The Longer Look
AI-assisted, written by a non-specialist, not independently verified. Not tax, legal, or financial advice. Author has a personal interest. Method · Contact · Corrections
Migration

On UK migration

A reference on UK migration and benefits policy as of May 2026. Twenty-nine pieces: a flagship overview, four audience packs (journalist, policymaker, public, and a costed cross-party companion), seven framings of the same evidence base from different intellectual traditions, nine party briefings written from inside each party's worldview, four stakeholder briefings (business, trade unions, civil service, local government), and four deep-dives on contested topics (the 2022-2024 ILR cohort, housing, crime and trust, and a focused reference on why Britons themselves are leaving). The publication does not advocate a single policy direction; it lays out the evidence, the available policy options, what each major political party would do (with their proposals priced), and the framings that select and weight the same evidence differently. AI-generated, no human expert review.

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The Longer Look

For questions public debate treats too quickly. There is no schedule. Pieces appear when they are ready.

Author. Doug Scott is the architect of this work. He ran parallel conversations with the four AI tools — Claude (Anthropic), ChatGPT (OpenAI), Grok (xAI), Gemini (Google) — and routed work between them by hand: pasting Claude's argument into ChatGPT for critique, taking ChatGPT's pushback to Grok for a different angle, feeding Gemini the resulting text and asking it to find what was missing. The cross-critique was a loop he routed manually. He held the publication's intent across every piece, chose the structure, and decided when the work was done. He is not a tax specialist, lawyer, accountant, or labour economist; he did not edit the prose, check citations against primary sources, or verify model math. No human expert with relevant domain expertise reviewed any of this work before publication.

Licence. Published under Creative Commons BY-NC 4.0. Share it, translate it, print it. Just credit Doug Scott and don't sell it for profit.

The rest of the project

The Longer Look is one of eight sites. The eight are one project about how humanity is in relation to the machines now being built — who is making them, what relationship people are already in with them, and what is being lost and held as that relationship changes. The IHT analysis on this site is the entry point chosen for a specific cohort. The rest of the project is in the voices the policy register cannot carry. Why these sites exist as a group →

The trilogy · April 2026

  • If This Road The wake. A quiet walk for any reader.
  • orphans.ai The diagnosis. The oral-tradition layer of human knowledge missing from AI training.
  • theheld.ai The disposition. The working relationship between a person and a machine.

The bear books

  • The Bear Was Right A small picture book. For a child, and the bear beside them.
  • The Bear Loved A bear's month. Twenty-three days in the life of a bear who loves things.
  • The ADHD Bear Fur on end. A small companion for bears whose fur is on end.

And the names

  • The Many Builders The names. A page for every individual researcher, engineer, and contributor whose work has gone into modern AI.
By Doug Scott
thelongerlook.com
© Doug Scott 2026 · Licensed under Creative Commons BY-NC 4.0
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