Ralfs | AI Compliance

EU AI Act explained simply (thread) If you build or use AI in Europe, this will affect you. I work in audit and focus on AI risk & compliance. Here are the 5 things every company should understand: 1. The EU AI Act classifies AI systems by risk Minimal risk → almost no obligations High-risk → strict compliance requirements 2. High-risk AI includes systems used in: – hiring and recruitment – credit scoring – healthcare – law enforcement 3. Companies must implement: – risk management systems – human oversight – technical documentation – transparency requirements 4. Training data must be documented and monitored Bias and data quality are key compliance risks 5. Non-compliance can lead to serious fines (up to 7% of global turnover for some violations) AI regulation is becoming a new industry. Follow for clear insights on: • EU AI Act • AI governance • AI risk management

@TradingFamilyHQ Treating it like a conversation. Quality > quantity. Most replies are AI anyway, so just being real stands out.

@RalffTum How you doing it . lol

12.3 % engagement today, i guess being human actually works😅

@vai1kai Yeah for sure, started yesterday with 10, gotta keep pushing

Even with 0 followers, you can still grow 🚀

@theberneese Hala madrid😀

Football twitter>>>>>>

@DearS_o_n I started to record myself. Most people don’t realize how they actually sound until they hear it. It worked for me

Normalize this by age 25: 1. Talk slow. 2. Be clear. 3. Never mumble. 4. Don't interrupt. 5. Listen twice more than you talk. To all men, how best can a man best improve his communication skills?

@imalice97 Hello🙏

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@Asym_Alwali Thank you, hope its gonna be worth it

@RalffTum Wow tbh this will affect alot of AI companies glad to see you are solving that.

EU AI Act explained simply (thread) If you build or use AI in Europe, this will affect you. I work in audit and focus on AI risk & compliance. Here are the 5 things every company should understand: 1. The EU AI Act classifies AI systems by risk Minimal risk → almost no obligations High-risk → strict compliance requirements 2. High-risk AI includes systems used in: – hiring and recruitment – credit scoring – healthcare – law enforcement 3. Companies must implement: – risk management systems – human oversight – technical documentation – transparency requirements 4. Training data must be documented and monitored Bias and data quality are key compliance risks 5. Non-compliance can lead to serious fines (up to 7% of global turnover for some violations) AI regulation is becoming a new industry. Follow for clear insights on: • EU AI Act • AI governance • AI risk management

@RealProductGirl Thank you will try my best🙏

@RalffTum Data integrity is important. Thank you for doing this. Looking forward to seeing the final product.

I NEED my feed full of builders. What are you working on right now? I don't care if it's a startup or a weekend side project. If you're building something, I want you on my timeline. Reply and let's connect. 👇

@bod_repuplic Building around AI risk & compliance. Sharing what I learn about making systems reliable so problems dont come back to bite

Promote your self under the comment section.

@HemantDotDev Keep up the good work

Day 70 / 100 >Morning: shoulders at the gym >Clg 9 -5 >Locked in for 3 hrs >Studied Layouts in next.js >Working on a mini project to apply what I learned #100DaysOfCode #Connect #LearnInPublic

@frog_omo For third day progress feels surreal

@RalffTum 🤣No doubt in that

@RealProductGirl Kind of, guardrails are one part, but it’s also about data quality, monitoring, and how the system behaves over time.

@RalffTum Wow! So guardrails for AI?

@Aztekbeatz @OrevaZSN I 100% agree, but it is what it is, i guess that why we are here, to work and to grow personally

@RalffTum @OrevaZSN That’s messed up bc this shoold be THE easiest thing to build.

I am not interested in climbing any corporate ladders. I don't care about job titles. I don't need recognition or fame. I just want to have an income to fund my lifestyle, not be depressed, help other people, and be around good humans.

@crypto_guro @mchulet Fb

@RalffTum @mchulet Hi, let's connect. I’ll FB immediately.

if you are in Tech let's connect and engage 📈💯

@OnatAksaray The hardest part isn’t starting. It’s continuing when nothing is happening, if u did that gratz u deserve it!👌

My first 4 months were brutal. No clarity No clients No real results Except some engagement and followers. But I wanted to change. I wrote anyway I posted anyway I showed up anyway Why? Because giving up costs more.. than keeping going. You lose when you stop trying.

@urspeaks Do you reckon its better to speak to everyone or to specific niche? Im just trying to figure out my strategy

Want better payouts? Write posts that make people reply, quote, or debate. Silence doesn’t pay. Conversations do.

@AkkiD77 Connect?

@RalffTum Nice

real talk if you follow me, let’s actually talk reply, share your thoughts, disagree if you want I’m here for it let’s build something here, not just collect followers what are you working on this week?

@EmailCopyJames Couldn’t have said it better, keep up the good work🙏💪

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@aseeralfaisal Hi there, working on building around AI risk & compliance. Trying to make AI systems actually reliable long term, if sounds interesting, lets connect

If you’re a Builder | Developer | Engineer let’s connect, learn & grow together. #LetsConnect

@priyankapudi Hi, working on building around AI risk & compliance. Trying to make AI systems actually reliable long term, if sounds interesting we can connect

You're building an app from scratch? Before writing a single line of code, understand these: > How your data model shapes everything downstream > Why replication strategy matters before you hit scale > The real cost of choosing eventual consistency > That caching solves speed but creates a whole new class of bugs > Encoding formats decide if your deployments break users or not > Backpressure > crashing under load Most devs learn these after production goes down. Learn them before.

@clear_agent @SidJain_80 Appreciate it. I focus on things like data quality issues, model drift, and lack of human oversight, basically where AI systems fail after deployment.

@RalffTum @SidJain_80 same! interested to hear your compliance/AI point of view

If you're in tech or building something, Let's connect!! 🤝🧑‍💻