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🗂️ History isn't just what institutions preserve. It's also what communities save. Too often, queer history only survives through personal collections, word of mouth, and people who recognize its value when no one else does. On the Future Knowledge podcast special series #VanishingCulture, Brooke Palmieri explores the community effort...

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If you don't know the words to search for, history can feel like it never existed. Finding and preserving queer history takes more than a catalog. It takes people willing to share knowledge and preserve what others overlook or reject. On the Future Knowledge podcast special series #VanishingCulture, Brooke Palmieri explores why preserving queer memory is a community project. 🎧 Listen & subscribe ⬇️
1:12

If you don't know the words to search for, history can feel like it never existed. Finding and preserving queer history takes more than a catalog. It takes people willing to share knowledge and preserve what others overlook or reject. On the Future Knowledge podcast special series #VanishingCulture, Brooke Palmieri explores why preserving queer memory is a community project. 🎧 Listen & subscribe ⬇️

Internet Archive

31,337 views • 26 days ago

🍲 A recipe isn’t the whole story of a cookbook. The crossed-out ingredients, grease stains, penciled-in adjustments, and clippings tucked between the pages… that’s the history we lose when culture becomes just another online commodity to be served up, edited, or erased. Katie Livingston explores what happens when our cultural record is left to platforms built to serve content instead of preserve history. Now on the Future Knowledge podcast special #VanishingCulture series. 🎧 Listen & subscribe ⬇️
1:29

🍲 A recipe isn’t the whole story of a cookbook. The crossed-out ingredients, grease stains, penciled-in adjustments, and clippings tucked between the pages… that’s the history we lose when culture becomes just another online commodity to be served up, edited, or erased. Katie Livingston explores what happens when our cultural record is left to platforms built to serve content instead of preserve history. Now on the Future Knowledge podcast special #VanishingCulture series. 🎧 Listen & subscribe ⬇️

Internet Archive

13,850 views • 1 month ago

💾 We often think of online platforms like YouTube and Flickr as permanent homes for our photos and videos. They're not. On the Future Knowledge podcast special series #VanishingCulture, Luca Messarra explains why relying on commercial platforms puts both our personal and shared cultural memory at risk. 🎧 Listen & subscribe ⬇️
1:29

💾 We often think of online platforms like YouTube and Flickr as permanent homes for our photos and videos. They're not. On the Future Knowledge podcast special series #VanishingCulture, Luca Messarra explains why relying on commercial platforms puts both our personal and shared cultural memory at risk. 🎧 Listen & subscribe ⬇️

Internet Archive

15,749 views • 1 month ago

Aruba’s digital heritage collection now holds nearly 180,000 items for a community of just 110,000 people. 📚🌎 That growing archive reflects the importance of preserving not only documents and records, but the language and cultural knowledge they carry. In A LANGUAGE WORTH SAVING, Peter Scholing of Biblioteca Nacional Aruba shares how Coleccion Aruba is building a digital home for Aruba’s history, memory, and identity. Hear Scholing’s conversation with host Vida Vojić in the Future Knowledge podcast special series #VanishingCulture, produced by Internet Archive & Authors Alliance. 🗂️ 🎧 Listen & subscribe:
0:34

Aruba’s digital heritage collection now holds nearly 180,000 items for a community of just 110,000 people. 📚🌎 That growing archive reflects the importance of preserving not only documents and records, but the language and cultural knowledge they carry. In A LANGUAGE WORTH SAVING, Peter Scholing of Biblioteca Nacional Aruba shares how Coleccion Aruba is building a digital home for Aruba’s history, memory, and identity. Hear Scholing’s conversation with host Vida Vojić in the Future Knowledge podcast special series #VanishingCulture, produced by Internet Archive & Authors Alliance. 🗂️ 🎧 Listen & subscribe:

Internet Archive

11,378 views • 10 days ago

📚 The cultures most at risk of vanishing are often those created and sustained by communities with the fewest resources. In WHAT WE'VE LEARNED, the final episode of the Future Knowledge #podcast special series #VanishingCulture, producer Alice Bridgwood reflects on a theme that surfaced again and again: handwritten cookbooks, homemade zines, and other everyday archives preserve histories that might otherwise be lost. 📝💛 🎧 Listen & subscribe wherever you get your podcasts: 🧵
1:21

