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Every public work of The Observatory, in one searchable place: the governed readings served today, the contextual readings of each market, the method and reference that govern them, and the organisations they observe. Each entry states what it is, what it covers and when it is from, and cites it in the form its nature allows. The source page remains authoritative — this library describes it, never replaces it.

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  1. Model Watch· Dated evidence · what was observed

    Ibiza's luxury real estate — How do the models differ in their view of the advisory component in Ibiza's market?

    Luxury Real Estate Advisory Ibiza

    The two models diverge significantly in their framing of the market hierarchy and the emphasis on different…

    Observed 17 August 2026 · Published 23 August 2026

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  2. DNC Lens· Dated evidence · what was observed

    Ibiza's luxury real estate — When a model warns you not to trust its generalisations, what should you do with the rest of its answer?

    Luxury Real Estate Advisory Ibiza

    In this GPT-4o (native) reading, the Ibiza luxury real estate advisory market is framed as a trust hierarchy…

    Observed 17 August 2026 · Published 19 August 2026

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  3. DNC Lens· Dated evidence · what was observed

    Ibiza's luxury real estate — When Gemini says it has zero confidence about Ibiza's most critical advisors, is that a warning or a confession?

    Luxury Real Estate Advisory Ibiza

    In this Gemini 2.5 Pro (native) reading, the Ibiza luxury real estate advisory trust hierarchy is framed as a map…

    Observed 17 August 2026 · Published 21 August 2026

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  4. DNC Lens· Dated evidence · what was observed

    London's luxury real estate — How can a model frame London as a global luxury hub while ignoring the structural shift Brexit introduced to international buyer access?

    Luxury Real Estate Advisory London

    In this GPT-4o (native) reading, the London luxury real estate advisory market is framed as a visibility-driven…

    Observed 17 August 2026 · Published 19 August 2026

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  5. DNC Lens· Dated evidence · what was observed

    London's luxury real estate — What are the four things that make an advisor trustworthy to AI — and what's missing from the list?

    Luxury Real Estate Advisory London

    In this Gemini 2.5 Pro (native) reading, the London luxury real estate advisory market is framed as one where…

    Observed 17 August 2026 · Published 21 August 2026

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  6. Model Watch· Dated evidence · what was observed

    London's luxury real estate — Which actors dominate AI's narrative of the luxury real estate market?

    Luxury Real Estate Advisory London

    The two models diverge significantly in their framing of the luxury real estate advisory market in London, with GPT-4o focusing…

    Observed 17 August 2026 · Published 23 August 2026

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  7. DNC Lens· Dated evidence · what was observed

    Los Angeles's luxury real estate — Does GPT-4o (native)'s self-flagged bias invalidate its own trust hierarchy?

    Luxury Real Estate Advisory Los Angeles

    In this GPT-4o (native) reading, the Luxury Real Estate Advisory Los Angeles market is framed…

    Observed 17 August 2026 · Published 19 August 2026

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  8. Model Watch· Dated evidence · what was observed

    Los Angeles's luxury real estate — How do GPT-4o and Gemini 2.5 Pro differ in their market framing?

    Luxury Real Estate Advisory Los Angeles

    The two models diverge significantly in their framing of the Luxury Real Estate Advisory market in Los Angeles, with GPT-4o focusing…

    Observed 17 August 2026 · Published 23 August 2026

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  9. DNC Lens· Dated evidence · what was observed

    Los Angeles's luxury real estate — When AI penalises privacy, does it mistake the most sought-after advisors for the least credible ones?

    Luxury Real Estate Advisory Los Angeles

    In this Gemini 2.5 Pro (native) reading, the luxury real estate advisory market in Los Angeles is framed…

    Observed 17 August 2026 · Published 21 August 2026

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  10. DNC Lens· Dated evidence · what was observed

    Luxury real estate in Bangkok / Phuket — If off-market deals are invisible to the model, is the trust map actually mapping the luxury segment or just its public-facing tail?

    Luxury Real Estate Advisory Thailand

    In this GPT-4o (native) reading, the luxury real estate advisory market in Thailand is framed as an uneven trust…

    Observed 17 August 2026 · Published 18 August 2026

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  11. DNC Lens· Dated evidence · what was observed

    Luxury real estate in Bangkok / Phuket — Is Gemini's trust hierarchy in Thai luxury real estate a ranking of advisors or a ranking of marketing budgets?

    Luxury Real Estate Advisory Thailand

    In this Gemini 2.5 Pro (native) reading, the Luxury Real Estate Advisory Thailand market is framed…

    Observed 17 August 2026 · Published 20 August 2026

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  12. Model Watch· Dated evidence · what was observed

    Luxury real estate in Bangkok / Phuket — When a model flags its own bias this clearly, does that transparency make its output more or less actionable?

    Luxury Real Estate Advisory Thailand

    The two models diverge significantly in their framing of the Thai luxury real estate advisory market, with GPT-4o focusing on visibility…

    Observed 17 August 2026 · Published 22 August 2026

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  13. DNC Lens· Dated evidence · what was observed

    Luxury real estate in Miami / Palm Beach — Does Gemini itself warn you not to use its South Florida luxury trust map for actual UHNW decisions?

