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Graph clustering merges similar items into groups to better understand relationships in data. Today, read about our recent works, including key techniques that enabled us to scale a high-quality algorithm that can cluster trillion-edge graphs. Read more →

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All of Us has significantly expanded our data to now include nearly a quarter million whole genome sequences! Researchers can use this data to make scientific discoveries that can lead to a healthier future for everyone. Read the announcement #JoinAllofUs
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All of Us has significantly expanded our data to now include nearly a quarter million whole genome sequences! Researchers can use this data to make scientific discoveries that can lead to a healthier future for everyone. Read the announcement #JoinAllofUs

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Finally! A RAG over code solution that actually works (open-source). Naive chunking used in RAG isn't suited for code. This is because codebases have long-range dependencies, cross-file references, etc., that independent text chunks just can't capture. Graph-Code is a graph-driven RAG system that solves this. It analyzes the Python codebase and builds knowledge graphs to enable natural language querying. Key features: - Deep code parsing to extract classes, functions, and relationships. - Uses Memgraph to store the codebase as a graph. - Parses pyproject to understand external dependencies. - Retrieves actual source code snippets for found functions. Find the repo in the replies!

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🌟 Explore an amazing project that brings cultural landmarks to life through an AI-powered digital layer! We have supported our friends from SmartRDI, a cutting-edge R&D spin-off from Universitatea POLITEHNICA din București, on their journey to reimagine heritage in a whole new way, based on federated learning, edge computing and beyond 5G networks as a part of the TrialsNet Project project. 💪 As always, our amazing community played a key role in AI training, by solving over 6,000 data labeling tasks that helped this innovative solution! 🎥 Watch the demo & read more about this case study in our newest blog post:

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For Ghost Of Yōtei we rebuilt our frame to use a more general dynamic resolution algorithm, with upsampling, partly so we could take advantage of PSSR. PSSR works very well for us with only a few tweaks, including running conservative rasterization for small particles. By comparison, our standard upsampling algorithm requires significantly more hinting and authoring help to achieve good results. Here’s a side-by-side look. If you zoom in very close (16x before gif compression), you can see that PSSR does a better job reconstructing fine details on architecture and foliage. It is also more stable under motion.

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📣Today we’re thrilled to announce that Helium Mobile is a Proud Partner of the USC Trojans! As part of our USC_Athletics partnership, students, alumni, and fans can learn about our phone plan and people-powered networks at games🏈🏀. Read the news:

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Mike Huckabee, the US ambassador to Israel: "Any idea [Hamas] can stay in Gaza would be like saying that the Nazis could continue to stay in Germany after WW2 & have a role in the future of Germany" Huckabee should read a book about West Germany. And then a book about NATO.
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Mike Huckabee, the US ambassador to Israel: "Any idea [Hamas] can stay in Gaza would be like saying that the Nazis could continue to stay in Germany after WW2 & have a role in the future of Germany" Huckabee should read a book about West Germany. And then a book about NATO.

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For 41 years, to find shortest paths in a graph, the Dijkstra’s algorithm, was seen as the best possible way. Not any longer: Now a team from Tsinghua University has beaten it. They created the first faster algorithm for directed shortest paths since 1984. • Faster than Dijkstra on large sparse graphs • Works with real, non-negative edge weights • Proves that sorting is not the main bottleneck anymore Shortest-path algorithms power maps, GPS, logistics, networking, and robotics. This result shows that even the most “finished” algorithms can still be improved. Thanks for sharing, Md Ismail Šojal 🕷️! 📍 Paper: —— Weekly robotics and AI insights. Subscribe free:

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We are hiring FT SW/ML and Mechanical roles at Human Computer Lab Robots aren't just for laundry and dishes in homes. LeLamp has a unique constraint today: it doesn't move through space or manipulate objects. That limitation pushes us to think deeply about how LeLamp can understand human intent and translate it into trajectories that make it feel alive. This makes us singularly focused on defining a new benchmark for interacting with technology — one that feels joyful and makes us more aware of our relationship to it.

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Wait... 11 spores follow me now?? 😳 That means I'm going to do to something special for you like I promised! 🍄💕 So that we can learn more about each other, I'm going to do a (rare!) Q&A livestream!! I'll announce the date + time in a few days, but read below to submit a Q~

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Help us make Pathfinder even better! The more we talk to our community, the more it validates our belief. Everyone’s favorite shapes are unique, even when they look similar, size makes all the difference! But we want to understand more and to further the science of shape. Our Discord data shows that Xtra Claw, Right Hand, and Wave shapes are among the most popular. Now we want to reach out to mroe people and hear from you! Like ❤️ / Retweet 🔁 this post and complete the survey📋. In one week, we’ll pick a winner 🎁 to be the very first to receive our secret gift box! 🎉

