AI Scientific Discovery Claims Face a Provenance and Reproducibility Test

Discussions of AI rediscovering relativity, formalizing mathematical theorems, designing compounds, and assisting quantum experiments highlight a gap between impressive assistance and independently validated scientific discovery. Human guidance, prior knowledge, reproducibility, experimental control, and attribution remain unclear, making these demonstrations useful tests of AI's scientific limits rather than established breakthroughs.