Joyal augusty | MERN Dev

5/ Improve and reuse Clean the output, save it to a file, or reuse the script for other sites. Once it works, repeat the same process for different data. Feels like one small script can unlock a lot.

4/ Run and extract data Paste the code into VS Code and run it. Fix small errors if needed. The script will fetch and print data like top movie titles. Adjust selectors if something breaks.

Python Web Scraping with ChatGPT👇

I keep hearing the 'what do I do' question inside my head

@Iamjuscelino exactly

@JoyalMA7 AI growth agency arbitrage in 2026 is finding the boring industry that everyone underestimates. Manufacturing, healthcare admin, government adjacent. High budgets, low AI penetration, repeatable wins.

high growth AI agency business model

5/ Set up and scale Use tools to automate payments, forms, and follow-ups. Deliver results consistently, then hire VAs on commission to handle outreach and support. Focus on keeping clients long term. Control starts when systems replace effort.

4/ Close with clear ROI On the call, don’t explain tech. Show how many leads or reviews they can gain and what that means in money. Keep it simple and direct, then ask for the sale. People decide fast when value feels obvious.

@sama at what point does helping people quietly turn into replacing them

we want to build tools to augment and elevate people, not entities to replace them.

4. Different types Some networks just pass data forward like a simple script. Some are good with images, like recognizing objects in photos. Others remember previous inputs, so they work well for things like predicting future data or sequences.

3. How it learns You train it with input and correct output, like test cases. If the output is wrong, it updates its internal values slightly, like fixing logic in code. It keeps running again and again until the results become more accurate.

how Neural Networks works👇