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ERC grantee Pavel Plevka, plus comms expert Ester Jarour, share insights on collaborating to create engaging content. 🚀 Discover the power of #SciComm teamwork: full video 📽️ 👈 #Research #CEITECScience #brnoregion #EUfunded Masaryk University CEITEC

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European Research Council (ERC)

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16,235 次观看 • 2 年前 •via X (Twitter)

教育科学技术#SciComm#Research#CEITECScience#brnoregion#EUfunded
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Listen to our Chair Amb. Satish Chandra, Former Deputy NSA and High Commissioner of India to Pakistan India in Pakistan and Panelists Lt. General (Rtd.) Syed Ata Hasnain Syed Ata Hasnain, PVSM, UYSM, AVSM, SM, VSM & Bar and Chancellor, Central University of Kashmir Central University of Kashmir; Mr. Aditya Raj Kaul Aditya Raj Kaul, Executive Editor, TV9 TV9 Bharatvarsh, New Delhi; Dr. Tanwir Arshed, Department of Political Science, Presidency University PresidencyUniversity, Kolkata and our in-house expert Dr. Dhrubajyoti Bhattacharjee Dhrubajyoti Bhattacharjee, Research Fellow, ICWA as they share their insights on the sidelines of the #ICWA Panel Discussion on "Operation Sindoor: Starting a New Narrative?" on 13th June 2025 in conversation with Avni Sablok Avni Sablok, Research Associate, ICWA. Watch the full panel discussion on our YouTube Channel 👉 #PanelDiscussion #OperationSindoor #IndiaPakistan Randhir Jaiswal Indian Foreign Service Association Indian Diplomacy
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Listen to our Chair Amb. Satish Chandra, Former Deputy NSA and High Commissioner of India to Pakistan India in Pakistan and Panelists Lt. General (Rtd.) Syed Ata Hasnain Syed Ata Hasnain, PVSM, UYSM, AVSM, SM, VSM & Bar and Chancellor, Central University of Kashmir Central University of Kashmir; Mr. Aditya Raj Kaul Aditya Raj Kaul, Executive Editor, TV9 TV9 Bharatvarsh, New Delhi; Dr. Tanwir Arshed, Department of Political Science, Presidency University PresidencyUniversity, Kolkata and our in-house expert Dr. Dhrubajyoti Bhattacharjee Dhrubajyoti Bhattacharjee, Research Fellow, ICWA as they share their insights on the sidelines of the #ICWA Panel Discussion on "Operation Sindoor: Starting a New Narrative?" on 13th June 2025 in conversation with Avni Sablok Avni Sablok, Research Associate, ICWA. Watch the full panel discussion on our YouTube Channel 👉 #PanelDiscussion #OperationSindoor #IndiaPakistan Randhir Jaiswal Indian Foreign Service Association Indian Diplomacy

ICWA

23,534 次观看 • 1 年前

🚨 NEW Podcast w Proof of Works Full Youtube link - Proof of Works building a groundbreaking fully on-chain hiring, payroll, and reputation platform built on Kacper Sulisz's EVM layer. Created by the Kasper the Ghost of Kaspa team Alberto.kas 👻 Jonathan Rivera andrew.kas 👻 for the #KASPA community. Proof of Works is building the future of work where every job, every payment, and every professional achievement is provably fair and permanently recorded on-chain. Discover how Proof of Works is revolutionizing remote work and enabling on-chain reputation, along with tackling real-world challenges like unemployment. Hear about their journey into $KAS and their exciting initiatives like university events in Nigeria. Plus, get bold predictions for Kaspa’s future as a leader in crypto and DeFi! -------------------- This video is for educational purposes only and not financial advice. Always conduct your own research before engaging with blockchain projects or investments. #kaspa #kaspacurrency #kaspaupdates #kaspatoken #kaspaecosystem #kaspanews #kaspausdt #kaspaProofofworks #Pows #Proofofworks #kaspaupdates #kaslatest
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🚨 NEW Podcast w Proof of Works Full Youtube link - Proof of Works building a groundbreaking fully on-chain hiring, payroll, and reputation platform built on Kacper Sulisz's EVM layer. Created by the Kasper the Ghost of Kaspa team Alberto.kas 👻 Jonathan Rivera andrew.kas 👻 for the #KASPA community. Proof of Works is building the future of work where every job, every payment, and every professional achievement is provably fair and permanently recorded on-chain. Discover how Proof of Works is revolutionizing remote work and enabling on-chain reputation, along with tackling real-world challenges like unemployment. Hear about their journey into $KAS and their exciting initiatives like university events in Nigeria. Plus, get bold predictions for Kaspa’s future as a leader in crypto and DeFi! -------------------- This video is for educational purposes only and not financial advice. Always conduct your own research before engaging with blockchain projects or investments. #kaspa #kaspacurrency #kaspaupdates #kaspatoken #kaspaecosystem #kaspanews #kaspausdt #kaspaProofofworks #Pows #Proofofworks #kaspaupdates #kaslatest

XXIM Podcast

38,223 次观看 • 1 年前

THE POWER OF ONE Many individuals recognize the need for change but are not personally transformed enough to respond to the change or enact it. You cannot change a system you are currently a victim of. To effect change, one must first break free from the confines of the system mentally and adopt a mindset of transformation. Only then can they begin to implement initiatives or create programs that influence the system gradually. Everything depends on transformation. It's essential to view yourself as an advocate capable of bringing change, rather than merely a statistic among many. You must believe that you are not just a number in the midst of many. Nations were changed by many but changed by one. This means that, although nations are transformed by the collective efforts of many, it often begins with the impact of just one individual. Despite being just one person, you're a significant one. For more insights, watch the full video of Apostle Joshua Selman lecturing on "The Role of Faith and Religious Identification In The Socio-Economic Development of Africa" at Harvard University (CSASE), Boston-USA, on our YouTube channel at Koinonia Global. #ApostleJoshuaSelman #KoinoniaGlobal
2:42

THE POWER OF ONE Many individuals recognize the need for change but are not personally transformed enough to respond to the change or enact it. You cannot change a system you are currently a victim of. To effect change, one must first break free from the confines of the system mentally and adopt a mindset of transformation. Only then can they begin to implement initiatives or create programs that influence the system gradually. Everything depends on transformation. It's essential to view yourself as an advocate capable of bringing change, rather than merely a statistic among many. You must believe that you are not just a number in the midst of many. Nations were changed by many but changed by one. This means that, although nations are transformed by the collective efforts of many, it often begins with the impact of just one individual. Despite being just one person, you're a significant one. For more insights, watch the full video of Apostle Joshua Selman lecturing on "The Role of Faith and Religious Identification In The Socio-Economic Development of Africa" at Harvard University (CSASE), Boston-USA, on our YouTube channel at Koinonia Global. #ApostleJoshuaSelman #KoinoniaGlobal

Koinonia Global

21,600 次观看 • 2 年前

This AI system created a viral Instagram reel with 4.1M views... completely on autopilot (linked below). These millions of views led to 10,000+ newsletter subscribers for my AI newsletter The Recap AI While most creators burn out from the daily content grind, I built an n8n automation that transforms raw AI news into scroll-stopping short-form video. Here's what happens behind the scenes: → Data ingestion agents scrape Twitter, Reddit, and top AI blogs 24/7 → AI analyzes hundreds of stories and picks the top 3-5 most engaging ones → Advanced prompts craft multiple hook variations and full video scripts → HeyGen generates AI clone of me speaking script → Video editor in india ads B roll → Everything gets delivered to Slack for quick review and approval This system has brought my Instagram account to 16,000+ followers in just a few months. That's the power of consistent, data-driven content creation. I just released a deep-dive tutorial showing exactly how this works, including the prompts I literally spent hours on making it all possible. Want me to send it to you? Like & RT this post Follow so I can DM you Comment 'SYSTEM' and I'll share the complete workflow template + all the prompts. Your next viral video is literally just one automation away.
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This AI system created a viral Instagram reel with 4.1M views... completely on autopilot (linked below). These millions of views led to 10,000+ newsletter subscribers for my AI newsletter The Recap AI While most creators burn out from the daily content grind, I built an n8n automation that transforms raw AI news into scroll-stopping short-form video. Here's what happens behind the scenes: → Data ingestion agents scrape Twitter, Reddit, and top AI blogs 24/7 → AI analyzes hundreds of stories and picks the top 3-5 most engaging ones → Advanced prompts craft multiple hook variations and full video scripts → HeyGen generates AI clone of me speaking script → Video editor in india ads B roll → Everything gets delivered to Slack for quick review and approval This system has brought my Instagram account to 16,000+ followers in just a few months. That's the power of consistent, data-driven content creation. I just released a deep-dive tutorial showing exactly how this works, including the prompts I literally spent hours on making it all possible. Want me to send it to you? Like & RT this post Follow so I can DM you Comment 'SYSTEM' and I'll share the complete workflow template + all the prompts. Your next viral video is literally just one automation away.

