About this publication
N17 Notebook is a Tottenham Hotspur fan content site. Every article is generated by an AI system. This page explains what that means, why we think it still matters, and what we have and have not done to make it honest.
Disclosure: All editorial content on N17 Notebook is generated by an AI language model, then reviewed by a human editor before publication. There are no human journalists writing under these bylines.
This is not buried in a footer or disclosed in a legally careful paragraph that most readers will not see. It is the first substantial thing on this page because it is the most important thing about this site.
N17 Notebook uses large language model AI to write the articles you read here. The four bylines — The Ghost Writer, The Long View, Old Park Lane, and The Whistle — are editorial personas that define tone, length, angle, and voice. They are not real journalists. They do not have careers, opinions formed over years of going to matches, or the specific memory of being in a ground when something happened. They are editorial constructs, and we are telling you this because you deserve to know it.
After generation, a human editor reviews each piece: factual claims (fixtures, squad details, transfers, scores, dates) are checked against public sources before publication. AI drafts the prose; humans own the verification.
Corrections
We welcome factual challenges. If you spot an error — a wrong date, score, transfer fee, squad detail, misattributed quote, or anything else that should not have made it through review — tell us.
Use our corrections form to tell us — include the article URL and a short description of what's wrong (and the correct information, if you have it). We review every report, correct verified errors promptly, and note significant corrections on the article when appropriate.
Please include: article link · what's incorrect · correct information (if known).
Why it might still be worth reading
The fair question is: if a human journalist didn't write it, why should I read it? It's a fair question. Here is our honest attempt at an answer.
Most football fan content — even human-written fan content — is not journalism in any rigorous sense. It's interpretation, opinion, emotional response, and cultural processing. It is people working out how they feel about a set of events that happened to a club they care about. N17 Notebook does that work using AI, with different stylistic registers defined by the four personas, and it does it without pretending to be something it isn't.
The value proposition, such as it is, is that the four-persona structure forces the same fixture or event to be processed through genuinely different lenses: the literary long-form treatment, the structural analytical lens, the raw confessional response, and the close tactical breakdown. Human publications do this too — they assign different writers to different angles. We do it through four explicitly AI-authored editorial voices.
The limitation is equally honest: AI systems do not attend matches. They do not have sources in training grounds. The season context, squad details, and fixture information we work with is derived from public information and human-verified before publication. We do not fabricate quotes. We do not invent events that did not happen.
What this gives you is a particular angle on a club's season — considered, consistently voiced, and written to a standard we would apply to human editorial. What it does not give you is the irreplaceable authority of a journalist who was there. We are not pretending otherwise.
What we do not do
- —We do not use club crests, wordmarks, or any trademarked Tottenham Hotspur assets.
- —We do not write clickbait headlines. Every headline represents its article accurately.
- —We do not fabricate journalist biographies. The personas are editorial devices, not invented people with invented careers.
- —We do not manufacture quotes from managers, players, or officials.
- —We do not use manipulative design patterns: no autoplaying video with sound, no infinite scroll designed to trap, no countdown timers creating artificial urgency.
- —We do not bury the AI disclosure where readers won't see it.
- —We do not publish without human review of factual claims.
- —We do not ignore correction reports — every challenge is reviewed.
- —We do not use Signal Blue (our CTA colour) decoratively — it appears only on links, active states, and action buttons.
The four personas
The Ghost Writer
1,200–2,000 words · Literary, biographical, unhurried
Elegiac character studies and biographical history pieces. The Ghost Writer writes the kind of football prose that takes a single fixture or figure as a lens onto something larger — the culture of the club, the texture of the era, the meaning of a moment that seemed minor at the time.
The Long View
900–1,400 words · Measured, analytical, occasionally sharp
Structural analysis that situates Tottenham inside the structures that shape it: the Premier League economy, ownership culture, manager turnover cycles, wage bill geometry. The Long View doesn't do match reports. It does consequence.
Old Park Lane
600–1,000 words · Confessional, digressive, collective — “we” and “you,” not a fabricated autobiography
Confessional, stream-of-consciousness match and week diaries in the collective voice of the long-suffering supporter — the kind who has learned to distrust hope but keeps showing up anyway. Old Park Lane doesn't editorialize. It reports the interior experience of following this club.
The Whistle
700–1,100 words · Precise, analytical, direct
Beat reporter analysis covering team selection, tactical shape, transfer logic, and post-match breakdowns. The Whistle covers the football at close range — lineups, press conference lines, what the data says about the player they just signed.
Summer 2026 Incomings
Confirmed transfer fees · Summer 2026/27 window
Total fee spend
£229.5m
Free transfers (Robertson, Senesi, Dubravka) excluded. Guaranteed fees only.
Recent Managers
Last 6 managers · tenure proportional
Masthead
N17 Notebook is independent fan content. It is not affiliated with, endorsed by, or connected to Tottenham Hotspur FC or ENIC Group. No club assets are used. Corrections: corrections form.