The buzz around Generative AI in SaaS is deafening, and for good reason—it’s opening doors we only dreamed of a few years ago. Yet, amidst the excitement, there’s a crucial truth most product teams quietly…
Posts tagged GenAI
Traditional AI Engineers vs. GenAI Engineers: What Sets Them Apart
As AI transforms how we build products, it’s also reshaping who builds them. The roles of Traditional AI Engineers (data scientists, ML engineers) and Generative AI Engineers (LLM engineers, AI app builders) are diverging—quickly. If…
Rule-Based vs. Probabilistic: How Traditional & GenAI Workflows Differ
Once you understand the training differences between Traditional AI and Generative AI, the next major shift to grasp is in how they operate day-to-day. This is where things get real — because even if two…
Traditional AI vs. Generative AI: Two Worlds, Two Mindsets
Let’s be honest – AI is everywhere right now, and most people are throwing around terms like “traditional AI,” “machine learning,” “generative AI,” “LLMs,” and “foundation models” as if they’re interchangeable. Many job descriptions mention…