: Saskia Mureau on Linkedin WHO infertility research BCG 2024 report on psychological safety in the workplace Suchi Srinivasan on LinkedIn Kamila Rakhimova on LinkedIn About In Her Ellement: In Her Ellement highlights the women and allies leading the charge in digital, business, and technology innovation. Through engaging conversations, the podcast explores their journeys—celebrating successes and acknowledging the balance between work and family. Most importantly, it asks: when was the moment you realized you hadn’t just arrived—you were truly in your element? About The Hosts: Suchi Srinivasan is an expert in AI and digital transformation. Originally from India, her career includes roles at trailblazing organizations like Bell Labs and Microsoft. In 2011, she co-founded the Cleanweb Hackathon, a global initiative driving IT-powered climate solutions with over 10,000 members across 25+ countries. She also advises Women in Cloud, aiming to create $1B in economic opportunities for women entrepreneurs by 2030. Kamila Rakhimova is a fintech leader whose journey took her from Tajikistan to the U.S., where she built a career on her own terms. Leveraging her English proficiency and international relations expertise, she discovered the power of microfinance and moved to the U.S., eventually leading Amazon's Alexa Fund to support underrepresented founders. Subscribe to In Her Ellement on your podcast app of choice to hear meaningful conversations with women in digital, business, and technology.…
เนื้อหาจัดทำโดย Razib Khan เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Razib Khan หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
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เนื้อหาจัดทำโดย Razib Khan เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Razib Khan หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
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เนื้อหาจัดทำโดย Razib Khan เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Razib Khan หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
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×On this episode of Unsupervised Learning Razib talks to Tade Souaiaia , a statistical geneticist at SUNY Downstate about his new preprint, Striking Departures from Polygenic Architecture in the Tails of Complex Traits . Souaiaia trained as a computational biologist at USC, but also has a background as a division I track and field athlete. Razib and Souaiaia discuss what “genetic architecture” means, and consider what we're finding when we look at extreme trait values in characteristics along a normal distribution. Though traits like height or risk for type II diabetes can be thought of as represented by an idealized Gaussian distribution, real molecular and cellular processes still underlie their phenotypic expression. Souaiaia talks about how genomics has resulted in an influx of data and allowed statistical geneticists with a theoretical bent to actually test some of the models that underpin our understanding of traits and examine how models like mutation-selection balance might differ from what we’ve long expected. After wading through the depths of genetic abstraction and how it intersects with the new age of big data, Razib and Souaiaia talk about race and sports, and whether there might be differences between groups in athletic ability. Souaiaia argues that the underlying historical track record is too variable to draw firm conclusions, while Razib argues that there are theoretical reasons that one should expect differences between groups at the tails and even around the memes. Subscribe now Share Give a gift subscription Read more…
Three years ago David Mittelman came on Unsupervised Learning to talk about emerging possibilities on the frontiers of genomics, and his new startup at the time, Othram . Since then, Othram’s work has been featured widely in the media, including in a Law & Order episode, and the firm has solved thousands of unsolved cases, with nearly 500 public. For over a decade, Mittelman has been at the forefront of private-sector genomics research. He trained at Baylor College of Medicine and was previously faculty at Virginia Tech. Razib and Mittelman discuss the changes that the rapid pace of genomic technology has driven in the field of genetics, from the days a $3 billion dollar draft human genome in the year 2000 to readily available $200 consumer genomes in 2024. One consequence of this change has been genetics’ transformation into information science, and the dual necessities of increased data storage and more powerful, incisive data analysis. Genomics made information acquisition and analysis so easy across the research community that it allowed for the pooling of results and discoveries in big databases. This has pulled genetics out of the basic science lab and allowed it to expand into an enterprise with a consumer dimension. Mittelman also discusses the improvements and advances in DNA extraction and analysis techniques that allow companies like his to now glean insights from decades-old samples, with bench sciences operating synergistically with computational biology. Razib and Mittelman talk about how he has helped solve hundreds of cold cases with new technology, in particular, at the intersection between new forensic techniques and both whole-genome sequencing and public genetic databases. They also discuss the future of genetics, and how it might touch our lives through healthcare and other domains, passing from inference to fields like genetic engineering…
