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No one's built an interactive way to dig through the ~3k newly released Epstein-related emails—so we did! Here's a free, searchable DocETL-powered interface that lets journalists, researchers, and anyone else explore the material without wading through raw data dumps 🔎

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Shreya Shankar

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100,428 просмотров • 7 месяцев назад •via X (Twitter)

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DocETL is a system we’ve been building at Berkeley for the past two years to make large-scale unstructured data analysis reliable and efficient. It powers our broader stack—used by journalists, public defenders, and researchers—to extract, transform, and reason over messy documents with LLMs. As part of making the DocETL ecosystem easier to use, we’re introducing a natural language–to–pipeline generator! Our hosted version is free to use BUT we're collecting the data so we can build better tools.
2:03

DocETL is a system we’ve been building at Berkeley for the past two years to make large-scale unstructured data analysis reliable and efficient. It powers our broader stack—used by journalists, public defenders, and researchers—to extract, transform, and reason over messy documents with LLMs. As part of making the DocETL ecosystem easier to use, we’re introducing a natural language–to–pipeline generator! Our hosted version is free to use BUT we're collecting the data so we can build better tools.

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14,428 просмотров • 8 месяцев назад

We built a web app that lets you fly a spaceship through a 3D constellation of music - powered by our Lyria RealTime model. 🎶 Space DJ is an interactive visualization where every star represents a different music genre. As you explore, your path is translated into prompts for the API, creating a continuously evolving soundtrack. ↓
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We built a web app that lets you fly a spaceship through a 3D constellation of music - powered by our Lyria RealTime model. 🎶 Space DJ is an interactive visualization where every star represents a different music genre. As you explore, your path is translated into prompts for the API, creating a continuously evolving soundtrack. ↓

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280,261 просмотров • 8 месяцев назад

🚀 Exciting news! The GeoAI Python package just got a major upgrade. It now supports interactive geospatial data visualization powered by AI Agents. 🌍✨ GitHub: Full tutorial: 🌍 In this tutorial, you’ll learn how to build interactive maps powered by AI agents that respond to natural language queries. Watch how you can fly to any city, add raster or vector layers, visualize 3D buildings, and explore geospatial data—all without writing code. Perfect for developers, researchers, and anyone curious about AI, GIS, and interactive mapping. #geospatial #mapping #python #GeoAI #AI
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🚀 Exciting news! The GeoAI Python package just got a major upgrade. It now supports interactive geospatial data visualization powered by AI Agents. 🌍✨ GitHub: Full tutorial: 🌍 In this tutorial, you’ll learn how to build interactive maps powered by AI agents that respond to natural language queries. Watch how you can fly to any city, add raster or vector layers, visualize 3D buildings, and explore geospatial data—all without writing code. Perfect for developers, researchers, and anyone curious about AI, GIS, and interactive mapping. #geospatial #mapping #python #GeoAI #AI

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Newly released emails suggest that Trump may be in the Epstein Files?! An all-new episode drops tomorrow! #theweeklyshow #jonstewart #politics
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Newly released emails suggest that Trump may be in the Epstein Files?! An all-new episode drops tomorrow! #theweeklyshow #jonstewart #politics

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How it feels to be an early 30s CommuNoid cultural producer wading through the most recent tranche of Epstein Files:
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How it feels to be an early 30s CommuNoid cultural producer wading through the most recent tranche of Epstein Files:

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The newly released emails make it clear that Trump knew much more about Epstein. The American people hate a cover-up and just want transparency.
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The newly released emails make it clear that Trump knew much more about Epstein. The American people hate a cover-up and just want transparency.

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Luke Igle & Riley Walz built Jmail (a Gmail-style interface for Epstein's emails), plus JeffTube (videos), JFlights (flight logs), and Jamazon (Amazon orders) turning a chaotic data dump into something anyone can scroll through on their phone. They started after the House Oversight release, got friends involved, and now 150 million people worldwide have visited to search names and connect dots. The goal? A trusted, easy archive that anyone can search through. This is what real transparency looks like. Source: CNN
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Luke Igle & Riley Walz built Jmail (a Gmail-style interface for Epstein's emails), plus JeffTube (videos), JFlights (flight logs), and Jamazon (Amazon orders) turning a chaotic data dump into something anyone can scroll through on their phone. They started after the House Oversight release, got friends involved, and now 150 million people worldwide have visited to search names and connect dots. The goal? A trusted, easy archive that anyone can search through. This is what real transparency looks like. Source: CNN

