machine learning Archives - The Segoine Signal

The Synthetic Data Spiral: When AI Starts Learning From Itself

December 6, 2025 by Gabe Segoine

AI depends on human imagination—but what happens when most of the internet is machine-made? Here’s how synthetic training data could change the creative ecosystem, why artists are retreating behind paywalls, and how humanity might keep the web alive.

Where AI Is Heading Next: From Confusion to Coherence

November 7, 2025 by Gabe Segoine

Artificial intelligence will soon feel more coherent and human-like—but not because it “understands” us. It’s getting better at prediction, not perception. Here’s a grounded look at where AI progress is really heading and what its limits will remain.