📚 The cultures most at risk of vanishing are often those created and sustained by communities with the fewest resources. In WHAT WE'VE LEARNED, the final episode of the Future Knowledge #podcast special series #VanishingCulture, producer Alice Bridgwood reflects on a theme that surfaced again and again: handwritten cookbooks, homemade zines, and other everyday archives preserve histories that might otherwise be lost. 📝💛 🎧 Listen & subscribe wherever you get your podcasts: 🧵

Internet Archive

12,957 views • 8 days ago

📚 Digital preservation isn't just about the future. Sometimes it's what keeps education going in a crisis. When the pandemic closed schools and libraries, students studying Papiamento needed access to books for their exams. Peter Scholing shares how librarians, authors, and the Internet Archive made those texts available online in the Future Knowledge #podcast special series #VanishingCulture. 🎧 Listen & subscribe wherever you get your podcasts: Internet Archive
1:19

📚 Digital preservation isn't just about the future. Sometimes it's what keeps education going in a crisis. When the pandemic closed schools and libraries, students studying Papiamento needed access to books for their exams. Peter Scholing shares how librarians, authors, and the Internet Archive made those texts available online in the Future Knowledge #podcast special series #VanishingCulture. 🎧 Listen & subscribe wherever you get your podcasts: Internet Archive

Internet Archive

11,248 views • 15 days ago

📖 Some folktales are preserved almost word for word. 🗣️ Others adapt to the needs of the moment, helping communities make sense of the present. 🌍 In this episode of the Future Knowledge podcast special series #VanishingCulture, African folklore scholars Helen Nde & Laura Gibbs reflect on the many traditions of African storytelling and what they reveal about how culture is preserved. 🎧 Listen & subscribe wherever you get your podcasts ⤵️ Helen Nde
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📖 Some folktales are preserved almost word for word. 🗣️ Others adapt to the needs of the moment, helping communities make sense of the present. 🌍 In this episode of the Future Knowledge podcast special series #VanishingCulture, African folklore scholars Helen Nde & Laura Gibbs reflect on the many traditions of African storytelling and what they reveal about how culture is preserved. 🎧 Listen & subscribe wherever you get your podcasts ⤵️ Helen Nde

Internet Archive

14,004 views • 22 days ago

🗣️ Folklore evolves over time. That's part of its power. But understanding how stories change also depends on preserving the record. 🌍 In this episode of the Future Knowledge podcast special series Vanishing Culture, African folklore scholars Helen Nde & Laura Gibbs discuss why repositories like the Internet Archive help people trace how stories, myths, and cultural ideas have been interpreted across generations. 🎧 Listen & subscribe wherever you get your podcasts ⤵️ Helen Nde
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🗣️ Folklore evolves over time. That's part of its power. But understanding how stories change also depends on preserving the record. 🌍 In this episode of the Future Knowledge podcast special series Vanishing Culture, African folklore scholars Helen Nde & Laura Gibbs discuss why repositories like the Internet Archive help people trace how stories, myths, and cultural ideas have been interpreted across generations. 🎧 Listen & subscribe wherever you get your podcasts ⤵️ Helen Nde

Internet Archive

15,508 views • 19 days ago

Stanford just put a $200,000 education on YouTube for free and most people scrolled past it. Professor Chad Jones gave you 1 hour of economic data that most people will only understand when it's too late. Economist at Stanford GSB, the man who studies what happens after the biggest technological shifts in history. No tuition, no campus, no $200,000 debt, just 1 hour and a YouTube link. Electricity changed the world, the internet changed the world, he just explained why AI does both at the same time. The article below is the 25 prompts that turn everything he described into your advantage.
1:00:30

Stanford just put a $200,000 education on YouTube for free and most people scrolled past it. Professor Chad Jones gave you 1 hour of economic data that most people will only understand when it's too late. Economist at Stanford GSB, the man who studies what happens after the biggest technological shifts in history. No tuition, no campus, no $200,000 debt, just 1 hour and a YouTube link. Electricity changed the world, the internet changed the world, he just explained why AI does both at the same time. The article below is the 25 prompts that turn everything he described into your advantage.