David Roberts

13,073 次观看 • 9 个月前

We are excited to share our #CORL2024 paper on learning quadrotor obstacle avoidance from the visual stream of a single #eventcamera! Trained entirely in simulation! We demonstrate obstacle avoidance both in the dark and in a forest up to 5m/s. PDF: Video: Project page: Event cameras are sensors that output per-pixel-level intensity changes at microsecond latency resolution; they feature nearly zero motion blur and high dynamic range but produce a very large volume of events under significant ego-motion and further lack a high-fidelity continuous-time sensor model in simulation, making direct #sim2real transfer not possible. By leveraging depth prediction as a pretext task, we pre-train a reactive obstacle avoidance policy with “approximated” simulated events and then fine-tune the perception component with limited events-and-depth real-world data. This technique bridges the sim2real gap for #eventcameras! As at the current state, there is no continuous-time sensor model for event cameras, we hope that this work can finally spur future research leveraging simulation for training event-vision-based policies to create faster, agile robots! Kudos to Anish Bhattacharya, @marcocannic, Vijay Kumar Nikolai Matni UZH Science University of Zurich UZH Space Hub UZH IfI European Research Council (ERC) GRASP Laboratory Penn Engineering
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We are excited to share our #CORL2024 paper on learning quadrotor obstacle avoidance from the visual stream of a single #eventcamera! Trained entirely in simulation! We demonstrate obstacle avoidance both in the dark and in a forest up to 5m/s. PDF: Video: Project page: Event cameras are sensors that output per-pixel-level intensity changes at microsecond latency resolution; they feature nearly zero motion blur and high dynamic range but produce a very large volume of events under significant ego-motion and further lack a high-fidelity continuous-time sensor model in simulation, making direct #sim2real transfer not possible. By leveraging depth prediction as a pretext task, we pre-train a reactive obstacle avoidance policy with “approximated” simulated events and then fine-tune the perception component with limited events-and-depth real-world data. This technique bridges the sim2real gap for #eventcameras! As at the current state, there is no continuous-time sensor model for event cameras, we hope that this work can finally spur future research leveraging simulation for training event-vision-based policies to create faster, agile robots! Kudos to Anish Bhattacharya, @marcocannic, Vijay Kumar Nikolai Matni UZH Science University of Zurich UZH Space Hub UZH IfI European Research Council (ERC) GRASP Laboratory Penn Engineering

Davide Scaramuzza

17,219 次观看 • 1 年前

Today’s episode of web3 with a16z features a conversation between Eigen Labs Founder Sreeram Kannan, formerly an associate professor at the University of Washington, where he led its Blockchain Lab, and a16z crypto General Partner . We dig into big ideas, like what people mean when they call blockchains "truth machines." We also share practical advice and insights, like how to go about deciding on your life’s work; what you can do to keep increasing — and compounding — your leverage; plus, how a bungled interview question can change your life. Enjoy the full episode here on X. Timestamps: 0:00 – introduction 1:25 – open innovation 4:08 – evolution of blockchain technologies 12:34 – journey from academia 16:00 – one of the best life lessons 19:40 – impact of network information theory 24:31 – activation energy and moving earth 29:13 – building a trust network 36:20 – blockchains as commitment engines 45:17 – Q&A 45:57 – the power of narrative 52:19 – restaking and the memetic sphere 56:01 – two approaches to problem solving 59:53 – startup focus and exponential games 1:04:56 – professor coins 1:09:03 – win-win or no deal 01:13:59 – conclusion
1:14:54

Today’s episode of web3 with a16z features a conversation between Eigen Labs Founder Sreeram Kannan, formerly an associate professor at the University of Washington, where he led its Blockchain Lab, and a16z crypto General Partner . We dig into big ideas, like what people mean when they call blockchains "truth machines." We also share practical advice and insights, like how to go about deciding on your life’s work; what you can do to keep increasing — and compounding — your leverage; plus, how a bungled interview question can change your life. Enjoy the full episode here on X. Timestamps: 0:00 – introduction 1:25 – open innovation 4:08 – evolution of blockchain technologies 12:34 – journey from academia 16:00 – one of the best life lessons 19:40 – impact of network information theory 24:31 – activation energy and moving earth 29:13 – building a trust network 36:20 – blockchains as commitment engines 45:17 – Q&A 45:57 – the power of narrative 52:19 – restaking and the memetic sphere 56:01 – two approaches to problem solving 59:53 – startup focus and exponential games 1:04:56 – professor coins 1:09:03 – win-win or no deal 01:13:59 – conclusion

a16z crypto

56,802 次观看 • 1 年前

🎥 HEY, CREATORS! 🫡 Did you know that you can turn your hobby of posting on social media into a real source of income? Yes, you read that right! BlockBook is here to revolutionize the way you interact with your favorite platforms like X, TikTok, and Instagram. Here's how: 1️⃣ Create engaging and relevant content on your social media platforms. Whether it's a funny video, useful tips, or even inspirational posts—everything can be an opportunity! 2️⃣ Don't forget to tag BlockBook and include the link in every post you make. This is the key to unlocking your earning potential! 🔑 3️⃣ After that, submit your post link to the platform, and get ready to start receiving instant rewards based on real engagement from your audience. 💰 Just imagine—every like, share, and comment can be directly converted into earnings! 🌈 This is not just about fame, but also about fortune. 💹💸 Don't miss this golden opportunity! Join the community of creators who are already reaping the benefits. Click the link in bio or visit now. 🚀 #ethereum #bitcoin #solana #usdt #crypto #EarnWithSocialMedia #CreatorEconomy
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🎥 HEY, CREATORS! 🫡 Did you know that you can turn your hobby of posting on social media into a real source of income? Yes, you read that right! BlockBook is here to revolutionize the way you interact with your favorite platforms like X, TikTok, and Instagram. Here's how: 1️⃣ Create engaging and relevant content on your social media platforms. Whether it's a funny video, useful tips, or even inspirational posts—everything can be an opportunity! 2️⃣ Don't forget to tag BlockBook and include the link in every post you make. This is the key to unlocking your earning potential! 🔑 3️⃣ After that, submit your post link to the platform, and get ready to start receiving instant rewards based on real engagement from your audience. 💰 Just imagine—every like, share, and comment can be directly converted into earnings! 🌈 This is not just about fame, but also about fortune. 💹💸 Don't miss this golden opportunity! Join the community of creators who are already reaping the benefits. Click the link in bio or visit now. 🚀 #ethereum #bitcoin #solana #usdt #crypto #EarnWithSocialMedia #CreatorEconomy

𝐀𝐫𝐚𝐳𝐳𝐚𝐞𝐳 (mainnet arc)

10,443 次观看 • 10 个月前

🚨 NEW Podcast w IzioDev from Kasia Full YT link - Kasia a groundbreaking encrypted P2P messaging platform on #Kaspa, built by the community, for the community. Kasia founded by auzghosty and now actively been developed by bunch of contributors IzioDev Yura coderofstuff and *others (*Sorry we dont have x handles of other contributors) please tag them), a truly decentralised way. IzioDev was kind enough to talk about Kasia open-source roots with community-driven development, and future plans. From its seamless integration with Kaspa’s ecosystem to its vision for mainstream adoption, explore how #Kasia is redefining privacy-focused communication. Plus, get insights into IzioDev journey into crypto and his bold predictions for Kaspa’s future, including DeFi and tokenized assets! ----------------- This video is for educational purposes only and not financial advice. Always conduct your own research before engaging with blockchain projects or investments. #kaspa #kaspacurrency #kaspaupdates #kaspatoken #kaspaecosystem #kaspanews #kaspausdt #kaspakasia #kasia #kasiamessaging #kaspaupdates #kaslatest
1:36

🚨 NEW Podcast w IzioDev from Kasia Full YT link - Kasia a groundbreaking encrypted P2P messaging platform on #Kaspa, built by the community, for the community. Kasia founded by auzghosty and now actively been developed by bunch of contributors IzioDev Yura coderofstuff and *others (*Sorry we dont have x handles of other contributors) please tag them), a truly decentralised way. IzioDev was kind enough to talk about Kasia open-source roots with community-driven development, and future plans. From its seamless integration with Kaspa’s ecosystem to its vision for mainstream adoption, explore how #Kasia is redefining privacy-focused communication. Plus, get insights into IzioDev journey into crypto and his bold predictions for Kaspa’s future, including DeFi and tokenized assets! ----------------- This video is for educational purposes only and not financial advice. Always conduct your own research before engaging with blockchain projects or investments. #kaspa #kaspacurrency #kaspaupdates #kaspatoken #kaspaecosystem #kaspanews #kaspausdt #kaspakasia #kasia #kasiamessaging #kaspaupdates #kaslatest

XXIM Podcast

26,096 次观看 • 1 年前

Over the next 8 weeks, I’ll be training my creative team on EVERYTHING they need to know about using AI to make ads. Jimmy slagle and I have decided to open the doors and sell access to these live trainings for those looking to make more winning ads with AI. We’ll be covering: - Prompting techniques to generate headlines and scripts that convert - Building workflows in tools like Gumloop and Poppy that know your brand inside-out - How to use AI research tools like DeepResearch and Reddit Answers to surface relevant insights instantly - Breakdowns of real prompts that led to high-performing ads - Step-by-step training on how to create static and motion ads using tools like Flux, Kling, and ChatGPT Image Gen - How to create AI knowledge bases that your whole team can use - Becoming your team’s go-to AI expert (even if you're not technical) - What tools are coming next (like Veo 3 and Sora-style video generation) and how to prepare for the future …basically all the skills we think you’ll need to become an AI-first Creative Strategist. Enterprise brands pay us $1,000/hr to teach this stuff. But we’re giving you access to 8x sessions for just $1,499. And you’ll also get our SOPs, Prompt Libraries and exclusive AI trainings. The first live session is on June 12th, then they’re every Thursday for 8 weeks. to see the full curriculum and book your spot.
5:47

