Attawut Nardkulpat
@attawutnp
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SAR & Space Intelligence | Defense analytics & BDA | GeoAI, Multisensor EO, systems & strategy | PhD · ISU SHSSP
Joined October 2018
Tokenization is changing. It has been the part of the stack nobody cared about until models started eating tons of text for breakfast. Tokenization is the step that turns raw text into token IDs so a model can actually do math on it, deciding whether “Steve job's daughter btw”
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Macroeconomics is the study of the economy as a whole. It helps you understand the bigger picture of money. Here are 15 core principles of macroeconomics:
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Dr. David Sinclair is one of the world's leading longevity scientists. In a conversation with Dr. Huberman, he broke down what actually drives ageing at the cellular level. His 10 important insights on slowing, and potentially reversing, aging:
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The agentic AI cybersecurity market is expected to reach $94B by 2030 (25% CAGR), according to grand view research. Notable names to watch: $CRWD, $NET, $ZS, $PANW, with $RBRK being my personal favorite.
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Robots are not a future trend. They are already embedded in how the global economy runs, and the market is steadily repricing that reality across multiple layers of the stack. This theme is bigger than humanoids or factory arms. It is automation at every level, from software
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MIT just published a 26-page report on AI (2025). Hope this is useful.
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$PLTR is about to close an incredibly strong year, with the stock up 145% so far. How $PLTR makes money 👇
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For 20 years, you’ve used Google Earth to understand our planet. 2025 was the year you used our new professional tools to change it. 🌍 https://t.co/ObyIXG2BUA This year, we launched the tools to help you work #onEarth: 📂 Earth Data Catalog: You accessed rich data layers like
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Google AI Ecosystem Tools:- Gemini Gemini AI Mode NotebookLM Google Workspace Gmail Google Docs Google Sheets Google Slides Google Calendar Google Meet Google Drive Browser & Research Google Chrome Data & Analytics Google Analytics Looker Studio BigQuery Follow @Tec_Fardin
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Von Neumann was the man 🔥🔥
von Neumann gave us "zero-sum" in 1944 and it's one of my favorite examples of linguistic compression. Two words that mean “strictly competitive, fixed pie, stop looking for win-wins.” The term's real gift: it reveals the default human assumption that life is chess and value
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9 AI Skills to master in 2026 📚📘
Nano Banana Pro is insane 🍌🤯 Combine it with @Gammaapp and you basically get a full creative studio… inside your browser. No design tools. No Photoshop. Just prompts. Here’s what I tested ↓
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Layers of AI Artificial intelligence is not a single technology but a layered system where each level builds on the previous one. It starts with AI as the broad concept, moves into machine learning that learns from data, neural networks inspired by the human brain, and deep
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SpaceX Ecosystem Control: $TSLA Competitors: $RKLB $FLY $ASTS Partners: $PL $SATS $AMZN Starlink: $TMUS $QCOM Investors: $GOOGL $BAC $DXYZ $XOVR
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My top 10 books 2025 @andrewrsorkin @adamjkucharski @KevinJTraceyMD @PeterHotez @MichaelEMann @matthewcobb @mtosterholm @carlzimmer @DrTomFrieden @RayDorseyMD @MichaelOkun Daria Mochly-Rosen
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