Research questionCan Gaussian-width restricted-eigenvalue guarantees survive heavy-tailed measurements under only a uniform small-ball condition?Restricted eigenvalue bounds support stable recovery, but heavy-tailed measurements can make empirical control depend on simultaneous threshold occupancy rather than geometric width alone. This creates a gap between Gaussian-design behavior and what uniform small-ball assumptions can guarantee.