Over the next 8 weeks, I’ll be training my creative team on EVERYTHING they need to know about using AI to make ads. Jimmy slagle and I have decided to open the doors and sell access to these live trainings for those looking to make more winning ads with AI. We’ll be covering: - Prompting techniques to generate headlines and scripts that convert - Building workflows in tools like Gumloop and Poppy that know your brand inside-out - How to use AI research tools like DeepResearch and Reddit Answers to surface relevant insights instantly - Breakdowns of real prompts that led to high-performing ads - Step-by-step training on how to create static and motion ads using tools like Flux, Kling, and ChatGPT Image Gen - How to create AI knowledge bases that your whole team can use - Becoming your team’s go-to AI expert (even if you're not technical) - What tools are coming next (like Veo 3 and Sora-style video generation) and how to prepare for the future …basically all the skills we think you’ll need to become an AI-first Creative Strategist. Enterprise brands pay us $1,000/hr to teach this stuff. But we’re giving you access to 8x sessions for just $1,499. And you’ll also get our SOPs, Prompt Libraries and exclusive AI trainings. The first live session is on June 12th, then they’re every Thursday for 8 weeks. to see the full curriculum and book your spot.

Alex Cooper

89,792 次观看 • 1 年前

New Book Release: Chatuh Shloki Manusmriti: An English Commentary Publisher: Vitasta Publishing Pvt. Ltd Over the past few years, I’ve spent time deeply engaging with the Manusmriti — reading, reflecting, and wrestling with its meaning in today’s world. I’m happy to share that this journey has now taken the shape of a book- "Chatuh Shloki Manusmriti", which is an English Commentary English commentary on the first four verses of the Manusmriti. The book is now available for purchase from Amazon- I am also sharing a video I recorded about the book. Do watch. This book is a personal milestone in my journey as an author. I still remember that the first time I came across Manusmriti or rather the Dharmashastra tradition in a meaningful way was when I was researching for my book 'Menstruation Across Cultures' almost a decade ago. That chance encounter had opened up an entire new avenue of research and reflection in my journey as a Seeker of Sanatana Dharma. The more I spent the time trying to discover and untangle Dharmashastras, the more I realized its extreme importance as a Shabda Pramana which provides the basic building blocks of Hindu Vision of Life, Society, and Universe. The journey is far from over, I believe that I have only taken the baby steps. Nevertheless, this book is a culmination of my journey till date seeking to understand the civilizational, philosophical, and spiritual insights of the Dharmashastra. The first four verses of Manusmriti are not just introductory lines — they carry profound insights into dharma, cosmic order, and the purpose of human life. They embed within themselves the very purpose, object, and goal of Dharma tradition as a whole. My book attempts to highlight and eleborate on all these aspects. The book also focusses on the controversial notion of 'Varna' and clarifies what it truly means in the Dharmashastra texts. Whether you're a seeker, a student of dharma, or simply curious about our traditions — I invite you to read, reflect, and engage with the book. Lastly, I am very thankful for my publisher, Renu Kaul Verma ji and her team for diligently bringing out the book. #Manusmriti #ChatuhShlokiManusmriti #Dharma #SanatanaDharma #Sanskrit #IndianWisdom #BharatiyaParampara #BookRelease #IndianPhilosophy #BookRelease #SanskritCommentary #Hinduism #Hindu #newbook
7:31

New Book Release: Chatuh Shloki Manusmriti: An English Commentary Publisher: Vitasta Publishing Pvt. Ltd Over the past few years, I’ve spent time deeply engaging with the Manusmriti — reading, reflecting, and wrestling with its meaning in today’s world. I’m happy to share that this journey has now taken the shape of a book- "Chatuh Shloki Manusmriti", which is an English Commentary English commentary on the first four verses of the Manusmriti. The book is now available for purchase from Amazon- I am also sharing a video I recorded about the book. Do watch. This book is a personal milestone in my journey as an author. I still remember that the first time I came across Manusmriti or rather the Dharmashastra tradition in a meaningful way was when I was researching for my book 'Menstruation Across Cultures' almost a decade ago. That chance encounter had opened up an entire new avenue of research and reflection in my journey as a Seeker of Sanatana Dharma. The more I spent the time trying to discover and untangle Dharmashastras, the more I realized its extreme importance as a Shabda Pramana which provides the basic building blocks of Hindu Vision of Life, Society, and Universe. The journey is far from over, I believe that I have only taken the baby steps. Nevertheless, this book is a culmination of my journey till date seeking to understand the civilizational, philosophical, and spiritual insights of the Dharmashastra. The first four verses of Manusmriti are not just introductory lines — they carry profound insights into dharma, cosmic order, and the purpose of human life. They embed within themselves the very purpose, object, and goal of Dharma tradition as a whole. My book attempts to highlight and eleborate on all these aspects. The book also focusses on the controversial notion of 'Varna' and clarifies what it truly means in the Dharmashastra texts. Whether you're a seeker, a student of dharma, or simply curious about our traditions — I invite you to read, reflect, and engage with the book. Lastly, I am very thankful for my publisher, Renu Kaul Verma ji and her team for diligently bringing out the book. #Manusmriti #ChatuhShlokiManusmriti #Dharma #SanatanaDharma #Sanskrit #IndianWisdom #BharatiyaParampara #BookRelease #IndianPhilosophy #BookRelease #SanskritCommentary #Hinduism #Hindu #newbook

Nithin Sridhar

24,362 次观看 • 1 年前

🤖🔬 Can AI actually do science end-to-end? 🧠📈 And how would we know when it matches, or surpasses, humans? ⚡🧪 AI is rapidly automating scientific discovery, but benchmarking full-cycle discovery, from 💡 ideation → 🧑‍💻 execution → 📊 conclusions, remains unsolved: 🧐🧐🧐 ❌🛠️ Open-ended discovery → manual validation (costly, unscalable) ❌📏 Metric-driven benchmarks (e.g., MLE-Bench) → convenient but narrow (is higher accuracy really enough?) ❌🤖⚖️ LLM-as-judge → useful, but fundamentally risky if used alone 🔥🚀 Introducing FIRE-Bench🔥: Fullcycle Insight Rediscovery Evaluation 👉🌐 📚✨ A benchmark that turns fresh, human-verified insights from recent 🏆 NeurIPS / ICLR / ICML papers into masked, end-to-end discovery challenges 🧩 🌍🔐 Constrained open-ended discovery–backed by ground truth. 📌 Key takeaways: 1⃣ 📖🧱 Reference-based evaluation still matters: constrained LLM judging helps, but human-grounded references remain essential until agents can consistently match human conclusions 2⃣ 🏆🧠 Expert-validated ground truth: all tasks come from recent NeurIPS / ICLR / ICML papers, with contamination carefully controlled 3⃣ 🔁🎭 Rediscovery, not reproduction: original 🧪 methods, 📊 experiments, 💻 implementations, and 📈 analyses are fully masked to create real discovery challenges 🔑 Key empirical findings: 💡 The "Science Gap" is Real: Even the best setup (Claude Code + Sonnet-4) caps out at an F1 score of 46.7. On hard tasks, agents struggle to break 30 💡 Success is a "Lottery": Performance has incredibly high variance. Reliability is a major unsolved issue. 💡 Coding is no longer the bottleneck; high-level reasoning and analysis are: ~74% of errors stem from flawed planning, not coding ⚙️ How it works: 🔹 Research-Problem Trees: We parse papers into trees (from broad roots to concrete leaves). This allows us to select intermediate nodes that perfectly balance open-ended exploration with verifiable ground truth. 🔹 Claim-Level Evaluation: We match AI conclusions against human conclusions using granular claim decomposition (F1 score). 🔹 Creativity Check: We score false positives to see if agents are finding novel truths (Spoiler🚨: they aren’t creative yet). 🔹 New Diagnostic Taxonomy: failures traced across four stages: 🧠 Planning → 🛠️ Implementation → ▶️ Execution → 🧾 Conclusion 🔹 Additional Analyses: cost efficiency, contamination checks, and more. 👀 The Future: 🚀 Live-FIRE-Bench: a live, continuously updated FIRE-Bench to track real-time progress on the latest research (Newest LLMs should be benchmarked with the newest research) 🚀 Stronger scaffolding (search + planning + coding) 🧠🧰 and converting FIRE-Bench into interactive environments for training research agents 🚀 Toward real creativity: We want better systems that can produce genuinely novel conclusions toward creativity 🎨⏳ 🚀 Better systems 🧠✨ and better benchmarks 📏 must co-evolve 🔄 over time 📜🎥 Paper, video, demo, and research trees: 👉🌐 #AI 🤖 #MachineLearning 📚 #AI4Science 🔬 #LLMs 🧠 #Research 🧪 #AgenticAI 🚀 #FireBench 🔥
0:42

