Top answer, concise and informative![]()
And wrong!
A 400mm f5.6 with a 1,4 ext will actually be a 560mm f8.
oops of course it will be 560mm , I was think only of the F-stop and forgot to x 1.4 to the length 
The Canon ones will only work with certain L lenses from 135mm and above,

And wrong!
A 400mm f5.6 with a 1,4 ext will actually be a 560mm f8.
Just to get my own back
WRONG
What you meant to say was they only officially work with lens over 135mm, as shown in an article in Octobers EOS magazine they also work with the 24mm tilt/shift lens
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They also work with the other two TS-E lenses...the 45 and 90 and who could forget the MP-E65....taking it to 7x or 10x magnification.1 - 1
opcorn
You can force Canon lenses to focus @ small than f5.6 with extenders - you tape some pins and then the extender doesn't report it's existence & the lens autofocuses albeit with a poorer AF performance than 'naked'.
So the next question is, Does a canon extender only work with a canon lens, or can I use a sigma converter with a canon lens on visa versa?
This is a popular misunderstanding of how AF works. It doesn't depend so much on how bright the light is, but much more on the physical diameter of the aperture.
You can tape the pins and fool the camera into thinking the extender isn't there, but the aperture has been (optically) reduced in size so the AF still doesn't work. It will try, but it's hopeless.
Folks that buy one of the new super-zooms that go to f/6.3 at the long end will be disappointed to discover the camera hunts and shunts around in a futile quest to do something it physically cannot. Sometimes it will work, but it's really not reliable. Or fast. Check the lens tests on DPReview. They cite it as a major drawback of these lenses.
I have a Kenko Pro 1.4x extender and Canon 100-400mm L, which is 560mm f/8 at the long end. Even with the pins taped, it will not AF at all, even though my 40D body tries very hard!
Richard.
I have to say I haven't tried it but there is no misunderstanding. In strong light it is reported to AF at under 5.6 with any body, just not very well.
Phil, I have tried it, and at f/8 even with taped pins, it will not. It tries, but the focus vacillates wildly from max to min and back again. It sometimes stops at what it presumes is correct focus, but it's miles out. And I mean hopelessly out. Even in bright light, with high contrast subjects, my 40D will not AF at f/8, end of story. And given the reason stated above, that is entirely to be expected.
Note also that Canon does not make any lenses at all with a maximum f/number darker than f/5.6. Not one. And neither does Nikon. In fact, I don't think any camera manufacturer produces a lens darker than f/5.6 at any focal length. It is only third party brands like Sigma and Tamron that do it, because they can blame the camera makers when their lenses don't focus![]()
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Richard.
Phil, I have tried it, and at f/8 even with taped pins, it will not. It tries, but the focus vacillates wildly from max to min and back again. It sometimes stops at what it presumes is correct focus, but it's miles out.