Orbital

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Want to give your child a leg up in kindergarten? Expose them to a million extra words. It’s easier than it sounds. I wrote recently about the vocabulary building power of reading aloud to your child. Books expose children to new worlds through their storytelling - and with those new worlds come new WORDS. Words that you may not have had occasion to use otherwise. Reading develops this vocabulary quality in part through vocabulary quantity. A recent study from Ohio State University suggests that children who are read five books a day from infancy will be exposed to 1.4 million more words by kindergarten than those who lack this advantage. If five books seems like a lot, rest assured that there’s advantage to any reading at all. Children read a single book a day will benefit to the tune of 290,000 more words. A rich vocabulary lends itself to explosive reading growth when the time comes. That’s because you can’t truly decode words you don’t know. So read, read, read with your little one. You’ll be amazed by the return on investment. This adorable little book worm was shared to IG by pitterpatterpals_.
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Want to give your child a leg up in kindergarten? Expose them to a million extra words. It’s easier than it sounds. I wrote recently about the vocabulary building power of reading aloud to your child. Books expose children to new worlds through their storytelling - and with those new worlds come new WORDS. Words that you may not have had occasion to use otherwise. Reading develops this vocabulary quality in part through vocabulary quantity. A recent study from Ohio State University suggests that children who are read five books a day from infancy will be exposed to 1.4 million more words by kindergarten than those who lack this advantage. If five books seems like a lot, rest assured that there’s advantage to any reading at all. Children read a single book a day will benefit to the tune of 290,000 more words. A rich vocabulary lends itself to explosive reading growth when the time comes. That’s because you can’t truly decode words you don’t know. So read, read, read with your little one. You’ll be amazed by the return on investment. This adorable little book worm was shared to IG by pitterpatterpals_.

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306,400 görüntüleme • 2 yıl önce

Want to give your child a leg up in kindergarten (and life)? Expose them to a million extra words. It’s easier than it sounds. I wrote recently about the vocabulary building power of reading aloud to your child. Books expose children to new worlds through their storytelling - and with those new worlds come new WORDS. Words that you may not have had occasion to use otherwise. Reading develops this vocabulary quality in part through vocabulary quantity. A recent study from Ohio State University suggests that children who are read five books a day from infancy will be exposed to 1.4 million more words by kindergarten than those who lack this advantage. If five books seems like a lot, rest assured that there’s advantage to any reading at all. Children read a single book a day will benefit to the tune of 290,000 more words. A rich vocabulary lends itself to explosive reading growth when the time comes. That’s because you can’t truly decode words you don’t know. So read, read, read with your little one. You’ll be amazed by the return on investment. This adorable little book worm was shared to IG by pitterpatterpals_.
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Want to give your child a leg up in kindergarten (and life)? Expose them to a million extra words. It’s easier than it sounds. I wrote recently about the vocabulary building power of reading aloud to your child. Books expose children to new worlds through their storytelling - and with those new worlds come new WORDS. Words that you may not have had occasion to use otherwise. Reading develops this vocabulary quality in part through vocabulary quantity. A recent study from Ohio State University suggests that children who are read five books a day from infancy will be exposed to 1.4 million more words by kindergarten than those who lack this advantage. If five books seems like a lot, rest assured that there’s advantage to any reading at all. Children read a single book a day will benefit to the tune of 290,000 more words. A rich vocabulary lends itself to explosive reading growth when the time comes. That’s because you can’t truly decode words you don’t know. So read, read, read with your little one. You’ll be amazed by the return on investment. This adorable little book worm was shared to IG by pitterpatterpals_.

