4/So does Simons' success mean markets are inefficient?

Yes and no.

Obviously yes, since Renaissance could (and can) beat the market. But there are a few key caveats...
7/This means that the Medallion Fund's famous 39% annualized return (after fees) doesn't compound.

If it did, Medallion would be worth far more than all the rest of the hedge funds in the world combined, by now!
8/So a fund like Medallion isn't really comparable to, say, the return of the S&P. One compounds, the other does not.

Why? Because the market inefficiencies Medallion exploits are limited in size. And thus, Medallion's profit opportunities are limited in size.
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