Renato

Most people use AI like a vending machine: they push a button and accept the generic junk food that comes out. 🤖🍔 If you understand how AI actually works, you can get ahead of 99% of users in just 30 days. Here is the 7-step roadmap to becoming a top 1% AI power user.

Step 7: Develop Taste (OCEAN) 🌊 Make the output sound like YOU. Use the OCEAN framework to refine the draft: ✨ O - Original: Ask for non-obvious angles; 🧱 C - Concrete: Demand real examples; 🔍 E - Evident: Show the logic; 🥊 A - Assertive: Force it to pick a side; 📖 N - Narrative: Make it flow like a story. How are you using AI this week?

Step 6: Verify the Illusion 🪄 AI is a generative machine, which means that making things up is why it exists! Always verify. Ask the AI to list its assumptions, cite independent sources, or show its math. 🥼Pro-tip: Run your Grok output through another LLM and ask it to critique the logic!

Most people use AI like a vending machine: they push a button and accept the generic junk food that comes out. 🤖🍔 If you understand how AI actually works, you can get ahead of 99% of users in just 30 days. Here is the 7-step roadmap to becoming a top 1% AI power user.

@capjmk Yes, it is captivating! Published this month, here: pubsonline.informs.org/doi/epdf/10.12…

@aphdnotes Interesting. From when is the study?

Does AI actually make you better at your job, or does it make you lazy and prone to errors? A massive, preregistered field experiment involving 758 consultants at Boston Consulting Group just answered this question. The results are mind-blowing.

@alex_prompter Yes. Your systems decide whether it compounds or overwhelms.

Shipping is the easy part. The real time sink is all the inbox chaos that hits right after. Been testing Wingman for a bit and it handles the stuff founders end up wasting hours on every week. Follow-ups, reminders, customer replies, all the annoying little tasks.

@pablomjarres Yes. Identity needs maintenance too.

Sometimes you gotta take a step back from the grind, from the build and take a moment to think about who are you. Don’t lose yourself.

@gnotnuk Unit economics always catch up...

the number of people shipping ai features without thinking about inference costs is genuinely staggering, like we learned nothing from the cloud era

Source: pubsonline.informs.org/doi/epdf/10.12…

The Takeaway 🧠 We cannot blindly trust AI on autopilot. To survive the future of work, professionals must learn to navigate this "jagged frontier". Knowing exactly when to lean on the algorithm for speed, and when to unplug it and rely entirely on human judgment. Are you mapping the jagged frontier in your own job?

The Great Equalizer ⚖️ Who benefits the most from AI? The juniors. The study revealed that less experienced, lower-skilled workers saw massive improvements in both speed and quality. The highest-skilled, senior workers saw only minor speed gains and actually experienced slight declines in quality. AI levels the playing field!

Tier 2: High Risk (Strictly Regulated) ⚠️ This is where the heavy lifting happens. If your AI impacts critical infrastructure, education, hiring (like AI CV scanners), or healthcare, it is High Risk. Before hitting the market, these systems must prove: ✅High-quality data training; ✅Human oversight; ✅Bulletproof cybersecurity; ✅Detailed risk management.

The Wild West of AI is officially getting a sheriff in EU.🌍 The European Union has introduced the AI Act, which is the world's first comprehensive legal framework for Artificial Intelligence. If you build, buy, or use AI, here is how the new rules will impact you.