# Decentralized systems

`kaal:entity:decentralized-systems`

**Status.** derived

This node is assembled mechanically from the 4 claims that carry the concept tag `decentralized-systems`. 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

4 claims across 4 works, 2018 to 2026.

**2018**

- [3125822-002](https://wulfkaal.github.io/claims/3125822-002) [failure/asserted] *(failure mode)* -- Reputation value in any decentralized reputational system can be corrupted through three channels: direct purchase of reputation, automated worthless work, and degeneration of the system into a majority of inexpert opinions.
  > In any such decentralized reputational system there is always the potential to corrupt the value of reputation by purchasing it directly, or through automated worthless work, or through the degeneration of a majority of inexpert opinions.
  Craig Calcaterra, Wulf A. Kaal, Vlad Andrei, Blockchain Infrastructure for Measuring Domain Specific Reputation in Autonomous Decentralized and A (2018). SSRN: https://ssrn.com/abstract=3125822

**2019**

- [3406323-038](https://wulfkaal.github.io/claims/3406323-038) [failure/asserted] *(failure mode)* -- Without a core common ethical denominator, decentralized systems cannot last: they lose coherence, become attackable, and can be corrupted, leading to suboptimal societal outcomes.
  > Without a core common ethical denominator, decentralized systems cannot last, they lose coherence, become attackable, and can be corrupted, leading to suboptimal societal outcomes.
  Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323

**2021**

- [3808873-032](https://wulfkaal.github.io/claims/3808873-032) [mechanism/argued] *(failure mode)* -- An algorithmic future in which most human decisions are predicted or performed by algorithms threatens human individuality, and the resulting loss of diversity of human experience and of unpredictability threatens the diversity of nodes in decentralized systems.
  > An algorithmic future where most of humans' decisions are predicted and or performed by algorithms creates a threat for human individuality. The lack of diversity of human experiences and lacking unpredictability create a threat to diversity of nodes in decentralized systems.
  Wulf A. Kaal, Decentralization Neutralizers (2021). SSRN: https://ssrn.com/abstract=3808873

**2026**

- [6269518-003](https://wulfkaal.github.io/claims/6269518-003) [predictive/argued] *(failure mode)* -- Citation-weighted payment mechanisms as currently formulated will systematically erode the quality of knowledge attribution in any decentralized reputation system if the incentive misalignment is left unaddressed.
  > This paper demonstrates, however, that citation-weighted payment mechanisms as currently formulated contain a fundamental incentive misalignment that, if left unaddressed, will systematically erode the quality of knowledge attribution in any decentralized reputation system.
  Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518

## 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/decentralized-systems.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.