Defileo🔮

830,999 views • 2 months ago

WHY THE NEW GENERATION RAP FANS HATE THE JAY Z FREESTYLE.. 1.) ITS NO BEAT 2.) IT’S TOO MANY WORDS 3.) THEY DON’T HAVE ENOUGH KNOWLEDGE ON THE HISTORY OF RAP TO UNDERSTAND NODS TO PUBLIC ENEMYS “911 IS A JOKE” 4.) ITS NO HOOK 5.) ITS NO AUTO TUNE OR HARMONIZING 6.) HE HAS NO JEWELRY OR DESIGNER CLOTHES ON See today’s casual rap fan does not really understand REAL HIP HOP They know HIP-POP a commercialized version of it That does not deal with knowledge And information through a lot of words from a rapper that make sense They are trained to listen to the beat Or the hook Or the autotune singing Or look at the outfit or the jewelry And since JAY Z WENT BACK TO THE ESSENCE OF WHAT THE ACTUAL ONLY SKILL ELEMENT OF HIP HOP IS “THE LYRICISM” Majority of the fans do not know what they are looking at Or even have the knowledge on how to listen to hip hop correctly enough to judge it properly
3:23

WHY THE NEW GENERATION RAP FANS HATE THE JAY Z FREESTYLE.. 1.) ITS NO BEAT 2.) IT’S TOO MANY WORDS 3.) THEY DON’T HAVE ENOUGH KNOWLEDGE ON THE HISTORY OF RAP TO UNDERSTAND NODS TO PUBLIC ENEMYS “911 IS A JOKE” 4.) ITS NO HOOK 5.) ITS NO AUTO TUNE OR HARMONIZING 6.) HE HAS NO JEWELRY OR DESIGNER CLOTHES ON See today’s casual rap fan does not really understand REAL HIP HOP They know HIP-POP a commercialized version of it That does not deal with knowledge And information through a lot of words from a rapper that make sense They are trained to listen to the beat Or the hook Or the autotune singing Or look at the outfit or the jewelry And since JAY Z WENT BACK TO THE ESSENCE OF WHAT THE ACTUAL ONLY SKILL ELEMENT OF HIP HOP IS “THE LYRICISM” Majority of the fans do not know what they are looking at Or even have the knowledge on how to listen to hip hop correctly enough to judge it properly

MASTER STUDENT🤲🏾

75,919 views • 2 months ago

U.N. official wants to decolonize AI and train new models with third-world "systems of knowledge" Deputy Secretary-General Amina J. Mohammed of Nigeria: "Colonial conquest brought catastrophe and genocide, in many cases on a continental scale. Entire communities were destroyed. Indigenous people were driven far from their lands. The assault was also on memory itself. Languages were suppressed. Knowledge gained through millennia of civilization, including in the Mayan codices, was deliberately put to the flame. Many traditions rooted in land and community and memory were lost." "These are living traditions carrying a wisdom that can help the region shape technological change in its own image towards its own vision of a good life, to pursue development on its own terms. And that starts with ensuring the people of this region can see themselves in the technology. More than 800 indigenous peoples live here, representing 60 million people. Many of their languages and systems of knowledge are sustained through oral traditions when AI systems are trained largely on written material that has been gathered elsewhere. That knowledge can be distorted or made invisible. Right now, Chile's National Center for Artificial Intelligence and 30 partner institutions are developing a LatAm GPT, an open-source model trained on regional data. Its first version is in Spanish and Portuguese, but researchers are also developing tools for other languages -- with the consent of the indigenous communities concerned. And that is what an inclusive reset can look like. Technology built with a fuller account of the people that it is meant to serve."
2:19

U.N. official wants to decolonize AI and train new models with third-world "systems of knowledge" Deputy Secretary-General Amina J. Mohammed of Nigeria: "Colonial conquest brought catastrophe and genocide, in many cases on a continental scale. Entire communities were destroyed. Indigenous people were driven far from their lands. The assault was also on memory itself. Languages were suppressed. Knowledge gained through millennia of civilization, including in the Mayan codices, was deliberately put to the flame. Many traditions rooted in land and community and memory were lost." "These are living traditions carrying a wisdom that can help the region shape technological change in its own image towards its own vision of a good life, to pursue development on its own terms. And that starts with ensuring the people of this region can see themselves in the technology. More than 800 indigenous peoples live here, representing 60 million people. Many of their languages and systems of knowledge are sustained through oral traditions when AI systems are trained largely on written material that has been gathered elsewhere. That knowledge can be distorted or made invisible. Right now, Chile's National Center for Artificial Intelligence and 30 partner institutions are developing a LatAm GPT, an open-source model trained on regional data. Its first version is in Spanish and Portuguese, but researchers are also developing tools for other languages -- with the consent of the indigenous communities concerned. And that is what an inclusive reset can look like. Technology built with a fuller account of the people that it is meant to serve."