🤖🔬 Can AI actually do science end-to-end? 🧠📈 And how would we know when it matches, or surpasses, humans? ⚡🧪 AI is rapidly automating scientific discovery, but benchmarking full-cycle discovery, from 💡 ideation → 🧑‍💻 execution → 📊 conclusions, remains unsolved: 🧐🧐🧐 ❌🛠️ Open-ended discovery → manual validation (costly, unscalable) ❌📏 Metric-driven benchmarks (e.g., MLE-Bench) → convenient but narrow (is higher accuracy really enough?) ❌🤖⚖️ LLM-as-judge → useful, but fundamentally risky if used alone 🔥🚀 Introducing FIRE-Bench🔥: Fullcycle Insight Rediscovery Evaluation 👉🌐 📚✨ A benchmark that turns fresh, human-verified insights from recent 🏆 NeurIPS / ICLR / ICML papers into masked, end-to-end discovery challenges 🧩 🌍🔐 Constrained open-ended discovery–backed by ground truth. 📌 Key takeaways: 1⃣ 📖🧱 Reference-based evaluation still matters: constrained LLM judging helps, but human-grounded references remain essential until agents can consistently match human conclusions 2⃣ 🏆🧠 Expert-validated ground truth: all tasks come from recent NeurIPS / ICLR / ICML papers, with contamination carefully controlled 3⃣ 🔁🎭 Rediscovery, not reproduction: original 🧪 methods, 📊 experiments, 💻 implementations, and 📈 analyses are fully masked to create real discovery challenges 🔑 Key empirical findings: 💡 The "Science Gap" is Real: Even the best setup (Claude Code + Sonnet-4) caps out at an F1 score of 46.7. On hard tasks, agents struggle to break 30 💡 Success is a "Lottery": Performance has incredibly high variance. Reliability is a major unsolved issue. 💡 Coding is no longer the bottleneck; high-level reasoning and analysis are: ~74% of errors stem from flawed planning, not coding ⚙️ How it works: 🔹 Research-Problem Trees: We parse papers into trees (from broad roots to concrete leaves). This allows us to select intermediate nodes that perfectly balance open-ended exploration with verifiable ground truth. 🔹 Claim-Level Evaluation: We match AI conclusions against human conclusions using granular claim decomposition (F1 score). 🔹 Creativity Check: We score false positives to see if agents are finding novel truths (Spoiler🚨: they aren’t creative yet). 🔹 New Diagnostic Taxonomy: failures traced across four stages: 🧠 Planning → 🛠️ Implementation → ▶️ Execution → 🧾 Conclusion 🔹 Additional Analyses: cost efficiency, contamination checks, and more. 👀 The Future: 🚀 Live-FIRE-Bench: a live, continuously updated FIRE-Bench to track real-time progress on the latest research (Newest LLMs should be benchmarked with the newest research) 🚀 Stronger scaffolding (search + planning + coding) 🧠🧰 and converting FIRE-Bench into interactive environments for training research agents 🚀 Toward real creativity: We want better systems that can produce genuinely novel conclusions toward creativity 🎨⏳ 🚀 Better systems 🧠✨ and better benchmarks 📏 must co-evolve 🔄 over time 📜🎥 Paper, video, demo, and research trees: 👉🌐 #AI 🤖 #MachineLearning 📚 #AI4Science 🔬 #LLMs 🧠 #Research 🧪 #AgenticAI 🚀 #FireBench 🔥

Zhen Wang

13,450 次观看 • 5 个月前

Introducing Beast League: a fun mobile super sports universe blended with beasts, starting with basketball! 🏀🦁 Play for free, earn Beast Coin, trade collectibles (NFTs), compete in tournaments, win trophies, and evolve with your beasts to unlock new features! 💪🎮 What sets us apart? At Beast League, our principle is putting gamers first and fun first! 🎮💥 With a playable game already in action, there's no need to wait for years to enjoy. Plus, with over 50k downloads and glowing reviews, our players love the game! 🌟📲 Here’s how the game looks like (check the gameplay video): elephant doing slam dunks, have you ever imagined that?😎🐘 Where are we now? Right now, our focus is on community building – our top priority! 🌟 We're dedicated to building a community of people who love the game, actively engage with us, and are in it for the long haul. 🎮💬 Plus, we're hard at work finalising our exclusive collectibles (NFTs), set to drop soon! 🔥 What to look forward to? Get ready for an adrenaline-fueled ride with Beast League! 🎉 In just a matter of weeks, we'll be kicking off exciting events like beta testing, airdrops, WLs, and collectibles (NFT) minting – it's going to be epic! 💥 And don't forget: a surprise is coming Q2 this year 🚀💼 Exciting times ahead – join us on this journey! What can you do now? Here's what you can do now to be one of the first Beast OGs: 🔥 Follow us on X, join our Telegram and Discord communities, and start engaging with us today! 📲💬 Questions, conversations, content, memes, are all welcome🫡 Compete for Beast Coin & Collectibles! Download the game today (link in bio, currently available in *U.S., Canada, Brazil, Israel and Ukraine*, will add more countries shortly) and create your Beast Account. It'll automatically create a wallet for you to store Beast Coins and Collectibles you can win from Beast League. #Web3Gaming
0:41

Introducing Beast League: a fun mobile super sports universe blended with beasts, starting with basketball! 🏀🦁 Play for free, earn Beast Coin, trade collectibles (NFTs), compete in tournaments, win trophies, and evolve with your beasts to unlock new features! 💪🎮 What sets us apart? At Beast League, our principle is putting gamers first and fun first! 🎮💥 With a playable game already in action, there's no need to wait for years to enjoy. Plus, with over 50k downloads and glowing reviews, our players love the game! 🌟📲 Here’s how the game looks like (check the gameplay video): elephant doing slam dunks, have you ever imagined that?😎🐘 Where are we now? Right now, our focus is on community building – our top priority! 🌟 We're dedicated to building a community of people who love the game, actively engage with us, and are in it for the long haul. 🎮💬 Plus, we're hard at work finalising our exclusive collectibles (NFTs), set to drop soon! 🔥 What to look forward to? Get ready for an adrenaline-fueled ride with Beast League! 🎉 In just a matter of weeks, we'll be kicking off exciting events like beta testing, airdrops, WLs, and collectibles (NFT) minting – it's going to be epic! 💥 And don't forget: a surprise is coming Q2 this year 🚀💼 Exciting times ahead – join us on this journey! What can you do now? Here's what you can do now to be one of the first Beast OGs: 🔥 Follow us on X, join our Telegram and Discord communities, and start engaging with us today! 📲💬 Questions, conversations, content, memes, are all welcome🫡 Compete for Beast Coin & Collectibles! Download the game today (link in bio, currently available in *U.S., Canada, Brazil, Israel and Ukraine*, will add more countries shortly) and create your Beast Account. It'll automatically create a wallet for you to store Beast Coins and Collectibles you can win from Beast League. #Web3Gaming

Beast League

18,701 次观看 • 2 年前

Trump’s Fusion Gamble: The Move That Terrifies GlobalistsTrump’s fusion gamble is the new space race. By merging Truth Social with TAE Technologies, he is betting on a future of unlimited energy👈 to break the globalist scarcity cult... Trump is betting everything on a Fusion Revolution. ⚛️ By merging Truth Social with TAE Technologies, he’s launching a new space race to end the globalist scarcity cult and power a massive economic boom. 🚀 Video - Promethean Action Coincidence ?👆👇 John Trump (John George Trump, 1907–1985), the uncle of U.S. President Donald Trump, was a prominent electrical engineer and a professor at MIT who pioneered the development and application of particle accelerators. John Trump's Work - Particle Accelerators🔤 Collaboration with Van de Graaff: As a doctoral student at MIT in the early 1930s, John Trump worked with Robert J. Van de Graaff to improve the design of the electrostatic generator, an early type of particle accelerator. He earned his PhD as Van de Graaff's first student. High-Voltage Generation: Their work focused on building generators capable of producing millions of volts. A 12-meter-high generator built by Van de Graaff in 1933, to which Trump contributed to the redesign, could reach 5 million volts and is now a permanent exhibit at the Boston Museum of Science. Medical Applications: Trump's primary focus was the beneficial application of high-energy radiation, particularly in medicine. In 1937, he developed one of the first million-volt X-ray generators for cancer treatment, installed at Huntington Memorial Hospital in Boston, which extended the lives of cancer patients worldwide. He was a pioneer of rotational radiation therapy, a technique designed to limit the radiation dose to healthy tissue. Industrial Applications Commercialization: After World War II, Trump co-founded the High Voltage Engineering Corporation (HVEC) with Van de Graaff and Denis Robinson. The company manufactured and sold hundreds of Van de Graaff generators and other particle accelerators for use in academic research, industrial radiography, and medical applications. Wastewater Treatment: In the 1970s, Trump directed research at the MIT High-Voltage Research Laboratory to use electron beams from a 2-MeV accelerator to disinfect municipal wastewater sludge, a process that proved effective for bacterial and viral disinfection. For his career achievements in applying ionizing radiation to medicine, industry, and atomic physics, John Trump was awarded the National Medal of Science in 1983. Contemporary Relevance 👈 Separately, in December 2025, it was announced that Trump Media & Technology Group (TMTG), the company owned by Donald Trump, plans to merge with TAE Technologies, a startup developing fusion reactors that are powered by multiple particle accelerators. This has drawn attention back to John Trump's historical work and potential financial conflicts of interest related to the Trump administration's support for advanced nuclear technologies. I love when things come full circle, Kelly🙌 Capt Kyle H/T
14:09