On this episode of Unsuperivsed Learning reviews what we know about Indo-Europeans as 2024 comes to a close. This is prompted by a new preprint Ancient genomics support deep divergence between Eastern and Western Mediterranean Indo-European languages , which finally establishes that populations in Northern and Southwestern Europe derived from a different steppe-origin population than the Greeks and Ilyrians of the Balkans, as well as Armenians. Razib talks about how ancient DNA is resolving long-standing disputes in historical linguistics, and coming down on the side of very particular sets of hypotheses. He discusses Peter Bellwood’s First Farmers: The Origins of Agricultural Societies , and its models about the origins of Indo-European languages, and how they have been falsified by paleogenomics. Razib also steps through the relationship of particular Indo-European groups to ancestral archaeological cultures like the Corded Ware, Bell Beaker and Catacomb Cultures. He also talks about the connections between charioteers and the early Mycenaeans, and looks at Robert Drews’ ideas in Coming of the Greeks . Finally, he addresses outliers in the ancient DNA data that indicate connections between locales as disparate as Scandinavia and Cyprus 4,000 years ago.…
This week on Unsupervised Learning Razib talks to Megan McArdle , author of The Up Side of Down: Why Failing Well Is the Key to Success and Washington Post columnist and op-ed board member. McArdle was raised in New York City and attended Riverdale Country School. She obtained an undergraduate degree in English from University of Pennsylvania and an MBA from the University of Chicago. A pioneering blogger based out of New York City and covering the site of the WTC in the wake of 9/11, McArdle went on to work at The Economist , The Atlantic and Newsweek . In this episode, the discussion largely focuses on McArdle’s research about the cultural history of food and cooking in the US. But first they discuss the economic implications of Donald Trump’s election, and the domestic consequences shifting toward a tariff-heavy trade regime. McArdle lays out the case that a massive tariff would have the same impact as a tax, not to mention the broad disruptive economic effects on large companies’ supply chains. Then they move on to the changes in American cuisine over the last few centuries, and the shifts driven by technology and innovation. McArdle points out that in the 19th century, gelatin dessert was a luxury and an exotic treat because it was labor intensive to prepare. But by the middle of the 20th century industrial-scale food processing made gelatin, in particular Jell-o, a cheap commodity, and it became associated with the lower classes. Similarly, before factory farming, chicken and eggs were more expensive than red meat, and thus viewed as high-end ingredient (whereas today, chicken is far cheaper than beef). Finally Razib and McArdle talk about how the plentitude of food available in the 21st century contributes to the obesity epidemic that has only ceased its relentless expansion with the advent of Ozempic.…
On this episode of Unsupervised Learning Razib talks with Washington Post columnist Shadi Hamid. A native Pennsylvanian of Egyptian ethnic background, and Islamic faith, Hamid completed his Ph.D. in politics at Oxford University. He is an assistant professor at Fuller Seminary , a periodic contributor to The Atlantic , co-host of the Wisdom of Crowds podcast and website, and now the author of his own Substack and a recent book, The Problem of Democracy: America, the Middle East, and the Rise and Fall of an Idea . Hamid is also the author of Temptations of Power: Islamists & Illiberal Democracy in a New Middle East and Rethinking Political Islam . Hamid and Razib discuss the tail end of the war in Gaza, from the explosion of 10/7 and the wave of atrocities against Israelis surrounding the Palestinian enclave, to the brutal counter-attack that has resulted in tens of thousands of Gazan civilian deaths. While Hamid points to the deep structural issues that divide the two parties, and make final resolution of the conflict difficult, Razib highlights the many pitfalls of third parties becoming involved in such a highly polarized and fraught topic. They also discuss the growing identification of the global Left, including American progressives, with the Palestinian cause, the difficulties of grappling with and containing anti-Semitism within the movement. Though Israel’s counter-offensive is finally reaching a denouement, Hamid strikes a fundamentally pessimistic note about long-term possibilities. Then they pivot to domestic politics, and recent cultural trends that culminated in a Trump victory in the 2024 USelection, and the alienation of many nonwhites in the Democratic coalition from the hegemony of woke cultural elites. Hamid reiterates his long-standing critiques of racial identitarianism on the Left, and the irony that the progressive awareness of racial minorities only tends to extend to them when these minorities cosign woke nostrums. In contrast to the seemingly interminable nature of the conflict in the Middle East, Razib and Hamid both see hope for a path forward with reduced racial polarization and a reorientation of politics around substantive material interests rather than symbolic racial or ethnic categories. Give a gift subscription Subscribe now Share Read more…
