I write about artificial intelligence, machine learning tools, and practical AI adoption for Speculative Chic. My coverage focuses on benchmarks and real-world use cases rather than hype — what these systems actually do, where they fall short, and what the numbers say. Previously contributed to two AI-focused newsletters with a combined readership of 40k.
Key Takeaways Residential plumbing has significantly advanced in recent decades, with cross-linked polyethylene (PEX) piping emerging as the preferred choice for many…