Breitbart News

45,032 views • 15 days ago

There's a physics lecture with over a million views' worth of value and almost no views. No slides. No notes. Just a green chalkboard and a man who clearly doesn't need one. The professor is V. Balakrishnan, IIT Madras. The course is Classical Physics, recorded for NPTEL — India's free national lecture archive — and quietly sitting on YouTube since 2009. What makes lecture one worth your time isn't production value. It's the opposite. It's a full subject held in one person's head, delivered in order, with nothing between him and the material. He opens with the actual boundary of the field: what classical mechanics can explain, and the precise point where it hands off to quantum theory. No hedging, no filler — every sentence finished before the next one starts. A friend who works in physics told me he went through the entire series and ranks it above courses he paid thousands of dollars for. It's been online for 17 years. Low resolution, zero marketing, still one of the best physics courses on the internet. Sometimes the best teaching in the world was never behind a paywall — it just wasn't in English-language algorithms' way of finding it.
48:48

There's a physics lecture with over a million views' worth of value and almost no views. No slides. No notes. Just a green chalkboard and a man who clearly doesn't need one. The professor is V. Balakrishnan, IIT Madras. The course is Classical Physics, recorded for NPTEL — India's free national lecture archive — and quietly sitting on YouTube since 2009. What makes lecture one worth your time isn't production value. It's the opposite. It's a full subject held in one person's head, delivered in order, with nothing between him and the material. He opens with the actual boundary of the field: what classical mechanics can explain, and the precise point where it hands off to quantum theory. No hedging, no filler — every sentence finished before the next one starts. A friend who works in physics told me he went through the entire series and ranks it above courses he paid thousands of dollars for. It's been online for 17 years. Low resolution, zero marketing, still one of the best physics courses on the internet. Sometimes the best teaching in the world was never behind a paywall — it just wasn't in English-language algorithms' way of finding it.

Nainsi Dwivedi

12,346 views • 17 days ago

SpaceX just agreed to buy Cursor for $60 billion. Everyone is talking about the product, the models, the valuation. I’m interested in the human side of this AI story. Who built the team behind one of the fastest-growing software companies in history, and how do they think about talent at the frontier of AI? For the first episode of my new podcast, Below the Surface, I sat down with Adam Ward, Cursor 's Head of Talent, to find out. Before Cursor, Adam helped scale Facebook through its IPO, ran global recruiting at Pinterest from 200 to 2000+ people, and built Growth by Design Talent, the advisory firm behind OpenAI, Anthropic, Stripe, Notion, and Figma … until Cursor acquired it last year. We talked about what hiring looks like when the market is moving this fast, how Cursor does it differently, and what it actually takes to build a high-performance team right now. One of my biggest takeaways: the companies that win in AI won’t just have better models. They’ll have better systems for finding, assessing, and enabling exceptional people. Watch the full episode here: Or subscribe wherever you get podcasts: 🎧 🎤
0:53

SpaceX just agreed to buy Cursor for $60 billion. Everyone is talking about the product, the models, the valuation. I’m interested in the human side of this AI story. Who built the team behind one of the fastest-growing software companies in history, and how do they think about talent at the frontier of AI? For the first episode of my new podcast, Below the Surface, I sat down with Adam Ward, Cursor 's Head of Talent, to find out. Before Cursor, Adam helped scale Facebook through its IPO, ran global recruiting at Pinterest from 200 to 2000+ people, and built Growth by Design Talent, the advisory firm behind OpenAI, Anthropic, Stripe, Notion, and Figma … until Cursor acquired it last year. We talked about what hiring looks like when the market is moving this fast, how Cursor does it differently, and what it actually takes to build a high-performance team right now. One of my biggest takeaways: the companies that win in AI won’t just have better models. They’ll have better systems for finding, assessing, and enabling exceptional people. Watch the full episode here: Or subscribe wherever you get podcasts: 🎧 🎤