Trump’s Fusion Gamble: The Move That Terrifies GlobalistsTrump’s fusion gamble is the new space race. By merging Truth Social with TAE Technologies, he is betting on a future of unlimited energy👈 to break the globalist scarcity cult... Trump is betting everything on a Fusion Revolution. ⚛️ By merging Truth Social with TAE Technologies, he’s launching a new space race to end the globalist scarcity cult and power a massive economic boom. 🚀 Video - Promethean Action Coincidence ?👆👇 John Trump (John George Trump, 1907–1985), the uncle of U.S. President Donald Trump, was a prominent electrical engineer and a professor at MIT who pioneered the development and application of particle accelerators. John Trump's Work - Particle Accelerators🔤 Collaboration with Van de Graaff: As a doctoral student at MIT in the early 1930s, John Trump worked with Robert J. Van de Graaff to improve the design of the electrostatic generator, an early type of particle accelerator. He earned his PhD as Van de Graaff's first student. High-Voltage Generation: Their work focused on building generators capable of producing millions of volts. A 12-meter-high generator built by Van de Graaff in 1933, to which Trump contributed to the redesign, could reach 5 million volts and is now a permanent exhibit at the Boston Museum of Science. Medical Applications: Trump's primary focus was the beneficial application of high-energy radiation, particularly in medicine. In 1937, he developed one of the first million-volt X-ray generators for cancer treatment, installed at Huntington Memorial Hospital in Boston, which extended the lives of cancer patients worldwide. He was a pioneer of rotational radiation therapy, a technique designed to limit the radiation dose to healthy tissue. Industrial Applications Commercialization: After World War II, Trump co-founded the High Voltage Engineering Corporation (HVEC) with Van de Graaff and Denis Robinson. The company manufactured and sold hundreds of Van de Graaff generators and other particle accelerators for use in academic research, industrial radiography, and medical applications. Wastewater Treatment: In the 1970s, Trump directed research at the MIT High-Voltage Research Laboratory to use electron beams from a 2-MeV accelerator to disinfect municipal wastewater sludge, a process that proved effective for bacterial and viral disinfection. For his career achievements in applying ionizing radiation to medicine, industry, and atomic physics, John Trump was awarded the National Medal of Science in 1983. Contemporary Relevance 👈 Separately, in December 2025, it was announced that Trump Media & Technology Group (TMTG), the company owned by Donald Trump, plans to merge with TAE Technologies, a startup developing fusion reactors that are powered by multiple particle accelerators. This has drawn attention back to John Trump's historical work and potential financial conflicts of interest related to the Trump administration's support for advanced nuclear technologies. I love when things come full circle, Kelly🙌 Capt Kyle H/T

Capt Kyle

24,418 次观看 • 7 个月前

We are excited to share our work “Event-Aided Sharp Radiance Field Reconstruction for Fast-Flying Drones” published in IEEE Transactions on Robotics IEEE Transactions on Robotics (T-RO), which tackles sharp radiance field reconstruction under agile drone motion, where RGB frames are heavily motion-blurred and pose priors become unreliable! 4 years in the making! Code & dataset released! PDF: Code & Dataset: Full Narrated Video: High-speed flight is essential for time- and battery-constrained missions (e.g., inspection, exploration, search & rescue). However, fast motion corrupts visual data with severe motion blur and introduces drift/noise in visual-inertial odometry, making NeRF-based 3D reconstruction particularly brittle. We propose a unified framework that leverages asynchronous #EventCamera streams together with motion-blurred frames to reconstruct high-fidelity radiance fields from agile drone flights. Our key idea is to embed event-image fusion directly into radiance field optimization while jointly refining a shared, continuous-time camera trajectory initialized from event-based VIO. This enables us to recover sharp radiance fields and accurate trajectories without ground-truth supervision during training. We validate our method on synthetic data and on real sequences captured by a drone flying up to 2 m/s. Despite severe blur and noisy pose priors, our method preserves fine scene details and achieves a performance gain of over 50% on real-world data compared to state-of-the-art methods. Kudos to Rong Zou and Marco Cannici! Marco Cannici Reference: Rong Zou*, Marco Cannici*, Davide Scaramuzza Event-Aided Sharp Radiance Field Reconstruction for Fast-Flying Drones IEEE Transactions on Robotics (T-RO), 2026 NCCR Robotics European Research Council (ERC) AUTOASSESS UZH IfI University of Zurich UZH Science Prophesee SynSense UZH Space Hub
1:02

We are excited to share our work “Event-Aided Sharp Radiance Field Reconstruction for Fast-Flying Drones” published in IEEE Transactions on Robotics IEEE Transactions on Robotics (T-RO), which tackles sharp radiance field reconstruction under agile drone motion, where RGB frames are heavily motion-blurred and pose priors become unreliable! 4 years in the making! Code & dataset released! PDF: Code & Dataset: Full Narrated Video: High-speed flight is essential for time- and battery-constrained missions (e.g., inspection, exploration, search & rescue). However, fast motion corrupts visual data with severe motion blur and introduces drift/noise in visual-inertial odometry, making NeRF-based 3D reconstruction particularly brittle. We propose a unified framework that leverages asynchronous #EventCamera streams together with motion-blurred frames to reconstruct high-fidelity radiance fields from agile drone flights. Our key idea is to embed event-image fusion directly into radiance field optimization while jointly refining a shared, continuous-time camera trajectory initialized from event-based VIO. This enables us to recover sharp radiance fields and accurate trajectories without ground-truth supervision during training. We validate our method on synthetic data and on real sequences captured by a drone flying up to 2 m/s. Despite severe blur and noisy pose priors, our method preserves fine scene details and achieves a performance gain of over 50% on real-world data compared to state-of-the-art methods. Kudos to Rong Zou and Marco Cannici! Marco Cannici Reference: Rong Zou*, Marco Cannici*, Davide Scaramuzza Event-Aided Sharp Radiance Field Reconstruction for Fast-Flying Drones IEEE Transactions on Robotics (T-RO), 2026 NCCR Robotics European Research Council (ERC) AUTOASSESS UZH IfI University of Zurich UZH Science Prophesee SynSense UZH Space Hub

