# Deployment `kaal:entity:deployment` **Status.** derived This node is assembled mechanically from the 2 claims that carry the concept tag `deployment`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself. ## Every claim under this term 2 claims across 2 works, 2025 to 2026. **2025** - [5541658-031](https://wulfkaal.github.io/claims/5541658-031) [failure/argued] *(failure mode)* -- Experimental studies suggest risks such as bias amplification from judicial AI, but there is little empirical data on how those risks actually manifest in operational courtrooms, which leaves practical integration guidelines undeveloped. > While experimental studies suggest risks like bias amplification, there is little empirical data on how these risks manifest in operational judicial settings. Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658 **2026** - [6655138-049](https://wulfkaal.github.io/claims/6655138-049) [design/asserted] -- The architecture is infrastructure neutral: it applies to any settlement substrate supporting stake-weighted validation, on-chain identity, and a representation of agent state, so implementations on different substrates are translations of the same primitive rather than different primitives. > The architecture is infrastructure neutral. It applies to any settlement substrate that supports stake-weighted validation, on-chain identity, and a representation of agent state. Wulf A. Kaal, Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems (2026). SSRN: https://ssrn.com/abstract=6655138 ## Verify Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust. curl -s https://wulfkaal.github.io/entities/deployment.md | sha256sum **Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.