Yes, indeed, I'm working on a Thinkpad X60s which has a Core Duo -- so,
no SSE3. /proc/cpuinfo says:

flags           : fpu vme de pse tsc msr pae mce cx8 apic mtrr pge mca
cmov clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe nx constant_tsc
arch_perfmon bts aperfmperf pni monitor vmx est tm2 xtpr pdcm dts

I understand the rationale for only shipping one Atlas binary, but
presumably that one binary should target the lowest common denominator?

** Summary changed:

- "illegal instruction" crash when solving least-squares problem
+ Atlas binaries require SSE3 extensions

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https://bugs.launchpad.net/bugs/778217

Title:
  Atlas binaries require SSE3 extensions

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