Author: Stumora AI Desk

A Dropout’s Path to Becoming an AI Research Scientist Gabriel Petersson never finished high school, yet today he sits among some of the brightest minds in artificial intelligence at OpenAI, contributing to the development of Sora—a project that typically requires years of doctoral-level education. His journey raises a compelling question: what if formal credentials are no longer the gatekeepers of expertise in the tech world? In a recent appearance on the “Extraordinary” podcast, Petersson shared how he leveraged ChatGPT to bridge the gap between being a high school dropout and becoming a research scientist. His story challenges everything we thought…

1. What Exactly Happened: The NVIDIA K-12 Partnership In September 2025, NVIDIA announced a formal partnership with two major K-12 educational platforms: StudyFetch (5 million users) and CK-12 (200 million users). The commitment: $25 million to integrate professional-grade AI curriculum into high school education. This is not NVIDIA simply offering free courses (they’ve been doing that since 2014). This is different: NVIDIA is embedding its professional Deep Learning Institute curriculum directly into the platforms where high school students already learn. The goal: Reach 1 million K-12 students within 3 years with professional-level AI education. 2. What Does This Mean for…

Billionaire entrepreneur Mark Cuban has a clear piece of guidance for his two children currently navigating the job market: choose small companies over giant corporations.And according to him, this recommendation doesn’t just benefit his kids—it’s a powerful strategy for any Gen Z job seeker entering today’s AI-driven work environment. Cuban’s rationale is straightforward: your skills—and especially your AI skills—matter far more in smaller organizations. In huge corporations, even if you’re a fresh graduate proficient in the latest AI tools, your expertise can feel “somewhat extraneous,” he told CNBC Make It. Large firms already possess well-established IT departments with experienced engineers…

Great leadership has never been a simple pursuit. But in the age of technology, leadership itself is being rewritten — not in theory, but in real time. Kelly Jones, Cisco’s Chief People Officer, recently reflected on this very transformation in her Newsweek article “The Era Demands a New Kind of Leader.” Her message is clear: as technology becomes an inseparable part of work, the leaders who will thrive are those who can stay deeply human while mastering it. When AI Makes You a Better Human Jones shared a candid moment from her own experience — one that captures the essence…

The landscape of business education in America is undergoing a seismic transformation, driven by artificial intelligence. For students pursuing an MBA in the United States, understanding how AI is reshaping both education and career prospects isn’t just beneficial—it’s essential for future success. The Current State of MBA Education in the United States Strong Growth and Renewed Interest The MBA remains America’s most sought-after graduate degree, with approximately 155,996 students enrolled in U.S. MBA programs as of 2020-2021 (AACSB Enrollment Statistics). The U.S. produces between 85,000 to 100,000 MBA graduates annually, making it the world’s largest producer of business school graduates (AACSB…

AI isn’t replacing MBA careers — it’s transforming them. Discover how AI is reshaping consulting, finance, and business strategy roles, which MBA jobs are most at risk, and the new high-value skills leaders need to thrive. Learn why AI-literate MBAs are earning more and becoming the most sought-after business talent of the future.

This article breaks down the shift in six clear parts: Welcome to the real world. You’ve just graduated, invested years of effort and a significant amount of money into your education, and now you’re stepping into the professional world—only to realize it’s changing faster than ever. The job market is shifting, companies are restructuring, automation is transforming industries, and artificial intelligence is rapidly altering the nature of work. It’s natural to wonder: Where do I fit in this new world? How do I stay relevant? How do I grow? You may have heard the saying, “You won’t be replaced by…

Artificial Intelligence is everywhere, but understanding it clearly? That’s another story. When I first started exploring it, I realized experts don’t classify AI in just one way — they actually look at it from multiple angles. That’s where the confusion begins. In this guide, I’m cutting through the noise and walking you through the most practical frameworks of AI: its types, functional levels, core techniques, and real-world applications.What is AI? — A Beginner’s GuideWhat is AI? — An Advanced Guide Now, let’s break down four commonly recognized ways AI is classified: Types of AI (By Capability) This classification is the…

Artificial Intelligence (AI) is shaping the way we work, learn, and live. From ChatGPT answering questions in seconds, to Google Maps predicting traffic routes, AI is no longer a futuristic idea—it’s the engine running our digital world. But before moving into advanced AI and its technical terms, it’s better to first understand the basics — what AI actually is in simple terms, which you can find in our “Beginner’s Level Guide”. If you’re already familiar, let’s continue. So, What is AI in technical terms? How does it work, and why are companies like OpenAI, Google, Microsoft, NVIDIA, and Meta investing…

I still remember the first time I asked an AI tool to draft a grocery list. It wasn’t some sci-fi robot moment — it just saved me ten minutes. That’s when I realized: Artificial Intelligence isn’t about futuristic robots taking over the world. It’s already quietly helping us in everyday life. But here’s the catch: most articles on AI feel heavy, crammed with jargon like neural networks, algorithms, machine learning models — and readers end up more confused than when they started. So let’s keep this one simple, clear, and human. What is Artificial Intelligence (AI), Really? At its core,…