On this episode of Unsupervised Learning , Razib catches up with Nikolai Yakovenko about the state of AI at the end of 2024. Yakovenko is a former professional poker player ,and research scientist at Google, Twitter and Nvidia. With a decade in computer science , Yakovenko has been at the forefront of the large-language-model revolution that has given rise to multi-billion dollar companies like OpenAI, Anthropic and Perplexity and hundreds of smaller startups. Currently, he is the CEO of DeepNewz , an AI-driven news startup that leverages OpenAI’s latest model. Full disclosure: Razib actively uses and recommends the service and is an advisor to the company. Razib and Yakovenko first review what makes the last few years special, the rise of large-language-models on top of neural network architecture of transformers. Yakovenkoi discusses how far they’ve come since OpenAI released ChatGPT to the public in the fall of 2022, and how people have been using the underlying technology to develop applications atop it. Despite predictions of mass unemployment, Razib points out that two years later America is at full employment, and only niche fields like translation have been impacted. In contrast, Yakovenko points out that most software developers use artificial intelligence in some form to aid in their daily engineering work, noting the possibility that the AI revolution is integrating itself seamlessly as a utility for preexistent jobs. They also discuss the fact that though AI is a booming field, only one brand-name company has so far emerged in the industry, OpenAI. Though they agree that the current hype cycle is now abating, it is clear that the major investments in the field like data centers will continue from major players as AI-driven applications like self-driving cars become more and more mainstream.…
Biden era The vibe shift (again) Grooming gangs Share Give a gift subscription Subscribe now Read more
On this episode of Unsupervised Learning , Razib talks to Yasha Mounk . The founder of Persuasion , a contributor to The Atlantic and a professor at Johns Hopkins , Mounk now has his own Substack , where he hosts his weekly column and podcast . He is the author of The Great Experiment: Why Diverse Democracies Fall Apart and How They Can Endure , The People vs. Democracy: Why Our Freedom Is in Danger and How to Save It and The Identity Trap: A Story of Ideas and Power in Our Time . Razib and Mounk first discuss Mounk’s immediate reaction to the 2024 election, and how the Democrats might pick up the pieces going forward. Mounk believes that the argument in his book The Identity Trap , neatly captures many of the problems for the party. Democrats leaned in on the inevitably of racial polarization in an age of progressive depolarization. Razib also asks Mounk for his retrospective on the COVID-19 epidemic, in which he was a commentator who argued in The Atlantic for more stringent habits and then later, for an opening up. They also discuss how the Public Health establishment COVID interventions threw the whole field into disrepute, and what it tells us about the nature of expertise. Then Razib asks Mounk about European nations and their future. In particular, whether their low productivity and fertility rates combined with mass migration doom them to a future of irrelevance and national dissolution. Mounk highlights the unfortunate case of the UK in particular, though he notes that his home nation of Germany is finding itself in a precarious situation with China competing with its manufacturers and Russia cutting off its gas supply. Finally, Razib closes by asking Mounk whether he is still as worried about American democracy in the wake of the 2024 Trump win as he was in 2016.…
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On this episode of Unsupervised Learning Razib talks to Conn Carroll , the author of Sex and the Citizen: How the Assault on Marriage Is Destroying Democracy . Caroll is currently an editor for the Washington Examiner , but previously he was the communications director for Senator Mike Lee of Utah, an assistant director at the Heritage Foundation, White House correspondent for Townhall.com and a reporter at National Journal . Carroll wrote Sex and the Citizen in response to what he felt was misleading and biased reporting in the mainstream media on the origins and implications of marriage and monogamy. Razib asks Carroll how he refutes the ideas presented in Christopher Ryan and Cacilda Jethá’s Sex at Dawn , which argues that prehistoric humans were non-monogamous. Carroll outlines the current mainstream thinking in evolutionary anthropology and primatology, and all the biological reasons that indicate that Homo sapiens is far more monogamous than our common chimpanzee and gorilla cousins, most clearly in our reduced sexual dimorphism. But while our hunter-gatherer past was defined by monogamy, Sex and the Citizen argues that the rise of agriculture resulted in the explosion of polygamy, as high status males in societies defined by incredible inequality began to monopolize access to women, culminating in the explosion of Y chromosomal “star phylogenies,” where supermale lineages exploded all over Eurasian 4,000 years ago. Carroll then explains that the Romans and Greeks took steps toward enforcing monogamy as a legal institution, and Christianity introduced the idea of sexual fidelity upon men. After Christianity popularized egalitarian monogamous marriage, Sex and the Citizen follows in Joe Henrich’s wake in The WEIRDest People in the World: How the West Became Psychologically Peculiar and Particularly Prosperous . Carroll discusses the Catholic Church’s strict policies on incest and adoption, which destroyed the power of elite related clans in the West, and hastened the emergence of the Western European marriage norm of independent and separate nuclear families, rather than extended families as the primary unit of kinship in society. In the second half of Sex and the Citizen Carroll addresses the social history and