The discussion clarifies that when people refer to "space is flat," they are often contrasting it with "spacetime," which are distinct concepts in relativity. A flat space implies a Euclidean geometry where the Riemann curvature tensor is zero, meaning parallel lines remain parallel and the Pythagorean theorem holds true. The conversation emphasizes the importance of context, noting that discussions about flatness can relate to cosmology and the Friedman equations, which describe the universe's large-scale structure. Misunderstandings can arise from informal sources, such as social media, which lack the necessary technical context. Ultimately, the thread concludes that understanding the distinction and context is crucial for grasping the concept of flat space.