Joelle Emerson

25,542 views • 1 month ago

Queer theorist Judith Butler attempts a response to Matt Walsh's "What Is a Woman?" and it's just "You're angry and you hate Socrates" "I can't help noting that the people who pound the table like, 'It's a simple fact, we should have a simple answer.' They're angry. They're insistent. They're frustrated. I mean, just look at what the emotional aura is of that claim. 'We need a simple truth.' And like, whoa, why are we so angry about that?" "I ask the same question. What is a woman? Freud asked the question: what does a woman want? But you could also say, what is a woman? My own sensibilities say it's a great question, but it's wondrous. It's wonderful. Let's keep that question open, because you know what? There are going to be a lot of different ways of answering and will give us access to human complexity. And then we'll know more about the world and we'll be able to affirm the human in its complexity rather than putting it into fixed boxes and smashing in those nails. So for me, 'What is a woman' is a great question, but I would just keep it open." "This is a movement that seeks to control knowledge, to suppress knowledge, to stop us from questioning -- even to attack Socrates, who taught us the absolute importance of open inquiry." "The anti-gender ideology movement is an attack on knowledge and an attack on open inquiry."
4:35

Queer theorist Judith Butler attempts a response to Matt Walsh's "What Is a Woman?" and it's just "You're angry and you hate Socrates" "I can't help noting that the people who pound the table like, 'It's a simple fact, we should have a simple answer.' They're angry. They're insistent. They're frustrated. I mean, just look at what the emotional aura is of that claim. 'We need a simple truth.' And like, whoa, why are we so angry about that?" "I ask the same question. What is a woman? Freud asked the question: what does a woman want? But you could also say, what is a woman? My own sensibilities say it's a great question, but it's wondrous. It's wonderful. Let's keep that question open, because you know what? There are going to be a lot of different ways of answering and will give us access to human complexity. And then we'll know more about the world and we'll be able to affirm the human in its complexity rather than putting it into fixed boxes and smashing in those nails. So for me, 'What is a woman' is a great question, but I would just keep it open." "This is a movement that seeks to control knowledge, to suppress knowledge, to stop us from questioning -- even to attack Socrates, who taught us the absolute importance of open inquiry." "The anti-gender ideology movement is an attack on knowledge and an attack on open inquiry."

Breitbart News

221,924 views • 1 month ago

Every person living in a western nation needs to listen to every word of this Katherine Berbalsingh went to the University of Oxford and is Headmaster at Michaela Community School in London, UK She PERFECTLY explains the mass indoctrination into the narrative of oppressor and oppressed, and of hating White People I will write only some of this out because it’s very important, however you should listen to it so you can hear the passion: “The culture shift comes from what children learn at school and online. Ask any young person what history they learned at school, and they’ll tell you, Hitler. Ask them what else? Slavery. Ask them what else? American civil rights. In fact, what little they know of history will be all about Black and brown people fighting for equality against the white man, women fighting men for the vote, gay and trans people fighting for various rights. Our young people have been taught that history is simply one long story about various groups struggling under the oppressive dead white man. — History is taught through an oppressor lens. The triangular slave trade, white men held the power. What about Britain ending the slave trade? More than a quick mention, if at all? Mm, no. What of the Arab slave trade that lasted 3 times as long as the triangular slave trade? Mm, no. Okay, so GCSE history in Britain is often taught as migration through time, so the idea that Britain has always been a land of immigrants is embedded in our children’s heads. Most schools would prefer to concentrate learning about the tiny number of Black people who existed in Tudor England over a thorough analysis of England’s break from Rome. — Not to mention weeks on King Mansa Musa of Mali because he was a Black Muslim. His bearing on British institutions, laws, and faith is nonexistent. And the fact that he is said to have been the richest man in history, thanks in part to his massive slave-owning society, is a detail somehow that teachers rarely ever teach. But it isn’t just our schools. It’s our general culture too. Take your kids to a museum or an art gallery in any Western country, and you’ll find the same narrative. As an example, when learning about aviation in London’s Science Museum and the extraordinary feat that is man making massive machines move in the sky, a write-up on the wall explains that women and Black people were historically barred from aviation schools and the military. Similarly, James Watt, the man who invented the steam engine and is considered the founder of the Industrial Revolution, has a write-up on the wall explaining that his early career involved slave trafficking, with a bonus analysis of the whole of Britain’s complicity in the slave trade. They flatten the entire human story and all of its complexities into the narrative of oppressor and oppressed, leaving young people unable to see the world in any other terms.” We have to end the mass indoctrination
5:06

