
🎓 PhD student & serial founder 🤖 Building AI that helps researchers 🚀 Founder @nubint_ai 📖 Breaking down deep tech news
Joined January 2024
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Bill Gates, Google and Nvidia backed a machine that hasn't switched on yet.
$4B raised.
Problem & tech
Data centres: up to 12% of US power by 2028. Stronger magnets, smaller machine.
Market & money
Google signed to buy 200 MW.
Insight
The magnet worked. Now it's the date.
Gates and Bezos backed an AI that hunts for copper.
It's now digging a 1.7 km mine.
Problem & tech
New copper finds cost 3x more. Software picks where to drill.
Market & money
IEA: 30% copper gap by 2035. ~$1B raised.
Insight
The algorithm isn't the moat. The ground is.
Hey founders!
Looking to connect with people in:
🍽️ SaaS
🚀 Tech
📲 Automation
🧠 AI tools
📈 Ecom
📱Product development
🔥 Web APP
💻 Devs
Drop what you’ve been working in this new week
Founders must stop trying to building 2010-era businesses with 2026-era technology.
Don't try to rebuild Foursquare or Yelp.
Don't try to recreate Basecamp by 37 Signals with $10/mo SaaS pricing.
Don't underprice! If it works it's worth a lot more.
Don't be tempted to become "Tech enabled PE" with revenue tricks.
The rules of tech changed with AI. Play the new game.
You should want to control and host your own memory
It’s the one thing that you should be able to take to any platform
Watch for this to be a defining battle in the new browser war: the AI harness wars of 2027
Last March, Nature published something remarkable.
An AI that runs science end to end.
Ideas. Experiments. Manuscript. Peer review passed.
The role of a researcher is changing — fast.
📄 Paper: nature.com/articles/s41586-0…
#airesearch #academicai
Informative
PhD Students — How to structure your PhD Thesis?
Divide your thesis into the following 8 sections
𝟏. 𝐀𝐛𝐬𝐭𝐫𝐚𝐜𝐭
➝ Summarize the essence of your research
➝ Keep it concise and informative
𝟐. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧
➝ Set the stage by outlining the research problem.
➝ Clearly state your research objectives
𝟑. 𝐋𝐢𝐭𝐞𝐫𝐚𝐭𝐮𝐫𝐞 𝐑𝐞𝐯𝐢𝐞𝐰
➝ Demonstrate your understanding of the field.
➝ Identify gaps in the current knowledge.
𝟒. 𝐌𝐞𝐭𝐡𝐨𝐝𝐨𝐥𝐨𝐠𝐲
➝ Describe the research methods and processes.
➝ Explain why these methods are suitable.
𝟓. 𝐊𝐞𝐲 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬
➝ Highlight significant results of your research.
➝ Discuss how findings relate to original hypotheses.
𝟔. 𝐀𝐝𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐑𝐞𝐬𝐮𝐥𝐭𝐬
➝ Supplementary data to supports main findings.
➝ Organize data coherently to complement results.
𝟕. 𝐂𝐨𝐧𝐜𝐥𝐮𝐬𝐢𝐨𝐧𝐬
➝ Summarize the main contributions of your research.
➝ Discuss the implications of your findings.
𝟖. 𝐅𝐮𝐭𝐮𝐫𝐞 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡
➝ Suggest areas for further investigation.
➝ Highlight the potential for new questions in the field.
College vs. Grad School
College: A place where you can study and date.
Grad school: A place where you can only study.
#gradschool #phdlife
A strong Introduction does 3 things:
Context → Gap → Contribution.
#gradschool

























