Knowledge Resource · Open access
Research Summary: From Public Evidence to Contractual Outcome: First and Stable Decidability on Kalshi
- Original authors
- Attribution requires verification
- Original source
- arXiv — Computers and Society
- Summary & Analysis prepared by
- Aziz Shuaib Ausi
- Resource type
- Research Summary / Knowledge Resource
- Resource published on AZIZ OS
- 16 September 2026
- Last updated
- 30 September 2026
- Reading time
- 1 min
- Publication type
- Knowledge Resource
- Availability
- Open access
About this Summary & Analysis
AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.
This research introduces the concepts of 'first decidability' and 'stable decidability' within prediction markets, specifically referencing the Kalshi platform. These concepts define the earliest point at which public evidence is sufficient to settle a contract and the earliest point at which this determination remains unchanged through finalization, respectively. A retrospective identification test and a blind pilot study were conducted to establish the feasibility of these concepts, with positive outcomes regarding identity recovery and rule text validation.
Why it matters
This research is strategically important as it introduces formalized concepts for determining definitive contract settlement in prediction markets, addressing ambiguities arising from evolving evidence. Establishing clear 'decidability' metrics can enhance the reliability, transparency, and trust in such platforms, potentially influencing operational standards for financial or information markets that rely on external evidence for contract resolution.
Key insights
- Public evidence can be sufficient to settle prediction market contracts before official venue determination.
- The timing of contract settlement depends on factors such as rule versions, release objects, source hierarchy, correction history, and unfinished contract conditions.
- The research defines 'first decidability' as the earliest contemporaneous singleton in the rule-evidence mapping.
- It defines 'stable decidability' as the retrospective earliest time after which the same singleton determination remains unchanged through finalization.
- A completed retrospective identification test demonstrated narrow feasibility for these concepts.
- A frozen blind pilot successfully recovered current rule text and passed identity and blinding checks for all 25 instances.
Source
arXiv — Computers and Society — https://arxiv.org/abs/2609.16642
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- Verification ID
- ASA-EXE-2026-00598
- Version
- v1.0 · r0
- Issued
- 16 September 2026
- Resource prepared by
- Aziz Shuaib Ausi
- Resource status
- Research Summary / Knowledge Resource
- Underlying work
- From Public Evidence to Contractual Outcome: First and Stable Decidability on Kalshi
- Original authors
- Attribution requires verification
- Original source
- arXiv — Computers and Society
- Provenance status
- Attribution requires verification
- Rights
- Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.
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