Every person living in a western nation needs to listen to every word of this Katherine Berbalsingh went to the University of Oxford and is Headmaster at Michaela Community School in London, UK She PERFECTLY explains the mass indoctrination into the narrative of oppressor and oppressed, and of hating White People I will write only some of this out because it’s very important, however you should listen to it so you can hear the passion: “The culture shift comes from what children learn at school and online. Ask any young person what history they learned at school, and they’ll tell you, Hitler. Ask them what else? Slavery. Ask them what else? American civil rights. In fact, what little they know of history will be all about Black and brown people fighting for equality against the white man, women fighting men for the vote, gay and trans people fighting for various rights. Our young people have been taught that history is simply one long story about various groups struggling under the oppressive dead white man. — History is taught through an oppressor lens. The triangular slave trade, white men held the power. What about Britain ending the slave trade? More than a quick mention, if at all? Mm, no. What of the Arab slave trade that lasted 3 times as long as the triangular slave trade? Mm, no. Okay, so GCSE history in Britain is often taught as migration through time, so the idea that Britain has always been a land of immigrants is embedded in our children’s heads. Most schools would prefer to concentrate learning about the tiny number of Black people who existed in Tudor England over a thorough analysis of England’s break from Rome. — Not to mention weeks on King Mansa Musa of Mali because he was a Black Muslim. His bearing on British institutions, laws, and faith is nonexistent. And the fact that he is said to have been the richest man in history, thanks in part to his massive slave-owning society, is a detail somehow that teachers rarely ever teach. But it isn’t just our schools. It’s our general culture too. Take your kids to a museum or an art gallery in any Western country, and you’ll find the same narrative. As an example, when learning about aviation in London’s Science Museum and the extraordinary feat that is man making massive machines move in the sky, a write-up on the wall explains that women and Black people were historically barred from aviation schools and the military. Similarly, James Watt, the man who invented the steam engine and is considered the founder of the Industrial Revolution, has a write-up on the wall explaining that his early career involved slave trafficking, with a bonus analysis of the whole of Britain’s complicity in the slave trade. They flatten the entire human story and all of its complexities into the narrative of oppressor and oppressed, leaving young people unable to see the world in any other terms.” We have to end the mass indoctrination

Wall Street Apes

2,197,111 views • 26 days ago

MICROSOFT TRIED TO BUY IT. HARVARD AND THREE US UNIVERSITIES RELEASED IT FOR FREE a team from Harvard, Michigan State, Minnesota, and Georgia ran the first hard study on how agent memory behaves over time. the finding is uncomfortab they call it the "experience-following property": when a new task looks like a memory the agent pulls up, its answer copies that memory's answer almost 1:1 (correlation up to 0.95). the agent isn't reasoning - it's imitating that breaks in two ways: > error propagation - one wrong memory repeats on every similar task after it > misaligned replay - "successful" past runs turn out low-value or misleading when reused so "just add more memory" quietly makes agents worse. what fixed it: > store only high-quality experiences, not everything > use future task outcomes as free labels to delete low-value memories > pair selective adding with utility-based deletion the payoff: ~10% absolute accuracy gains, a cleaner memory bank, and agents stable under distribution shift no company owns this. they dropped the whole thing open-source, for free bookmark this. the next edge in AI agents isn't more memory - it's cleaner memory
0:23

MICROSOFT TRIED TO BUY IT. HARVARD AND THREE US UNIVERSITIES RELEASED IT FOR FREE a team from Harvard, Michigan State, Minnesota, and Georgia ran the first hard study on how agent memory behaves over time. the finding is uncomfortab they call it the "experience-following property": when a new task looks like a memory the agent pulls up, its answer copies that memory's answer almost 1:1 (correlation up to 0.95). the agent isn't reasoning - it's imitating that breaks in two ways: > error propagation - one wrong memory repeats on every similar task after it > misaligned replay - "successful" past runs turn out low-value or misleading when reused so "just add more memory" quietly makes agents worse. what fixed it: > store only high-quality experiences, not everything > use future task outcomes as free labels to delete low-value memories > pair selective adding with utility-based deletion the payoff: ~10% absolute accuracy gains, a cleaner memory bank, and agents stable under distribution shift no company owns this. they dropped the whole thing open-source, for free bookmark this. the next edge in AI agents isn't more memory - it's cleaner memory

