Installation (cmd prompt or terminal) : → winget install Microsoft(dot) FoundryLocal (Windows) → brew install microsoft/foundrylocal/ foundrylocal (macOS) Create Al agents that run locally on your machine, no sharing any data with third-parties. https://learn.microsoft.com/en-us/azure/ai-foundry/foundry-local/what-is-foundry-local?view=foundry-classic

Most YouTube channels don’t fail because of bad content. They fail because the niche was wrong from day one. This is what a strong automation niche actually looks like: Evergreen topic. Long watch time. Repeat consumption. No personality dependency. History “for sleep” works not because it’s exciting but because it solves a problem at scale People want to learn and relax. The algorithm rewards that behavior. Here’s the rule most creators ignore: If your niche can’t be systemized, outsourced, and monetized beyond views it’s not a business, it’s content creation. The goal isn’t virality. The goal is predictable demand + retention + automation. Question for you: Does your niche meet these standards or are you hoping effort will fix bad strategy?

SCAM ALERT: This person🔥👉 @Neal Michea 👈🔥 is a piece of shit scammer. SCAM ALERT: LOL I got all your screenshots and the proof you fucking piece of shit scammer. This person needs to be reported to Skool, not the admin here. Please look at the screenshot proof below: @Neal Michea 🖕 🖕@Neal Michea, His profile pic is stolen from Instagram. And subscribe to over 100 free Skool communities just to spam and scam. 🖕@Neal Michea He tries to get you to telegram, pretends to send $30k crypto, then says he received an email saying that you have to send him $200 to receive it. 🖕@Neal Michea He/she is very clever and has everything aligned as so-called proof if you're stupid. And he is over a hundred scammers in this community. But he is the most dangerous so far. You will see all the proof in the attachment. His fake profile image is of a real influencer from Instagram. This is he thread just spamming the same BS on all comments. He also goes to the most popular post like mine and then spams it. https://www.skool.com/@peace-peter-5024?g=data-alchemy @Neal Michea 🖕

A few years ago, “data literacy” meant knowing SQL, dashboards, and how to read a report. Today, AI changed that completely. Now, anyone who can ask the right question can extract insights that once needed a full data team. But here’s the paradox — AI gives everyone access to insights, which means data itself is no longer the advantage. The advantage is now in how you interpret and apply what AI gives you. The winners won’t be those with the biggest datasets — but those with the sharpest sense of what to ask, test, and act on. AI democratized data. But human intuition still decides what matters. The new data alchemist is part analyst, part strategist, part storyteller.

People talk about “finding insights” in their data as if it’s a treasure hunt. But real insight doesn’t just appear — it’s engineered. Every valuable data insight starts with a great question. - What are we really trying to understand? - What variable actually drives this outcome? - What pattern matters, and what’s noise? AI helps us see faster, but not think better — that’s still on us. The best data teams don’t wait for magic moments. They build systems that generate insight consistently. In the end, insight isn’t luck. It’s design, iteration, and interpretation — the real alchemy of intelligence.