Algorithmic Neutrality or Digital Inequality? AI and the Lessons from ISDS
Identification
- Public canonical key
- radar:r-b6f16402ebdfff3eee135a0c3febe7f5
- Authors
- Esma Yağmur Sönmez
- Reported year
- 2026
- Reported language
- en
- Source type
- article
- First detected
- 2026-11-14T02:47:28.370437+00:00
- Last metadata observation
- 2026-11-14T02:47:28.370437+00:00
- Last HTTP verification
- Not checked
Institutions reported by the source
Türkiye Radyo ve Televizyon Kurumu
Reported affiliation countries
TR
Documentary abstract — original language
The article argues that AI-driven judicial reform initiatives within civil justice systems repeat an established pattern in which critique is absorbed into procedure. Using Investor–State Dispute Settlement (ISDS) as a cautionary mirror, it shows how managerial legality performs neutrality while reproducing inequality. It then outlines a human-centred alternative grounded in participation, accountability, and contestability, calling for a shift from design-led legitimacy to democratic oversight
Identifiers
- OPENALEX
- https://openalex.org/W7163209145
- DOI
- 10.37417/rivitsproc/3317
Documentary context
- Documentary family
- article
- Source-reported types
- article
Entity mentions are not evidence of legal recognition. Jurisdiction studied is separate from author affiliation country.
Sources
OpenAlex · Record 1
Cite this reference
Esma Yağmur Sönmez. Algorithmic Neutrality or Digital Inequality? AI and the Lessons from ISDS. 2026. https://doi.org/10.37417/rivitsproc/3317
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APA, Chicago, ISO 690: bibliographic formats using available fields. OSCOLA / Bluebook: structured data only; full legal citation compliance is not claimed without verification of required elements.
- APA
- Esma Yağmur Sönmez. (2026). Algorithmic Neutrality or Digital Inequality? AI and the Lessons from ISDS. https://doi.org/10.37417/rivitsproc/3317
- Chicago
- Esma Yağmur Sönmez. Algorithmic Neutrality or Digital Inequality? AI and the Lessons from ISDS. 2026. https://doi.org/10.37417/rivitsproc/3317
- ISO 690
- Esma Yağmur Sönmez. Algorithmic Neutrality or Digital Inequality? AI and the Lessons from ISDS. 2026. https://doi.org/10.37417/rivitsproc/3317
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UDTR Global Rights of Nature Legal Library. Algorithmic Neutrality or Digital Inequality? AI and the Lessons from ISDS. Documentary record: https://www.declarationuniverselledesdroitsdelarbre.org/global-rights-of-nature-radar/reference/r-b6f16402ebdfff3eee135a0c3febe7f5/ · Last HTTP verification: not performed
Research dossiers and documentary relations
Source roles
Bibliographic / original publication source · https://doi.org/10.37417/rivitsproc/3317
An authority link alone does not verify a legal claim. Abstracts and full texts remain subject to their source terms.
Documentary status
Relevance pending
Library
This identity is not yet included in the Legal Library.