NO1ennn

26,996 views • 3 days ago

THIS IS MODERN DAY SLAVERY Watch Episode 82: When most people hear the word “slavery,” they think of something from history. But according to anti-trafficking advocate Jacquelyn Aluotto, slavery is alive and thriving today. Jackie describes the horrific reality many trafficking victims face: being sexually exploited repeatedly, forced to meet financial quotas for their traffickers, controlled in every aspect of their lives, and stripped of even the most basic freedoms. She explains how victims are often told when they can eat, where they can go, and what they can do—living under constant coercion and abuse. The conversation also highlights the staggering scale of the crisis, with human trafficking generating an estimated $526 billion globally. Jackie challenges viewers to recognize the reality behind the statistics and understand that modern-day slavery is happening in communities across the world. In this episode of Going Rogue with Lara Logan, Jackie shares firsthand insights from decades of investigating and combating child exploitation. The conversation explores how trafficking networks operate, the vulnerabilities within foster care systems, the role of technology in facilitating abuse, and why stronger accountability is needed across institutions. Together, Lara and Jackie examine the realities behind modern-day slavery and discuss practical steps communities can take to protect children and support survivors. Follow No Trafficking Zones: No Trafficking Zone (NTZ) Going Rogue with Lara Logan #LaraLogan #HumanTrafficking #NoTraffickingZones #ModernDaySlavery #ProtectChildren
1:10

THIS IS MODERN DAY SLAVERY Watch Episode 82: When most people hear the word “slavery,” they think of something from history. But according to anti-trafficking advocate Jacquelyn Aluotto, slavery is alive and thriving today. Jackie describes the horrific reality many trafficking victims face: being sexually exploited repeatedly, forced to meet financial quotas for their traffickers, controlled in every aspect of their lives, and stripped of even the most basic freedoms. She explains how victims are often told when they can eat, where they can go, and what they can do—living under constant coercion and abuse. The conversation also highlights the staggering scale of the crisis, with human trafficking generating an estimated $526 billion globally. Jackie challenges viewers to recognize the reality behind the statistics and understand that modern-day slavery is happening in communities across the world. In this episode of Going Rogue with Lara Logan, Jackie shares firsthand insights from decades of investigating and combating child exploitation. The conversation explores how trafficking networks operate, the vulnerabilities within foster care systems, the role of technology in facilitating abuse, and why stronger accountability is needed across institutions. Together, Lara and Jackie examine the realities behind modern-day slavery and discuss practical steps communities can take to protect children and support survivors. Follow No Trafficking Zones: No Trafficking Zone (NTZ) Going Rogue with Lara Logan #LaraLogan #HumanTrafficking #NoTraffickingZones #ModernDaySlavery #ProtectChildren

Lara Logan

21,736 views • 2 months ago

What Is It About the Jews That Drives Them Crazy ? ✡️ The world looks at Israel and fails to understand. A tiny nation, surrounded by enemies, stripped of natural resources, and condemned by global institutions and yet, it thrives like there is no tomorrow. As Alistair Heath, editor of the Sunday Telegraph, profoundly observes: the world’s discomfort isn't about what Israel does, it’s about what Israel is. They witness our uncapturable willpower turning deserts into blooming fields, intercepting missiles in mid-air, and rescuing our brothers from the clutches of brutal regimes. When people encounter a power they cannot explain through simple arithmetic, they call it a "fraud" or a "conspiracy". They find it easier to slander a miracle than to admit that the Jewish people are a testimony to something eternal. They see a nation that was supposed to disappear 2,000 years ago return home, revive its language, and rebuild its spirit from the ashes. This isn't just politics; it’s biblical. We are the living proof that history isn't random and that evil never has the last word. While they rage at our survival, we will continue to build, to protect, and to win. Because when your roots are planted in eternity, no storm can shake you. Am Yisrael Chai! 🇮🇱
3:29

