Kelford Press · 2026
Latent Worlds
How Language Models Build Their Internal Maps
By Dr. Yusuf Ahsan
No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means — electronic, mechanical, photocopying, recording, or otherwise — without the prior written permission of the publisher, except for brief quotations in reviews …
Contents
- 01The Geometry of Meaning
- 02Probes and What They See
- 03Circuits, Features, and Neurons
- 04The Linear Representation Hypothesis
- 05Steering, Stitching, and Surgery
- 06Worlds We Did Not Anticipate
- 07What Interpretability Cannot Tell Us
- 08The Open Questions
- 09Acknowledgements
- 10About the Author
- 11References
Editions
Digital (PDF)
Free
- Sold outPrintISBN 978-1-7398-2202-2
- Sold outAudioISBN 978-1-7398-2203-9
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