policy changes in relation to marriage in the US. While Western European societies took a significant step away from familialism, Carroll explains that American marriage was even more individualistic and radical, as nuclear families spread out to the frontier, away from their extended kin networks. He also contextualizes the rise of the 1950’s nuclear family, which some scholars have argued was an aberration in American history. Carroll argues that actually it was an extension of earlier American norms, but the rise of the wage-based capitalist economy allowed for couples to set up separate households earlier in their lives. Carroll concludes the discussion outlining the 1970’s policy changes in welfare provision that discouraged marriage, noting the decline of the institution across American society over the last 60 years, and how government policy might reverse it. Subscribe now Give a gift subscription Share Read more…
Today Razib talks to Russian commentator and transhumanist Anatoly Karlin . Karlin has a BA in political economy from U C Berkeley. For most of the 21st century he had positioned himself as part of the right wing of the transhumanist movement. He returned to Russia after living in California’s Bay Area for several years, and from there he promoted a nationalistic vision in opposition to American military and cultural power. With the February 2022 invasion of Ukraine, he joined a chorus of Russian warbloggers cheering on the inevitable conquest. And then, like Richard Hanania , he did an about-face on the Russian invasion, reversing many of his views. Today Karlin is a digital nomad, and aligns firmly with American cultural and technological progressivism. He endorsed Kamala Harris and promotes what he terms a “ Biosingularity .” His Substack is “ Elite Human Capital ,” a term popularized by Hanania . Arguably Karlin has gone further than Hanania in endorsing the new American global order, underpinned both by the US’s technological and cultural dominance. Razib and Karlin talk about how he came to invert so many of his views, while at the same time remaining fundamentally committed to the transhumanist project, like combating aging. They discuss the contrast between Russia and the US, and how Karlin came to see Vladimir Putin’s decision to invade Ukraine and stand against the West as folly. Karlin also discusses his peripatetic lifestyle, the new friends made and those lost due to his conversion to what he would have previously called “globalism.”…
During the Ice Age our ancestors often painted the horse in caves On this week’s episode of Unsupervised Learning Razib covers the archaeology, genetics and history of the horse. Dogs may be man’s best friend, but for thousands of years horses were humanity’s most valuable domesticate. While pigs, cattle and goat were essential elements of the world’s subsistence economies, the horse in its military roles was a luxury good, with Chinese emperors sending delegations to Central Asia in search of “heavenly steeds.” But while dogs have been humanity’s sidekick for at least 20,000 years, and cattle and caprids for about 10,000 years, the horse is a relatively new addition, tamed on the Central Asia steppe only some 5,500 years ago. But despite their late entrance, horses quickly proved economically critical, opening up trade routes, increasing farming productivity and remaining weapons of war down until the last futile Polish cavalry charges in 1939 against invading Nazis. The horse’s role as a loyal steed was not inevitable; repeat attempts to domesticate tropical zebras have failed, while most other Eurasian megafauna, from moose to elephants, remain wild. The horse is part of the “secondary products revolution,” with high-fat milk and manes that can be refashioned to adorn human helmets, but just as importantly it was a pre-modern information technology revolution. Mongolian cavalry-messengers were able to cut a year-long trek across Eurasia down to a month. And between about 300 AD and 1500 AD, mounted cavalry dominated the Eurasian continent, driving the emergence of new empires and hastening the collapse of old ones. Since its domestication on the Pontic steppe in 2500 BC, which may have saved the species from extinction, the horse has played a critical part in world history, only really finally passing into obsolescence on the farm, the road and the battlefield in the past century and a half.…
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1 Khanveration #24: H1-B’s, American Nationalism, Heritage Americans and the uniqueness of Western Civilization
This week Josiah and Razib are joined by Josiah Lippincott , author of the Substack Regime Critic . H1-B's American Nationalism Heritage Americans The uniqueness of Western Civilization Subscribe now Give a gift subscription Share Read more
