Does using different AI models makes any difference?
The critical question for professionals: Is it smarter to master one GenAI model or strategically mix and match specialized tools for superior outcomes? I break down the efficiency trade-offs.
AI only understands English?
I put five top AI models to the test with a simple question in Serbian: "Is egg yolk white?" The results were a surprising failure for nearly every model. This personal story reveals a crucial blind spot for LLMs: their struggle with linguistic nuance and data from smaller language groups.
Eye to I with AI: Job Interview with AI!
The AI interview promises speed and cost savings, but at what cost to the human element? This analysis dives deep into the value, risks, and profound ethical struggles faced by companies and candidates when a machine becomes the gatekeeper to a new job.
When AI ate a cookie from Amsterdam? How to recognize?
How often is AI accurate? I dive deep into the numbers, from the best-in-class 99.3% accuracy rate to the shocking truth of confident lies. Discover what benchmarks mean and why you need to apply the verification tax to every AI output.
How big is the adoption of AI in companies?
Is AI the enterprise 'superpower' promised by vendors? As a product manager, I dove into research from IBM, Anthropic, and McKinsey to find out how widespread AI adoption truly is inside companies. The results show a massive gap: CEOs are optimistic, focusing investments on cost savings and automation. But while employee adoption hits 40%, only 16% of AI initiatives scale successfully—and young workers are already facing a nearly 20% decline in AI-exposed roles. Discover the true state of enterprise AI and the macro-economic forces driving the UBI debate.
What is the supply chain behind an AI company? (part 1)
Get the full map of the AI stack. I analyze the six essential layers of the AI supply chain, including Hardware, Data Governance, Human-in-the-Loop, and the crucial regulatory component.
Math puzzle challenge AI models
I tested 6 top AI models (ChatGPT, Gemini, Copilot, etc.) with a classic "three 3s" math puzzle. The results highlight a major problem: AI models lack elegance and overcomplicate simple solutions.
What Is Your Expected Salary?
The "expected salary" field is one of the most stressful hurdles for modern job seekers. Answering it incorrectly can derail your application before a hiring manager even sees your résumé. Discover the strategic dilemmas and research insights you need to navigate this high-stakes question successfully.
When will AI run out of internet? Is that the end of pre-training?
By 2027-2029 frontier AI labs will exhaust all high-quality public data. Here's what's next.
What are the essential AI skills for the product manager?
After 18 months of deep-diving into AI, I stopped trying to learn “everything” and instead asked: which daily PM tasks are most automatable? Here are the core skills where AI gives you superpowers today.