One possibility is that the amyloid theory is right, but that the Eli Lilly drug is flawed and did not hit the proper molecular target, and ended up merely causing toxicity.
FORBES: Eli Lilly Alzheimer's Disease Failure Bolsters Amyloid Theory Skeptics