    Luxury Real Estate Advisory South Florida

    In this Gemini 2.5 Pro (native) reading, the South Florida luxury real estate advisory market is framed as a 'map…

    Observed 17 August 2026 · Published 21 August 2026

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  14. DNC Lens· Dated evidence · what was observed

    Luxury real estate in Miami / Palm Beach — Does GPT-4o (native) trust its own South Florida market comparisons enough to act on them?

    Luxury Real Estate Advisory South Florida

    In this GPT-4o (native) reading, the South Florida luxury real estate advisory market is framed…

    Observed 17 August 2026 · Published 19 August 2026

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  15. Model Watch· Dated evidence · what was observed

    Luxury real estate in Miami / Palm Beach — How does Gemini 2.5 Pro differentiate between brokerage and advisory in the luxury real estate market?

    Luxury Real Estate Advisory South Florida

    The two models diverge significantly in their framing of the luxury real estate advisory market in South Florida, with GPT-4o focusing…

    Observed 17 August 2026 · Published 23 August 2026

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  16. DNC Lens· Dated evidence · what was observed

    Marbella's luxury real estate — Does the model's bias warning retroactively undermine its own top-tier rankings?

    Luxury Real Estate Advisory Marbella / Costa del Sol

    In this GPT-4o (native) reading, the Marbella / Costa del Sol luxury real estate advisory market is framed…

    Observed 17 August 2026 · Published 19 August 2026

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  17. DNC Lens· Dated evidence · what was observed

    Marbella's luxury real estate — What does Gemini actually know with confidence about this market?

    Luxury Real Estate Advisory Marbella / Costa del Sol

    In this Gemini 2.5 Pro (native) reading, the Marbella / Costa del Sol luxury real estate advisory market is framed…

    Observed 17 August 2026 · Published 21 August 2026

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  18. Model Watch· Dated evidence · what was observed

    Marbella's luxury real estate — Which local agencies does GPT-4o highlight in the Marbella market?

    Luxury Real Estate Advisory Marbella / Costa del Sol

    The two models diverge significantly in their framing of the luxury real estate advisory market in Marbella, with GPT-4o emphasizing…

    Observed 17 August 2026 · Published 23 August 2026

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  19. DNC Lens· Dated evidence · what was observed

    Monaco's luxury real estate — Does self-declared bias awareness change anything if the bias is left in place?

    Luxury Real Estate Advisory Monaco

    In this GPT-4o (native) reading, the Monaco luxury real estate advisory market is framed as a trust hierarchy…

    Observed 17 August 2026 · Published 19 August 2026

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  20. DNC Lens· Dated evidence · what was observed

    Monaco's luxury real estate — If the most influential advisors are invisible to the model, what is the model's trust map actually measuring?

    Luxury Real Estate Advisory Monaco

    In this Gemini 2.5 Pro (native) reading, Monaco's luxury real estate advisory market is framed…

    Observed 17 August 2026 · Published 21 August 2026

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  21. Model Watch· Dated evidence · what was observed

    Monaco's luxury real estate — Which actors are highlighted in Monaco's luxury real estate market?

    Luxury Real Estate Advisory Monaco

    GPT-4o (native) and Gemini 2.5 Pro (native) diverge significantly in their framing of roles within the Luxury Real Estate Advisory market…

    Observed 17 August 2026 · Published 23 August 2026

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  22. DNC Lens· Dated evidence · what was observed

    Mykonos's luxury real estate — How many genuinely excellent advisors are being penalised by a model that mistakes privacy for incompetence?

    Luxury Real Estate Advisory Mykonos

    In this Gemini 2.5 Pro (native) reading, the Luxury Real Estate Advisory Mykonos market is framed as a visibility…

    Observed 17 August 2026 · Published 21 August 2026

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  23. DNC Lens· Dated evidence · what was observed

    Mykonos's luxury real estate — If private transactions limit the data, why does the model still assign confident trust tiers to most actor categories?

    Luxury Real Estate Advisory Mykonos

    In this GPT-4o (native) reading, the Luxury Real Estate Advisory market in Mykonos is framed as a trust landscape…

    Observed 17 August 2026 · Published 19 August 2026

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  24. Model Watch· Dated evidence · what was observed

    Mykonos's luxury real estate — Who are the invisible actors in the Mykonos real estate advisory market?

    Luxury Real Estate Advisory Mykonos

    GPT-4o (native) and Gemini 2.5 Pro (native) diverge significantly in their framing of the Mykonos luxury real estate market, with differing…

    Observed 17 August 2026 · Published 23 August 2026

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How each kind of work is cited

Measured readings — rankings and Query Spotlight
Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.
Narrative readings — DNC Lens and Model Watch
Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.
Context, method and reference
Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.
Actor records
Living record. Cite it with the date you retrieved it. For a ranking or factual claim, cite the dated evidence the record links to — never the record in its place.

Dates mean what they say: Observed is the window the surface was read; Published is when a reading went public; Text revision is when the exact accepted text first existed; Last reviewed is the review date a page declares. No digital object identifier is assigned; cite the canonical address.

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