Special note - 2025 Early Bird sale going now Lock in a lifetime low annual rate on Unsupervised Learning . Through 11:59pm, January 2 (CST), $50/year. January 3: $55/year. January 4: $60/year. Regular price is $79/year. This is one of only two annual discounts I offer. Thank you for supporting in-depth science writing! Feel free to add more in the comments.Today Razib talks to Antonio Regalado , reporter at MIT Technology Review . Regalado covers how technology is changing medicine and biomedical research. Before joining MIT Technology Review in 2011, he lived in São Paulo, Brazil, where he wrote about science, technology, and politics in Latin America for Science and other publications. From 2000 to 2009, he was a science reporter and foreign correspondent at the Wall Street Journal . Among the many stories Regalado has broken was the prenatal sequencing of Razib’s son in 2014, but on this episode they talk about another scoop: his 2018 reporting on the “CRISPR babies” (listen to a podcast on the topic with Regalado on The Insight ). Starting in 2024, the scientist who led the 2018 gene-editing of two babies in China, He Jiankui, seemed to embrace a new role as self-appointed social media evangelist and oracle, mostly about his own future. Regalado talks about what he thinks the Chinese scientist is up to, where the field of CRISPR-gene editing is at present and where it is going. Razib and Regalado also discuss the rise and fall, and future prospects, of CRISPR biotech startups attempting to develop therapies that deploy gene-editing. Regalado also muses on the emergence of companies that provide genomic technologies and services like embryo screening in the “gray market” away from public view. Subscribe now Give a gift subscription Share Read more…
On this episode of Unsupervised Learning Razib talks to returning guest Wilfred Reilly about his new book, Lies My Liberal Teacher Told Me: Debunking the False Narratives Defining America's School Curricula . Reilly holds a Ph.D. in political science from Southern Illinois and a J.D. from the University of Illinois. Raised in a working-class neighborhood on Chicago’s South Side, he worked in the private sector before his career in academia, including stints as a political canvasser, real estate investor and a corporate sales executive. He is also the author of T aboo: 10 Facts [You Can't Talk About] and Hate Crime Hoax: How the Left Is Selling a Fake Race War . His writing appears in a wide array of publications like Commentary , National Review and Quillette . Razib and Reilly tackle the reality that over the last few decades the American education system has reoriented itself to teach values by slanting a neutral historical narrative not specific to a particular viewpoint in the direction of what is arguably distortion and misinformation. Perhaps the most egregious case of this is the narrative about slavery, making the institution a uniquely American sin when the reality is that until the 19th century it was a widespread practice across almost all societies. In fact, as Reilly points out, it was the West, and in particular Britain, that ended the practice across much of the world. An aspect of counterfactually reorienting the historical narrative for didactic purposes is that many educators have reinvented peoples and places to serve their own idealism; Native Americans for example have become repurposed into premodern environmentalist activists, even though their arrival in the New World over 10,000 years ago was indisputably associated with megafaunal extinction. Reilly shows that this pattern of reinterpreting and shading the past applies even to events within the lifetimes of the living. The various retellings of the “Red Scare” periods of American history after World War I and World War II obfuscate the reality that the US in the 20th century did have a Communist movement that infiltrated the professions and even the diplomatic corps; Joe McCarthy’s excesses seem to have ended up justifying amnesia about a global political movement that transformed much of the world and had very real aims to take over the USA. Lies My Liberal Teacher Told Me highlights that current attempts to retell history are not actually even liberal, but simply radical, and reflect the capture of education schools by Leftist activists since the 1970s. Rather than equipping children for the modern economy and expanding their understanding of the world, the regnant generation of educational practitioners seems intent on creating a cadre of 21st century radicals whose vague view of the past is rooted in ideology rather than any observable reality.…
On this episode of Unsupervised Learning Razib welcomes Leighton Akira Woodhouse back to the podcast. Woodhouse is a freelance journalist and a documentary filmmaker, currently based in Oakland, California. He grew up in Berkeley, and was a doctoral student in Sociology at UC Berkeley. After leaving academia he contributed to outlets like The Intercept and The Nation , before starting his own Substack, Social Studies , as well as working with Michael Shellenberger. He also has a new podcast with Lee Fang , Le Pod . Woodhouse and Razib discuss the broader issue of the necessity of order in cities, how important cities are to American economic dynamism, and how the problems of cities impact us all. One of Woodhouse’s beats has been crime and public disorder, and living in the Bay Area he has been unwitting witness to some of the most flagrant dysfunction of the current era. He outlines the culpability of the judicial system in the rise of petty crime and details organized crime’s opportunistic manipulation of the system. Razib inquires about the political elite’s role in fostering disorder, in particular the policies and views of the mayor of Oakland and the Alameda County district attorney. They address the rise of the movement against law and order on the West coast, its connection to social libertarianism, and how that differs from East-coast big city liberalism. Woodhouse believes that the West coast’s homelessness crisis emerges in particular from its unique political configuration accelerated by a judicial system that aids and abets social libertarianism that is operationally pro-crime. Finally, they discuss the possibility that the 2024 elections will throw out of office many of the mayors and district attorneys brought in in the last few years on a plan of social justice activism.…
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