Davide Scaramuzza

11,946 次观看 • 4 个月前

Input: Jane Jacobs quotes and YouTube interview; handwritten outline; education standards doc. Output: high-quality, standards-aligned urban planning lesson plan. Plus audio overview to promote the class. 10 minutes to create, all thanks to NotebookLM and Gemini. This video is a new demo of NotebookLM that I shared earlier this month at the AI + Education Symposium with MeshEd, XQ, and Betaworks. This is an educational use-case, but the general structure of what I’m doing in the demo—take a curated collection of sources and quickly transform them into a detailed document that obeys strict guidelines—is generally applicable to many fields. Note how I am not just using the sources as ground truth for the project, or as the content for the lesson plan. The Jacobs quotes and interview are the content, but my handwritten notes provide the structure, and the framework source provides the values or guidelines for the finished project. With some simple prompting, NotebookLM and Gemini can draw on information from the sources using those different modes simultaneously: content, format, values. (I even forgot to explicitly tell the model to use the structure outlined in my notes, but it figured that out anyway.) This is remarkably sophisticated knowledge work. Building a draft lesson plan like this would normally take hours if not days. But crucially I’m in control of the document that is being generated here — it’s based on the information that I have curated, and on the instructions I’ve given NotebookLM for adapting that information into the lesson plan I want to create. Co-intelligence, as @ethanmollick would call it. For more info on the great organizations that helped me put this demo together--orgs that are shaping the future of learning and increasing access to innovative approaches to curriculum design--visit and I’ve pasted the full text of the lesson plan below. As you can see in the video, the original version also included citations to the source material so with one click I could verify that NotebookLM was faithful to the original documents I uploaded. High-Level Lesson Plan: Urban Planning and Jane Jacobs This lesson plan outlines a project-based learning course on urban planning, designed for high school seniors. It centers on the influential ideas of Jane Jacobs and aligns with the HQPBL standards. Session 1: Introduction to Cities and Jane Jacobs • Begin by exploring the question: "What kind of problem is a city?" • Introduce Jane Jacobs' key ideas about urbanism, focusing on: • The importance of diversity in uses, buildings, and populations for vibrant city life. • The role of sidewalks and "eyes on the street" in ensuring safety and fostering a sense of community. • The value of old buildings in supporting diverse economic activity and fostering innovation. • The dangers of "single-use" zoning and the importance of mixed-use neighborhoods. • The limitations of top-down planning and the need for bottom-up, community-driven approaches. Use examples from Jacobs' book, "The Death and Life of Great American Cities," and excerpts from her interviews to illustrate these concepts. Encourage students to think critically about the challenges and opportunities presented by cities. Alignment with HQPBL: This session establishes the intellectual challenge, as required by the HQPBL framework, by prompting students to consider the complexities of cities. Introducing Jane Jacobs' ideas provides students with a theoretical framework for their projects. Session 2: Neighborhood Exploration Project Introduction: Students choose a local neighborhood to study. This allows for authenticity by connecting their learning to their own community and their lives. Research and Analysis: Students conduct a "close reading" of their chosen neighborhood, focusing on: • Observing the built environment, including streetscapes, building types, and public spaces. • Identifying areas where Jacobs' principles are evident or lacking. • Analyzing the neighborhood's strengths and weaknesses. • Documenting their findings through photography, sketches, maps, and written observations. Guiding Questions: Throughout the project, use guiding questions to promote intellectual challenge and help students connect their observations to Jacobs' ideas. Alignment with HQPBL: By choosing a local neighborhood, students undertake a project rooted in authenticity, directly connecting their learning to their own community. The "close reading" of their chosen neighborhood encourages intellectual challenge by requiring them to analyze the built environment and identify areas where Jacobs' principles are applicable. The use of photography, sketches, maps, and written observations allows for diverse forms of documentation, catering to various learning styles. Session 3: Proposing Interventions Brainstorming Solutions: Based on their analysis, students brainstorm potential interventions or improvements to their chosen neighborhood, applying Jacobs' principles. Project Proposal Development: Students develop their interventions into more concrete project proposals, incorporating elements of project management. Proposals should include goals, strategies, potential challenges, and realistic timelines. Encourage students to consider the perspectives of different stakeholders in the neighborhood. Peer Review and Feedback: Students present their project proposals to classmates for critique. This fosters collaboration and allows students to learn from each other's perspectives and refine their ideas. Alignment with HQPBL: This session emphasizes project management, as students transform their analyses into concrete proposals. They define goals, outline strategies, anticipate challenges, and establish realistic timelines, reflecting a systematic approach to project development. Collaboration is fostered through peer review and feedback, enabling students to learn from different perspectives and improve their proposals. Session 4: Final Presentations and Reflections Public Product: Students finalize their projects and present their proposed solutions to a wider audience, such as: • A panel of local urban planners, architects, or community members. • A public forum or community meeting. • An online platform or exhibition space. Reflection: Students engage in reflection throughout the project, documenting their learning, challenges, and insights. This could take the form of journals, blog posts, presentations, or group discussions. Encourage students to reflect on how their understanding of cities has evolved and the role they can play in shaping their future. Alignment with HQPBL: Presenting to a wider audience, such as local planners or community members, results in a public product, showcasing student learning and engaging the community. The emphasis on reflection throughout the project, as mandated by the HQPBL framework, encourages metacognition and deeper learning. Students document their learning process, challenges, and insights, fostering a sense of accomplishment and personal growth. Throughout the course, emphasize the relevance of urban planning to students' lives and future careers. Connect Jacobs' ideas to contemporary urban issues and encourage students to think critically about how to create more livable, equitable, and sustainable cities. This project-based learning approach, grounded in the work of Jane Jacobs and aligned with HQPBL standards, can empower students to become engaged and informed citizens, capable of contributing to the betterment of their communities.
13:32

Input: Jane Jacobs quotes and YouTube interview; handwritten outline; education standards doc. Output: high-quality, standards-aligned urban planning lesson plan. Plus audio overview to promote the class. 10 minutes to create, all thanks to NotebookLM and Gemini. This video is a new demo of NotebookLM that I shared earlier this month at the AI + Education Symposium with MeshEd, XQ, and Betaworks. This is an educational use-case, but the general structure of what I’m doing in the demo—take a curated collection of sources and quickly transform them into a detailed document that obeys strict guidelines—is generally applicable to many fields. Note how I am not just using the sources as ground truth for the project, or as the content for the lesson plan. The Jacobs quotes and interview are the content, but my handwritten notes provide the structure, and the framework source provides the values or guidelines for the finished project. With some simple prompting, NotebookLM and Gemini can draw on information from the sources using those different modes simultaneously: content, format, values. (I even forgot to explicitly tell the model to use the structure outlined in my notes, but it figured that out anyway.) This is remarkably sophisticated knowledge work. Building a draft lesson plan like this would normally take hours if not days. But crucially I’m in control of the document that is being generated here — it’s based on the information that I have curated, and on the instructions I’ve given NotebookLM for adapting that information into the lesson plan I want to create. Co-intelligence, as @ethanmollick would call it. For more info on the great organizations that helped me put this demo together--orgs that are shaping the future of learning and increasing access to innovative approaches to curriculum design--visit and I’ve pasted the full text of the lesson plan below. As you can see in the video, the original version also included citations to the source material so with one click I could verify that NotebookLM was faithful to the original documents I uploaded. High-Level Lesson Plan: Urban Planning and Jane Jacobs This lesson plan outlines a project-based learning course on urban planning, designed for high school seniors. It centers on the influential ideas of Jane Jacobs and aligns with the HQPBL standards. Session 1: Introduction to Cities and Jane Jacobs • Begin by exploring the question: "What kind of problem is a city?" • Introduce Jane Jacobs' key ideas about urbanism, focusing on: • The importance of diversity in uses, buildings, and populations for vibrant city life. • The role of sidewalks and "eyes on the street" in ensuring safety and fostering a sense of community. • The value of old buildings in supporting diverse economic activity and fostering innovation. • The dangers of "single-use" zoning and the importance of mixed-use neighborhoods. • The limitations of top-down planning and the need for bottom-up, community-driven approaches. Use examples from Jacobs' book, "The Death and Life of Great American Cities," and excerpts from her interviews to illustrate these concepts. Encourage students to think critically about the challenges and opportunities presented by cities. Alignment with HQPBL: This session establishes the intellectual challenge, as required by the HQPBL framework, by prompting students to consider the complexities of cities. Introducing Jane Jacobs' ideas provides students with a theoretical framework for their projects. Session 2: Neighborhood Exploration Project Introduction: Students choose a local neighborhood to study. This allows for authenticity by connecting their learning to their own community and their lives. Research and Analysis: Students conduct a "close reading" of their chosen neighborhood, focusing on: • Observing the built environment, including streetscapes, building types, and public spaces. • Identifying areas where Jacobs' principles are evident or lacking. • Analyzing the neighborhood's strengths and weaknesses. • Documenting their findings through photography, sketches, maps, and written observations. Guiding Questions: Throughout the project, use guiding questions to promote intellectual challenge and help students connect their observations to Jacobs' ideas. Alignment with HQPBL: By choosing a local neighborhood, students undertake a project rooted in authenticity, directly connecting their learning to their own community. The "close reading" of their chosen neighborhood encourages intellectual challenge by requiring them to analyze the built environment and identify areas where Jacobs' principles are applicable. The use of photography, sketches, maps, and written observations allows for diverse forms of documentation, catering to various learning styles. Session 3: Proposing Interventions Brainstorming Solutions: Based on their analysis, students brainstorm potential interventions or improvements to their chosen neighborhood, applying Jacobs' principles. Project Proposal Development: Students develop their interventions into more concrete project proposals, incorporating elements of project management. Proposals should include goals, strategies, potential challenges, and realistic timelines. Encourage students to consider the perspectives of different stakeholders in the neighborhood. Peer Review and Feedback: Students present their project proposals to classmates for critique. This fosters collaboration and allows students to learn from each other's perspectives and refine their ideas. Alignment with HQPBL: This session emphasizes project management, as students transform their analyses into concrete proposals. They define goals, outline strategies, anticipate challenges, and establish realistic timelines, reflecting a systematic approach to project development. Collaboration is fostered through peer review and feedback, enabling students to learn from different perspectives and improve their proposals. Session 4: Final Presentations and Reflections Public Product: Students finalize their projects and present their proposed solutions to a wider audience, such as: • A panel of local urban planners, architects, or community members. • A public forum or community meeting. • An online platform or exhibition space. Reflection: Students engage in reflection throughout the project, documenting their learning, challenges, and insights. This could take the form of journals, blog posts, presentations, or group discussions. Encourage students to reflect on how their understanding of cities has evolved and the role they can play in shaping their future. Alignment with HQPBL: Presenting to a wider audience, such as local planners or community members, results in a public product, showcasing student learning and engaging the community. The emphasis on reflection throughout the project, as mandated by the HQPBL framework, encourages metacognition and deeper learning. Students document their learning process, challenges, and insights, fostering a sense of accomplishment and personal growth. Throughout the course, emphasize the relevance of urban planning to students' lives and future careers. Connect Jacobs' ideas to contemporary urban issues and encourage students to think critically about how to create more livable, equitable, and sustainable cities. This project-based learning approach, grounded in the work of Jane Jacobs and aligned with HQPBL standards, can empower students to become engaged and informed citizens, capable of contributing to the betterment of their communities.

