EXHIBIT 23

Consent of Independent Registered Public Accounting Firm

We consent to the incorporation by reference in the Registration Statements (Form S-8 No. 33-41735 and Form S-8 No. 333-160650) pertaining to the Tax Savings Thrift Plan for Employees of CSX Corporation and Affiliated Companies of our report dated June 14, 2013, with respect to the financial statements and supplemental schedule of the Tax Savings Thrift Plan for Employees of CSX Corporation and Affiliated Companies included in this Annual Report (Form 11-K) for the year ended December 31, 2012.

/s/ Ernst & Young LLP

Certified Public Accountants

Jacksonville, Florida

June 14, 2013

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