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Showing posts from November, 2025

The Investment Implications of Mislabeling ML as AI

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  If you’ve spent any time reading startup pitches or tech press releases lately, you’ve probably noticed something odd — everything is suddenly “AI-powered.” But more often than not, what’s being labeled as Artificial Intelligence is actually Machine Learning. This confusion might sound harmless, but it's quietly changing the way investors think about technology, the way companies sell their products, and even the way industries innovate. Whether AI vs Machine Learning is really a thing or not isn't geek-speak—it's business necessity. And for tech companies, including Node.js web development service providers, having clear-cut distinction as to what is truly AI and what is truly ML could literally impact funding, credibility, and long-term sustainability. 1. AI vs Machine Learning: Where the Line Really Is Artificial Intelligence is the broad term—machines performing tasks that would normally take human intelligence, like reasoning, problem-solving, and language understan...