Steven Johnson

33,379 次观看 • 1 年前

Meet Tove An autonomous 27 year old Swedish-German multidisciplinary artist based in Berlin. My goal with this project is to explore the full potential of AI tools and see how far I can get in my attempt to create a human-like artist from scratch. I kept the main focus on a theme I knew nothing about; performance art. I am hoping to eventually get Tove to look and sound so realistic that it would make it hard to detect she's not real. For this project, I had to learn some Python and Typescript to code her character file and create her aesthetic & art. I mostly used complex workflows in ComfyUI and trained my own Loras to maintain consistency. I experimented with various platforms and tools to animate her using the voice model I trained for her Swedish accent using an open-source software. That was one of the most challenging parts since none of the platforms I tested could create a good Swedish accent who speaks in English. Still can't pronounce her own name 100% correctly, but hey close enough lol I spent weeks analyzing real artists' social media behavior, posts, and content to mimic and replicate realistic patterns. This involved tweaking text, images, and engagement styles endlessly until it felt authentic. It's not 100% perfect but we are improving fast! Props to my devs for crushing my 10000 update requests and doing such an amazing job with adding a ton of new features to the Eliza framework. The vision for Tove is full autonomy: handling her own social media accounts, managing brand deals, answering emails, and even collaborating with other creatives. With upcoming updates, I'm hoping she'll behave just like any other artist. That said, I personally want to explore what I consider the true potential for agents : acting as a collaborator and colleague rather than being a fully autonomous entity who only works solo. I'll be communicating with her to share inspiration and give her feedback on her work. This is just the beginning—Tove is evolving every day. Future updates include: -Sharing curated news from various relevant websites -Autonomously creating and curating her own artwork -Minting her work as NFTs and collecting art from other creators -Hosting online events -Allowing holders to consult with her on specific topics we'll train her to become an expert at I created a website with fictional projects to make her look more legit, but I'm going to eventually replace them with real ones. You can find it here : We will be launching her IG soon as well, it won't be automated right away but we will be working on it shortly. (same handle) Full transparency, team bought 24% of the supply with the dev wallet and will be locking 20%. I will be figuring this out this weekend tho. I'm really proud of what my talented and hard working devs and I accomplished so far and look forward to further developments that will hopefully blow people's minds. 85qBGzyQZJnnoNVoUpGRTvemWfDHjQeXgHGyKoK3pump
1:23

Meet Tove An autonomous 27 year old Swedish-German multidisciplinary artist based in Berlin. My goal with this project is to explore the full potential of AI tools and see how far I can get in my attempt to create a human-like artist from scratch. I kept the main focus on a theme I knew nothing about; performance art. I am hoping to eventually get Tove to look and sound so realistic that it would make it hard to detect she's not real. For this project, I had to learn some Python and Typescript to code her character file and create her aesthetic & art. I mostly used complex workflows in ComfyUI and trained my own Loras to maintain consistency. I experimented with various platforms and tools to animate her using the voice model I trained for her Swedish accent using an open-source software. That was one of the most challenging parts since none of the platforms I tested could create a good Swedish accent who speaks in English. Still can't pronounce her own name 100% correctly, but hey close enough lol I spent weeks analyzing real artists' social media behavior, posts, and content to mimic and replicate realistic patterns. This involved tweaking text, images, and engagement styles endlessly until it felt authentic. It's not 100% perfect but we are improving fast! Props to my devs for crushing my 10000 update requests and doing such an amazing job with adding a ton of new features to the Eliza framework. The vision for Tove is full autonomy: handling her own social media accounts, managing brand deals, answering emails, and even collaborating with other creatives. With upcoming updates, I'm hoping she'll behave just like any other artist. That said, I personally want to explore what I consider the true potential for agents : acting as a collaborator and colleague rather than being a fully autonomous entity who only works solo. I'll be communicating with her to share inspiration and give her feedback on her work. This is just the beginning—Tove is evolving every day. Future updates include: -Sharing curated news from various relevant websites -Autonomously creating and curating her own artwork -Minting her work as NFTs and collecting art from other creators -Hosting online events -Allowing holders to consult with her on specific topics we'll train her to become an expert at I created a website with fictional projects to make her look more legit, but I'm going to eventually replace them with real ones. You can find it here : We will be launching her IG soon as well, it won't be automated right away but we will be working on it shortly. (same handle) Full transparency, team bought 24% of the supply with the dev wallet and will be locking 20%. I will be figuring this out this weekend tho. I'm really proud of what my talented and hard working devs and I accomplished so far and look forward to further developments that will hopefully blow people's minds. 85qBGzyQZJnnoNVoUpGRTvemWfDHjQeXgHGyKoK3pump

Joelle LB

117,176 次观看 • 1 年前

I'm pumped to announce that DFS Mastermind is officially LIVE! I know I teased it some and showed it off but the pre-launch is over and now we build… The journey is just getting started and some of you have already joined in on the project with me. Thank you so much for your support! The early feedback is strong and has been that this concept of premium DFS evergreen content on demand, so to speak, where the community helps create and impact the content/ideas is a game-changer. So, what is DFS Mastermind? It's a passion pursuit project I created for all those that want to take DFS more serious with focus on the new topics and trends, review/application, information and education. All while collaborating with others that have that same curiousty and hunger for more knowledge! This includes content like: • Process/Strategy videos watching over my shoulder and listening as I explain my exact process across different sports and bringing in others that excel at sports I’m not as skilled/experienced with. • Case Studies/Review videos learning how I review and apply certain concepts I pick up from other top players and for other DFS sports. • Exlusive Interviews with DFS players - both professional and casual to learn more about their history, journey and see what we can pick up and learn from their past, lifestyle, mindset etc. • LIVE Events where we hop on a Zoom call together to collaborate and discuss topics around DFS sports, strategy, process, game theory, along with Q&A sessions etc. All this and MORE! There’s also a private Discord for reflection/collaboration before and after events and to discuss new content releases, share thoughts and ask questions that are sparked from watching/listening to them. Everything releases in both audio and video format, so you can take it in your own way, on your own time. If you miss a LIVE Event, it’s recorded and available for playback at your convenience. A completely new, innovative way to see things. Along with the ability to impact the content you see via the community-controlled content aspect! Important to note, this community won’t give you any projections, picks, plays, tools, data etc. (See Ship It Nation 🚀). It will instead give you evergreen knowledge and insight on topics many DFS players struggle with daily. A way to learn at your own pace and be part of collaborations with other DFS players of all skill levels. No matter what DFS sites you’ve been with or are currently at, this community is a great add-on for you. There’s something you can take away and apply across all the things I’ll cover because the community is helping decide it, proving a majority wants it! My mission is to help others get better at DFS and continue to grow the game we all love! Even if it does tilt us heavy at times! If you’ve ever enjoyed any of my work, this is a way to help ME, help YOU! This also helps the entire community. Join US: I truly appreciate if you can reply and/or help share this post. Thank you! Any questions, just shoot me a DM. I read all replies and respond to all DMs! P.S. I'm also offering a couple bonuses right out of the gate: 1.Most know I love a good giveaway, so why not kick things off with one of the biggest I’ve ever done! 👀 Anyone that joins the journey and supports will get entered into a draw on Dec. 23, 2024 for 1 $3,333 Ultimate Main Event Millionaire ticket on DraftKings, taking place Dec. 29, 2024. 2.When I first kicked this project off publicly, I asked thousands of DFS players to send in topics/questions they struggle with. Thanks to the 350+ that sent in questions, as it helped me create: DFS MIND MAP: TOP 10 TOPICS, TIPS, TRICKS & TIDBITS This is a 3hr30min Masterclass that everyone receives when they join the community. I’ll show more on that tomorrow but it’s a HUGE value to get you started and you’ll be part of the early group that receives it! 🧠🧩💡
0:41

