Artificial intelligence often feels mysterious — even unsettling. But AI isn’t magic, and it certainly isn’t supernatural. This article explains what large language models actually are, why they feel human, and where the real risks and responsibilities lie.
Why responsible AI systems support human decisions instead of replacing them — and why that distinction matters.
AI gives developers unlimited help — but not unlimited judgment. Here’s why modern engineering is shifting from writing code to managing intelligence.
I asked AI to build my charts. They looked perfect — until the numbers didn’t match. Here’s what actually went wrong.
By Eugenio Pello Our Project Manager recently wrote a poem about their love for AI (something about debugging and coffee—it was quite moving). As a Full Stack Engineer, my relationship with AI is a little... more complicated. (Click below to see the poem.) ❤️ Oh AI, how do I love
By Daria Losminska I’m a designer at Protovate. My work goes far beyond visuals — it’s about systems, structure, logic, and how users interact with a product. At Protovate, a designer is not “someone who makes things look nice”. A designer is someone who thinks holistically — from idea to
By Leonid Kuznetsov Introduction Artificial intelligence (AI), particularly ChatGPT, is increasingly being used in everyday work to improve efficiency and speed. However, like any technology, its use comes with pros, cons, and risks that should be kept in mind.Pros and Cons of Using AI ChatGPT, like any system, can
By Kat Powell I'm 20 years old, a junior software developer, and I can't imagine doing my job without AI anymore. For me, AI isn’t a shortcut; it’s support. It takes care of the repetitive tasks, allowing me to focus more on building and
By Eugenio Pello Many organizations accrue "governance debt" by prioritizing speed-to-market over responsible deployment. This manifests as models operating as black boxes without verifiable data provenance, explainability, or fairness audits. To establish Protovate as a thought leader and trusted partner, we must proactively address this debt by: * Mandating
By Prateek Sharma Let me tell you about a pattern I keep seeing. Someone shows me an AI demo—maybe it's an image recognition tool, or a clever chatbot, or something that analyzes drawings. It works beautifully. Clean interface, instant results, everyone's impressed. Then they try
By Eugenio Pello While most people were re-watching holiday movies, I was in my home office trying to build a digital coworker. Specifically, an autonomous AI research agent. I wanted to see if I could automate my morning tech-briefing. I expected a productivity breakthrough. What I got was a very
By Art Anisimov AI impact on 3D industry Does AI replaces Digital and 3D artists on their jobs? This question appears more and more around the industry resources, e.g. Medium, Habr, ArtStation. Each author and influencer has a unique perspective to the revealed problem, but some progressive part of