The Machine Behind the Sentence

Rajesh Ranjan Mahapatra

Loss surfaces, tokenisation, recurrence, attention, scale and post-training connected to an explicit boundary on model authority.

This book is being prepared for publication on Kindle. The free online edition and downloads have been withdrawn in the meantime.

© 2026 Rajesh Ranjan Mahapatra. All rights reserved.

Cover of The Machine Behind the Sentence