What Is It About the Jews That Drives Them Crazy ? ✡️ The world looks at Israel and fails to understand. A tiny nation, surrounded by enemies, stripped of natural resources, and condemned by global institutions and yet, it thrives like there is no tomorrow. As Alistair Heath, editor of the Sunday Telegraph, profoundly observes: the world’s discomfort isn't about what Israel does, it’s about what Israel is. They witness our uncapturable willpower turning deserts into blooming fields, intercepting missiles in mid-air, and rescuing our brothers from the clutches of brutal regimes. When people encounter a power they cannot explain through simple arithmetic, they call it a "fraud" or a "conspiracy". They find it easier to slander a miracle than to admit that the Jewish people are a testimony to something eternal. They see a nation that was supposed to disappear 2,000 years ago return home, revive its language, and rebuild its spirit from the ashes. This isn't just politics; it’s biblical. We are the living proof that history isn't random and that evil never has the last word. While they rage at our survival, we will continue to build, to protect, and to win. Because when your roots are planted in eternity, no storm can shake you. Am Yisrael Chai! 🇮🇱

סקיצה מזרחית

36,676 views • 5 months ago

Calling for the cancellation of Ojude Oba because of Nigeria’s current security challenges may sound reasonable at first, but it overlooks what the festival truly represents to the Ijebu people. Ojude Oba is not just a celebration; it is a cultural institution that has endured since the late 19th century through colonial rule, political crises, economic hardship, and periods of national instability. For generations, the festival has served as a symbol of unity, identity, and continuity for the Ijebu people. To continue celebrating it in difficult times is not an act of insensitivity, but an expression of resilience. Communities do not preserve culture only when life is perfect; often, culture is what helps people endure hardship and maintain hope in uncertain times. Acknowledging insecurity and mourning victims of violence should happen alongside preserving traditions that strengthen social bonds. If every cultural gathering were suspended because of national challenges, many important expressions of identity and heritage would disappear. Ojude Oba’s continuity sends a message that fear and instability will not erase a people’s history, pride, and communal spirit.
0:44

Calling for the cancellation of Ojude Oba because of Nigeria’s current security challenges may sound reasonable at first, but it overlooks what the festival truly represents to the Ijebu people. Ojude Oba is not just a celebration; it is a cultural institution that has endured since the late 19th century through colonial rule, political crises, economic hardship, and periods of national instability. For generations, the festival has served as a symbol of unity, identity, and continuity for the Ijebu people. To continue celebrating it in difficult times is not an act of insensitivity, but an expression of resilience. Communities do not preserve culture only when life is perfect; often, culture is what helps people endure hardship and maintain hope in uncertain times. Acknowledging insecurity and mourning victims of violence should happen alongside preserving traditions that strengthen social bonds. If every cultural gathering were suspended because of national challenges, many important expressions of identity and heritage would disappear. Ojude Oba’s continuity sends a message that fear and instability will not erase a people’s history, pride, and communal spirit.

L. A☀

17,683 views • 2 months ago

Today is Umika's birthday! Open her mouth and out comes festival talk: which festival happens where and when, what its origins are, what kind of goods they'll be selling. All of it, unprompted. Sometimes you have to gently remind her that silence is golden, too. Maybe it's growing up in the countryside, but no one loves that moment more than she does, the one where people gather, the lights come on, and everything gets loud and lively. The real reason she loves festivals is that crowd, that "everyone together" feeling, and somewhere deep down, she knows it better than anyone. So today, don't cut her endless festival talk short. Listen all the way to the end. After all, today, Umika is the guest of honor. #BlueArchive
0:20

Today is Umika's birthday! Open her mouth and out comes festival talk: which festival happens where and when, what its origins are, what kind of goods they'll be selling. All of it, unprompted. Sometimes you have to gently remind her that silence is golden, too. Maybe it's growing up in the countryside, but no one loves that moment more than she does, the one where people gather, the lights come on, and everything gets loud and lively. The real reason she loves festivals is that crowd, that "everyone together" feeling, and somewhere deep down, she knows it better than anyone. So today, don't cut her endless festival talk short. Listen all the way to the end. After all, today, Umika is the guest of honor. #BlueArchive

BlueArchive

44,519 views • 1 month ago