Benjamin Graham's 'The Intelligent Investor' (1949) profoundly influenced Buffett, who described it as 'by far the best book about investing ever written.' Graham became Buffett's mentor at Columbia University and taught him value investing principles. The other books, while notable, came later and weren't formative influences.