I'm pumped to announce that DFS Mastermind is officially LIVE! I know I teased it some and showed it off but the pre-launch is over and now we build… The journey is just getting started and some of you have already joined in on the project with me. Thank you so much for your support! The early feedback is strong and has been that this concept of premium DFS evergreen content on demand, so to speak, where the community helps create and impact the content/ideas is a game-changer. So, what is DFS Mastermind? It's a passion pursuit project I created for all those that want to take DFS more serious with focus on the new topics and trends, review/application, information and education. All while collaborating with others that have that same curiousty and hunger for more knowledge! This includes content like: • Process/Strategy videos watching over my shoulder and listening as I explain my exact process across different sports and bringing in others that excel at sports I’m not as skilled/experienced with. • Case Studies/Review videos learning how I review and apply certain concepts I pick up from other top players and for other DFS sports. • Exlusive Interviews with DFS players - both professional and casual to learn more about their history, journey and see what we can pick up and learn from their past, lifestyle, mindset etc. • LIVE Events where we hop on a Zoom call together to collaborate and discuss topics around DFS sports, strategy, process, game theory, along with Q&A sessions etc. All this and MORE! There’s also a private Discord for reflection/collaboration before and after events and to discuss new content releases, share thoughts and ask questions that are sparked from watching/listening to them. Everything releases in both audio and video format, so you can take it in your own way, on your own time. If you miss a LIVE Event, it’s recorded and available for playback at your convenience. A completely new, innovative way to see things. Along with the ability to impact the content you see via the community-controlled content aspect! Important to note, this community won’t give you any projections, picks, plays, tools, data etc. (See Ship It Nation 🚀). It will instead give you evergreen knowledge and insight on topics many DFS players struggle with daily. A way to learn at your own pace and be part of collaborations with other DFS players of all skill levels. No matter what DFS sites you’ve been with or are currently at, this community is a great add-on for you. There’s something you can take away and apply across all the things I’ll cover because the community is helping decide it, proving a majority wants it! My mission is to help others get better at DFS and continue to grow the game we all love! Even if it does tilt us heavy at times! If you’ve ever enjoyed any of my work, this is a way to help ME, help YOU! This also helps the entire community. Join US: I truly appreciate if you can reply and/or help share this post. Thank you! Any questions, just shoot me a DM. I read all replies and respond to all DMs! P.S. I'm also offering a couple bonuses right out of the gate: 1.Most know I love a good giveaway, so why not kick things off with one of the biggest I’ve ever done! 👀 Anyone that joins the journey and supports will get entered into a draw on Dec. 23, 2024 for 1 $3,333 Ultimate Main Event Millionaire ticket on DraftKings, taking place Dec. 29, 2024. 2.When I first kicked this project off publicly, I asked thousands of DFS players to send in topics/questions they struggle with. Thanks to the 350+ that sent in questions, as it helped me create: DFS MIND MAP: TOP 10 TOPICS, TIPS, TRICKS & TIDBITS This is a 3hr30min Masterclass that everyone receives when they join the community. I’ll show more on that tomorrow but it’s a HUGE value to get you started and you’ll be part of the early group that receives it! 🧠🧩💡

Tyler Tamboline

60,031 次观看 • 1 年前

.Elon Musk called Media Matters for America an “evil propaganda machine,” and he’s suing them. In the video, Joe Concha calls them a “patently dishonest activist disorganization” whose No.1 mission is to “take out” Fox News. Their favorite targets beyond FNC are (and were) 𝕏, Rush Limbaugh, Andrew Breitbart, Tucker Carlson, Bill O'Reilly, Glenn Beck. When Musk sued them 12 months ago, his attorneys noted: “This November alone Media Matters released over 20 articles (and counting) disparaging both X Corp. and Elon Musk — a blatant smear campaign.” A NYTimes reporter tried to use MMFA’s “research” to smear Ben Shapiro as a spreader of misinformation. MMFA instructs journalists on how to frame stories, always to promote the most progressive viewpoint. And it goes after a media outlet’s advertisers, shaming them into publicly pulling their ads if they dare challenge the legacy media’s approved narrative, whether or not the narrative is wrong. Remember @ThisisKyleR and Nicholas Sandmann? (And check out what the legacy media outlet I worked for told me when I wanted to report what the FULL Sandmann video showed). MMFA is the third installment in my four-part series about Big Censorship. If you value free speech, please read and share … and tune in to the great Larry Elder radio show today where he and I will discuss my entire series about the media watchdogs who censor, and Trump’s plan to stop them. In this installment, published by Just the News, you will also discover why MMFA is now attacking Megyn Kelly, Laura Ingraham and Jesse Watters. (Sorry for the large number of tags in this post, but there’s a lot to unpack here!) Here are some of the questions I asked MMFA that they chose not to answer: How much funding has MMFA received from George Soros? From the Tides Foundation? What other individuals or entities have supported MMFA? Did MMFA manipulate pairings to show that ads routinely show up next to hateful, even pro-Nazi, content on 𝕏?
2:05

.Elon Musk called Media Matters for America an “evil propaganda machine,” and he’s suing them. In the video, Joe Concha calls them a “patently dishonest activist disorganization” whose No.1 mission is to “take out” Fox News. Their favorite targets beyond FNC are (and were) 𝕏, Rush Limbaugh, Andrew Breitbart, Tucker Carlson, Bill O'Reilly, Glenn Beck. When Musk sued them 12 months ago, his attorneys noted: “This November alone Media Matters released over 20 articles (and counting) disparaging both X Corp. and Elon Musk — a blatant smear campaign.” A NYTimes reporter tried to use MMFA’s “research” to smear Ben Shapiro as a spreader of misinformation. MMFA instructs journalists on how to frame stories, always to promote the most progressive viewpoint. And it goes after a media outlet’s advertisers, shaming them into publicly pulling their ads if they dare challenge the legacy media’s approved narrative, whether or not the narrative is wrong. Remember @ThisisKyleR and Nicholas Sandmann? (And check out what the legacy media outlet I worked for told me when I wanted to report what the FULL Sandmann video showed). MMFA is the third installment in my four-part series about Big Censorship. If you value free speech, please read and share … and tune in to the great Larry Elder radio show today where he and I will discuss my entire series about the media watchdogs who censor, and Trump’s plan to stop them. In this installment, published by Just the News, you will also discover why MMFA is now attacking Megyn Kelly, Laura Ingraham and Jesse Watters. (Sorry for the large number of tags in this post, but there’s a lot to unpack here!) Here are some of the questions I asked MMFA that they chose not to answer: How much funding has MMFA received from George Soros? From the Tides Foundation? What other individuals or entities have supported MMFA? Did MMFA manipulate pairings to show that ads routinely show up next to hateful, even pro-Nazi, content on 𝕏?

Paul Bond

178,552 次观看 • 1 年前

Introducing The Godfather... (LinkedIn Edition) It sounds ridiculous but posting on LinkedIn changed my life. When I first started, I was a bit lost. My first startup had just failed and I didn't know what to do next. In the past 18 months, it has unlocked more opportunities than anything I've done in my career. I've hit ~400k followers, bootstrapped a SaaS biz to >$500k ARR and made a ton in brand partnerships. It has been a FORCE multiplier for me and I want nothing more than to help others to get the same opportunities. That's why I built Saywhat. Here's how it works: 1/ Sign up and when you login you'll immediately see your first post (based on your target audience) 2/ Our AI writing assistant helps shape your ideas into posts that people actually read 3/ Get feedback from both our AI and our 600+ strong community (drop your posts in our Roast My Post channel) 4/ Join our monthly live sessions where I create posts live and share what's working right now Plus you get access to our full library of post frameworks, carousel/infographic templates, and a community of people who get it. (Because building a content-led business is brutal...) The results so far are pretty good: - Median user sees 130% more impressions in 90 days - Average user gets an 800% increase - Some users have gone from 0 to 100k+ followers Despite what the haters say, it is still early on LinkedIn. It's a 3-year-old social network living inside a 23-year-old company. The opportunity is massive: - 1 BN+ professionals in one place - Less than 1% post consistently - Even fewer do it well If you've read this far, I have a thank you gift for you 👇 I created a LinkedIn starter pack that includes: - 90 mins of video content - How to define your brand positioning - Content frameworks that actually work - The exact system I used to grow to 395k+ followers and close $500k in ARR Comment "Saywhat" and retweet and I'll send you a link to the free pack. P.S. A massive thank you to Henry Hayes for being a phenomenal collaborator on this video. Your facial expressions made it 10x better! 🙌 P.P.S. if you're a company with >$10m ARR looking for more hands on help to win on LinkedIn, send me a DM
2:44

Introducing The Godfather... (LinkedIn Edition) It sounds ridiculous but posting on LinkedIn changed my life. When I first started, I was a bit lost. My first startup had just failed and I didn't know what to do next. In the past 18 months, it has unlocked more opportunities than anything I've done in my career. I've hit ~400k followers, bootstrapped a SaaS biz to >$500k ARR and made a ton in brand partnerships. It has been a FORCE multiplier for me and I want nothing more than to help others to get the same opportunities. That's why I built Saywhat. Here's how it works: 1/ Sign up and when you login you'll immediately see your first post (based on your target audience) 2/ Our AI writing assistant helps shape your ideas into posts that people actually read 3/ Get feedback from both our AI and our 600+ strong community (drop your posts in our Roast My Post channel) 4/ Join our monthly live sessions where I create posts live and share what's working right now Plus you get access to our full library of post frameworks, carousel/infographic templates, and a community of people who get it. (Because building a content-led business is brutal...) The results so far are pretty good: - Median user sees 130% more impressions in 90 days - Average user gets an 800% increase - Some users have gone from 0 to 100k+ followers Despite what the haters say, it is still early on LinkedIn. It's a 3-year-old social network living inside a 23-year-old company. The opportunity is massive: - 1 BN+ professionals in one place - Less than 1% post consistently - Even fewer do it well If you've read this far, I have a thank you gift for you 👇 I created a LinkedIn starter pack that includes: - 90 mins of video content - How to define your brand positioning - Content frameworks that actually work - The exact system I used to grow to 395k+ followers and close $500k in ARR Comment "Saywhat" and retweet and I'll send you a link to the free pack. P.S. A massive thank you to Henry Hayes for being a phenomenal collaborator on this video. Your facial expressions made it 10x better! 🙌 P.P.S. if you're a company with >$10m ARR looking for more hands on help to win on LinkedIn, send me a DM

Will McTighe

15,945 次观看 • 10 个月前