diff --git a/README.md b/README.md
index 7b95218..99a82a2 100644
--- a/README.md
+++ b/README.md
@@ -143,14 +143,13 @@ where `[example]` is one of the following
 * `uniswap`
     * Fetches the price of the UNI / WETH pair on Uniswap V3. By default, this does not generate a proof.  
     * Running `RUST_LOG=info cargo run --bin [example] --release -- --prove` will generate a plonk proof. This requires 
-    significant computational resources, so we recommend using the [SP1 Prover network]
-    (https://docs.succinct.xyz/generating-proofs/prover-network.html).
+    significant computational resources, so we recommend using the [SP1 Prover network](https://docs.succinct.xyz/docs/generating-proofs/prover-network).
         * Outputs a file called [plonk-fixture.json](examples/uniswap/contracts/src/fixtures/plonk-fixture.json), which contains everything you need to verify the proof on chain. 
         * To see an example of on-chain verification, take a look at the [contracts](./examples/uniswap/contracts/) directory. 
 * `multiplexer`
     * Calls a contract that fetches the prices of many different collateral assets.
     * The source code of this contract is found [here](./examples/multiplexer/ZkOracleHelper.sol).
-    * Due to the size of this program, it's recommended to use the [SP1 Prover network](https://docs.succinct.xyz/generating-proofs/prover-network.html) to generate proofs for this example.
+    * Due to the size of this program, it's recommended to use the [SP1 Prover network](https://docs.succinct.xyz/docs/generating-proofs/prover-network) to generate proofs for this example.
 * `verify-quorum`
     * Calls a contract that verifies several ECDSA signatures on chain, and sums the stake for the addresses corresponding to valid signatures.
 * `example-deploy`
@@ -159,4 +158,4 @@ where `[example]` is one of the following
 ## Acknowledgments
 
 * [Unstable.Money](https://www.unstable.money/): Developed the smart contract featured in the `multiplexer` example.
-* [SP1](https://github.com/succinctlabs/sp1): A fast, feature-complete zkVM for developers that can prove the execution of arbitrary Rust (or any LLVM-compiled) program.
\ No newline at end of file
+* [SP1](https://github.com/succinctlabs/sp1): A fast, feature-complete zkVM for developers that can prove the execution of arbitrary Rust (or any LLVM-compiled) program.