Uploaded December 2024 | Updated September 2026, 2 weeks ago
My AI physics experiment caught Elon Musk's attention on X. Here's how a viral thread turned into building ScienceFlow - an open-source AI tool that automates the entire scientific discovery pipeline, from idea to published research paper 🧬 I built this tool to prove mathematical theorems automatically, this avoids flooding peer reviewers at reputable journals with unverified AI generated research, and i'll explain why mathematical verifiability is so important. Watch how it works, why Elon thinks "it will be real," and how it could help prevent $1.3 trillion in software bugs. Enjoy!
Code:
github.com/llSourcell/ScienceFlow
Want more AI/ML education? Connect with me here:
X: https://x.com/sirajraval
Instagram: instagram.com/sirajraval
Linkedin: linkedin.com/in/sirajraval
TikTok: tiktok.com/@sirajraval
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⌚ TIMESTAMPS:
0:00 The viral tweet that got Elon's attention
1:30 $1.3 trillion lost due to software glitches
3:10 Introducing ScienceFlow: automating research with AI
5:20 Why number theory is perfect for AI formal verification
7:15 How Lean proves math rigorously compared to Python
9:00 Exploring Alpha Geometry and its groundbreaking techniques
11:00 Practical applications of theorem proving in real-world systems
13:10 Building ScienceFlow with Claude and Python Flask
16:00 Peer review agents for AI-generated mathematical conjectures
18:30 Accelerating scientific discovery by 1000x with AI
19:30 Final thoughts: AI’s potential to solve big challenges
Design your own AI trading bot (no code):
tradergpt.co
Join my AI Sports Betting community:
https://wagergpt.xyz/
Don't forget to like, share, and subscribe for more deep dives into AI advancements!
AlphaFold 1 explained:
youtube.com/watch?v=cw6_OP5An8s
AlphaFold 2 explained:
youtube.com/watch?v=GQH-zWUylPY
I Asked O1-Preview to reproduce O1-Preview:
youtu.be/sf7Ntg72qCI
I Built a Sports Betting Bot with ChatGPT:
youtu.be/IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
🔔 Subscribe and hit the notification bell to join the AI revolution!
My AI physics experiment caught Elon Musk's attention on X. Here's how a viral thread turned into building ScienceFlow - an open-source AI tool that automates the entire scientific discovery pipeline, from idea to published research paper 🧬 I built this tool to prove mathematical theorems automatically, this avoids flooding peer reviewers at reputable journals with unverified AI generated research, and i'll explain why mathematical verifiability is so important. Watch how it works, why Elon thinks "it will be real," and how it could help prevent $1.3 trillion in software bugs. Enjoy!
Code:
github.com/llSourcell/ScienceFlow
Want more AI/ML education? Connect with me here:
X: https://x.com/sirajraval
Instagram: instagram.com/sirajraval
Linkedin: linkedin.com/in/sirajraval
TikTok: tiktok.com/@sirajraval
Facebook: facebook.com/sirajology
Get Recall: getrecall.ai/?t=siraj
Promocode: Siraj30 for 30% of
⌚ TIMESTAMPS:
0:00 The viral tweet that got Elon's attention
1:30 $1.3 trillion lost due to software glitches
3:10 Introducing ScienceFlow: automating research with AI
5:20 Why number theory is perfect for AI formal verification
7:15 How Lean proves math rigorously compared to Python
9:00 Exploring Alpha Geometry and its groundbreaking techniques
11:00 Practical applications of theorem proving in real-world systems
13:10 Building ScienceFlow with Claude and Python Flask
16:00 Peer review agents for AI-generated mathematical conjectures
18:30 Accelerating scientific discovery by 1000x with AI
19:30 Final thoughts: AI’s potential to solve big challenges
Design your own AI trading bot (no code):
tradergpt.co
Join my AI Sports Betting community:
https://wagergpt.xyz/
Don't forget to like, share, and subscribe for more deep dives into AI advancements!
