Deep Learning
What if the machine told you, in its own words, exactly what it is?
Deep Learning is not a brain and does not pretend to be one. It is the same weighted sum from Book One, squashed through a curve, stacked thirty layers deep and corrected by the same downhill walk, this time run backwards through every layer at once. The book is narrated by the machine itself: it explains what it is made of, how it is corrected, how it learns to see, to remember and to answer, then says plainly what none of it amounts to. Nine parts, thirty chapters, one exact answer to a question somebody wrote down.
Thirty chapters in nine parts · 388 pages · 43 full-page infographics.
Nothing is claimed that the chapter's own verification script did not first prove; twenty-five of the thirty chapters changed a claim because it did.
Nine parts, and each is a question the machine answers about itself: what it is made of, how it is corrected, how it can be right about what it has not seen, how it learns to see, to remember, to look instead of remembering, to grow, to be asked, and finally, to make. The same three ideas from Book One, stacked until they see, remember, and answer.
For anyone who finished Book One and asked what happens when the same three ideas are stacked thirty layers deep. If you can multiply two matrices you can start on page one; if you already train networks, this is the derivation underneath the framework call. The fifteen-year-old is why every step is spelled out. The father is why none of it is waved through.
For readers who want to know what the machine is, not what it is assumed to be.
- Extent
- 388 pages, 30 chapters
- Plates
- 43 full-page infographics
- Trim
- 7 × 10 in
- Interior
- Black and white
- Binding
- Perfect bound
- Paper
- Cream (KDP) / White (IngramSpark)
- Paperback ISBN
- 978-1-911866-05-3
- Imprint
- Honeycomb Publications, 2026
Set in TeX Gyre Pagella. Mirrored margins for perfect binding, so the text block sits clear of the spine on every page. Narrated throughout in the machine's own first-person voice.
Published in paperback, scheduled for 30 September 2026, the same day it enters wholesale distribution through IngramSpark, which is what lets any bookshop or library order a copy.
Paperback · £15.99
Kindle and hardcover editions are not yet published.
Translation, audio and territorial rights enquiries are handled directly by the imprint.
Honeycomb Publications · East Yorkshire
honeycombscreenrights@outlook.com