Dan Wuori

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A culture that stops reading its greatest books soon forgets how to ask its greatest questions. Culture Explorer is built around four convictions: beauty shapes what we admire, faith addresses life’s highest questions, reason tests every claim, and tradition preserves the knowledge of generations. These convictions guide some of the most popular essays in the newsletter: 1. How to Read a Book A practical guide to reading with greater attention, understanding, and judgment. 2. 12 Biographies That Everyone Should Read Once Twelve lives that reveal how individuals can alter the course of history. 3. 12 Must-Read Books from Eastern Literature An introduction to the major works that shaped civilizations across Asia and the Middle East. 4. 10 Ancient Books Every Student Should Read Before High School Ends Older wisdom that addresses discipline, character, purpose, and mortality with unusual seriousness. 5. 12 Books That Shape the Western Canon The works that formed Western ideas about virtue, justice, freedom, faith, and human nature. 6. Can a Good Person Survive a Corrupt Society? What A Man for All Seasons and 1984 reveal about conscience, betrayal, and the cost of staying true. 7. 5 Russian Novels That Will Change How You See the World Five demanding works on guilt, freedom, family, suffering, and moral responsibility. These essays treat books as serious encounters with the questions every generation must answer: What is a good life? What do we owe one another? How should we respond to injustice? What deserves to survive us? The past still has something to teach us. Some things are worth carrying forward. Read and subscribe:
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A culture that stops reading its greatest books soon forgets how to ask its greatest questions. Culture Explorer is built around four convictions: beauty shapes what we admire, faith addresses life’s highest questions, reason tests every claim, and tradition preserves the knowledge of generations. These convictions guide some of the most popular essays in the newsletter: 1. How to Read a Book A practical guide to reading with greater attention, understanding, and judgment. 2. 12 Biographies That Everyone Should Read Once Twelve lives that reveal how individuals can alter the course of history. 3. 12 Must-Read Books from Eastern Literature An introduction to the major works that shaped civilizations across Asia and the Middle East. 4. 10 Ancient Books Every Student Should Read Before High School Ends Older wisdom that addresses discipline, character, purpose, and mortality with unusual seriousness. 5. 12 Books That Shape the Western Canon The works that formed Western ideas about virtue, justice, freedom, faith, and human nature. 6. Can a Good Person Survive a Corrupt Society? What A Man for All Seasons and 1984 reveal about conscience, betrayal, and the cost of staying true. 7. 5 Russian Novels That Will Change How You See the World Five demanding works on guilt, freedom, family, suffering, and moral responsibility. These essays treat books as serious encounters with the questions every generation must answer: What is a good life? What do we owe one another? How should we respond to injustice? What deserves to survive us? The past still has something to teach us. Some things are worth carrying forward. Read and subscribe:

Culture Explorer

41,663 görüntüleme • 2 gün önce

I found a CVE in my studio lights💡 ✨【𝒞𝒱𝐸－𝟤𝟢𝟤𝟧－𝟩𝟤𝟢𝟤】✨ I discovered a CSRF vulnerability in Elgato’s Key Lights that allows any website make your Elgato lights flicker aggressively. Want to learn more about how I did this? Read the full blog post below 👇
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I found a CVE in my studio lights💡 ✨【𝒞𝒱𝐸－𝟤𝟢𝟤𝟧－𝟩𝟤𝟢𝟤】✨ I discovered a CSRF vulnerability in Elgato’s Key Lights that allows any website make your Elgato lights flicker aggressively. Want to learn more about how I did this? Read the full blog post below 👇

PinkDraconian

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CEO of Chipotle caught on a recording indicating they’re going to keep raising prices because they can “We learned that 60% of our core users are over $100,000 a year in income, in average household income. That gives us confidence that we can lean into that group in a more meaningful way — to really drive meaningful transaction performance in the year” - Chipotle Earnings call
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CEO of Chipotle caught on a recording indicating they’re going to keep raising prices because they can “We learned that 60% of our core users are over $100,000 a year in income, in average household income. That gives us confidence that we can lean into that group in a more meaningful way — to really drive meaningful transaction performance in the year” - Chipotle Earnings call

Wall Street Apes

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The last flight of a pioneer: after having been vital to advancing aerial refuelling, the A310 Multi Role Tanker Transport is going into retirement. 18 years and 350 flights later, the flying test-bed that paved the way to automatic air-to-air refuelling of the #A330MRTT and enabled countless in-house innovative projects at Airbus will be replaced by a soon to be converted A330-200. Read more about the achievements of the #A310MRTT here:
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The last flight of a pioneer: after having been vital to advancing aerial refuelling, the A310 Multi Role Tanker Transport is going into retirement. 18 years and 350 flights later, the flying test-bed that paved the way to automatic air-to-air refuelling of the #A330MRTT and enabled countless in-house innovative projects at Airbus will be replaced by a soon to be converted A330-200. Read more about the achievements of the #A310MRTT here:

Airbus Defence

57,620 görüntüleme • 1 yıl önce

In 10 years, the US government will be $55-60 trillion in debt (which will be 7-7.5 times government revenue) because there will be $25-30 trillion of additional borrowing. That amounts to about $425,000 of debt per American family. When I calculate the supply and demand for this debt, I don’t see enough buyers to buy the debt the US needs to sell, which will cause big problems. We can avoid the worst-case scenario, but we need to act now. To learn more, I encourage you to read my new book, How Countries Go Broke: The Big Cycle. #raydalio #principles #economics #debt
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In 10 years, the US government will be $55-60 trillion in debt (which will be 7-7.5 times government revenue) because there will be $25-30 trillion of additional borrowing. That amounts to about $425,000 of debt per American family. When I calculate the supply and demand for this debt, I don’t see enough buyers to buy the debt the US needs to sell, which will cause big problems. We can avoid the worst-case scenario, but we need to act now. To learn more, I encourage you to read my new book, How Countries Go Broke: The Big Cycle. #raydalio #principles #economics #debt

Ray Dalio

381,508 görüntüleme • 1 yıl önce