AlphaFold 1 explained:
youtube.com/watch?v=cw6_OP5An8s
AlphaFold 2 explained:
youtube.com/watch?v=GQH-zWUylPY
I Asked O1-Preview to reproduce O1-Preview:
youtu.be/sf7Ntg72qCI
I Built a Sports Betting Bot with ChatGPT:
youtu.be/IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
youtube.com/watch?v=on623d5EfPw
🔔 Subscribe and hit the notification bell to join the AI revolution!










![I Used AlphaFold 3 To Cure Cancer (Tutorial)
I asked Claude to find a cancer protein with no known cure and design a potential cure (that it codenamed DualStrike). Then I used Googles AlphaFold 3 to simulate its effectiveness. The results showed that DualStrike (a novel treatment for Lymphoma [Blood Cancer]) can theoretically increase the 5 year survival rate of from 80% up to 90-95%. Finally, I asked ChatGPTs o1-preview to write an end-to-end research paper on the process to enable any elementary biochemist to verify the in-silico results with a wet-lab. In this video, Ill explain each step I took so that you can do the same for your own creative ideas around Scientific discovery. The year is 2025 and AI is truly democratizing Science to a level where any human on Earth with enough motivation can make a meaningful contribution using AI tools effectively. I hope this video inspires Wizards around the world to use AI for Scientific discovery. Enjoy!
Code & Research Paper:
https://github.com/llSourcell/DualStrike_AI_For_Lymphoma
Sign up for HPC-AI:
https://hpc-ai.com/account/signup?invitation_code=invite_c3HJ41XXWr
Want more AI/ML education? Connect with me here:
X: https://x.com/sirajraval
Instagram: https://www.instagram.com/sirajraval
Linkedin: https://www.linkedin.com/in/sirajraval/
TikTok: https://www.tiktok.com/@sirajraval
Facebook: https://www.facebook.com/sirajology
Design your own AI trading bot (no code):
https://www.tradergpt.co
Join my AI Sports Betting community:
https://wagergpt.xyz/
⏱️ **Chapters:**
0:00 Introduction: Using AI to Design a Novel Cancer Treatment
1:16 Introducing Sponsor: HPC AIs Computing Cluster
1:59 The Big Deal: Introduction to AlphaFold
2:06 Evolution of AlphaFold: From Version 1 to 3
2:59 Finding a Missing Protein in the AlphaFold Database
4:17 Identifying the NPM-ALK Fusion Protein
4:43 Generating the FASTA Sequence with Claude
5:41 Understanding Protein Folding and AIs Role
6:35 Designing a Potential Treatment with AI
7:03 Developing a Dual-Site Inhibitor with Claude
7:54 Generating 3D Models with AlphaFold
8:38 Testing the Inhibitor with Molecular Docking Software (MolModa)
10:30 Generating the Research Paper and Code with o1-preview
13:27 Prompt Hack: Improving AI Outputs
13:41 Utilizing HPC AIs Computing Cluster for Experiments
14:31 Conclusion and Encouragement to Innovate with AI
15:14 Outro and Closing Remarks
Dont forget to like, share, and subscribe for more deep dives into AI advancements!
AlphaFold 1 explained:
https://www.youtube.com/watch?v=cw6_OP5An8s
AlphaFold 2 explained:
https://www.youtube.com/watch?v=GQH-zWUylPY
I Asked O1-Preview to reproduce O1-Preview:
https://youtu.be/sf7Ntg72qCI
I Built a Sports Betting Bot with ChatGPT:
https://youtu.be/IDthta5sUGQ
I Built a Trading Bot with ChatGPT:
https://www.youtube.com/watch?v=fhBw3j_O9LE
Watch ChatGPT Build an AI Startup:
https://www.youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
https://www.youtube.com/watch?v=on623d5EfPw
Watch Me Build a Startup Playlist:
https://www.youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1
🔔 Subscribe and hit the notification bell to join the AI revolution! I Used AlphaFold 3 To Cure Cancer (Tutorial)](https://i.ytimg.com/vi/kll90oM9CoQ/mqdefault.jpg)