I recommend:
Vladimir Arnold: Yesterday and Long Ago. This is a very enjoyable and highly interesting collection of anecdotes and historical remarks. The latest Russian edition of this book contains some more chapters.
Richard Hamming: You and Your Research, transcribed and edited by J F Kaiser, reprinted in Tveito et al: Simula Research Laboratory. This is the text of a lecture of Hamming.