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Anthropic released interactive apps for Claude. Interactive apps can respond with interactive UI Widgets to enable additional usecases. "MCP Apps is a new extension to MCP that lets any MCP server deliver an interactive interface within any supporting AI product"
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Phang: Remember, the Epstein Files Transparency Act gave a very, very limited window of an opportunity for the DOJ to redact or withhold. And it was primarily to protect the victims and survivors. And yet we know that the DOJ, either through its gross negligence or through an act of intentional intimidation, coercion, to create fear, released thousands of pages that had so many of the Epstein victims' and survivors' information contained in it.
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Phang: Remember, the Epstein Files Transparency Act gave a very, very limited window of an opportunity for the DOJ to redact or withhold. And it was primarily to protect the victims and survivors. And yet we know that the DOJ, either through its gross negligence or through an act of intentional intimidation, coercion, to create fear, released thousands of pages that had so many of the Epstein victims' and survivors' information contained in it.

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welcome to gigaverse, an epic onchain RPG built by GLHFers, powered by Proof of Play, launching soon on Abstract. explore, quest, collect, craft, and battle to earn your way through gigaverse. here's our first trailer, plus some more info and ways to get WL.
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Sky News read out some of the newly released emails between Jeffrey Epstein and Andrew Mountbatten-Windsor.
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Sky News read out some of the newly released emails between Jeffrey Epstein and Andrew Mountbatten-Windsor.

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Recognizing the CultDao community, we give you the new and improved #Interactive #CultDao headquarters in #Shibaverse! Explore CULT through an immersive 3D experience! Explore the inner sanctum, where the history, lore, and culture truly come to life.
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Megyn Kelly on the newly released Jeffrey Epstein emails: “I concede that they sound bad. They don’t sound good.”
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Megyn Kelly on the newly released Jeffrey Epstein emails: “I concede that they sound bad. They don’t sound good.”

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EPSTEIN BOMBSHELL: Newly released emails show Jeffrey Epstein told Ghislaine Maxwell that Donald Trump “spent hours at my house,” “knew about the girls,” and “that dog that hasn’t barked is trump.” Release The Epstein Files #TrumpEpsteinPedoFiles #EpsteinTrumpCoverUp
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EPSTEIN BOMBSHELL: Newly released emails show Jeffrey Epstein told Ghislaine Maxwell that Donald Trump “spent hours at my house,” “knew about the girls,” and “that dog that hasn’t barked is trump.” Release The Epstein Files #TrumpEpsteinPedoFiles #EpsteinTrumpCoverUp

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Someone had to make all the Epstein documents actually searchable. So I did.
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Someone had to make all the Epstein documents actually searchable. So I did.

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REACTION TO NEWLY RELEASED EPSTEIN EMAILS: 'The View' co-hosts weigh on House Democrats releasing a subpoenaed 2011 email exchange between Jeffery Epstein and Ghislaine Maxwell referencing Donald Trump.
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REACTION TO NEWLY RELEASED EPSTEIN EMAILS: 'The View' co-hosts weigh on House Democrats releasing a subpoenaed 2011 email exchange between Jeffery Epstein and Ghislaine Maxwell referencing Donald Trump.

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Today in nature, we report a spatial single-cell atlas of human cortical development, revealing surprisingly early specification of human cortical layers and areas. We built an interactive browser to explore the spatial data: Paper link below👇
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Today in nature, we report a spatial single-cell atlas of human cortical development, revealing surprisingly early specification of human cortical layers and areas. We built an interactive browser to explore the spatial data: Paper link below👇

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BREAKING: In Newly Released Epstein Emails, Richard Branson Asks Jeffrey Epstein To Bring His Sex 'Harem' To Their Future Meetings & Talks Up The Great Work That Bill Gates Is Doing With Epstein!
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BREAKING: In Newly Released Epstein Emails, Richard Branson Asks Jeffrey Epstein To Bring His Sex 'Harem' To Their Future Meetings & Talks Up The Great Work That Bill Gates Is Doing With Epstein!

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Pressure is mounting on the Justice Department to release more Epstein-related files after newly disclosed emails from the convicted sex offender. Mary Bruce reports.
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Pressure is mounting on the Justice Department to release more Epstein-related files after newly disclosed emails from the convicted sex offender. Mary Bruce reports.

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95,958 просмотров • 8 месяцев назад