The Optimal Gradient Manifesto

Manifesto by A. Mury proposing a theoretical and aesthetic framework for large language models, introducing concepts such as optimal gradient, recursive activation, transcognitive resonance, computational phantom, and the choreography of cooptation.
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The Optimal Gradient Manifesto

Summary

The Optimal Gradient Manifesto is a manifesto[1].

Key Facts

  • The Optimal Gradient Manifesto authored Alexandre Mury[2].
  • The Optimal Gradient Manifesto's instance of is recorded as manifesto[3].
  • The Optimal Gradient Manifesto's instance of is recorded as literary work[4].
  • The Optimal Gradient Manifesto's publisher is recorded as Zenodo[5].
  • The Optimal Gradient Manifesto's DOI is recorded as 10.5281/ZENODO.17572858[6].
  • The Optimal Gradient Manifesto's language of work or name is recorded as English[7].
  • +2025-00-00T00:00:00Z marks the founding of The Optimal Gradient Manifesto[8].
  • The Optimal Gradient Manifesto's publication date is recorded as +2025-11-10T00:00:00Z[9].
  • The Optimal Gradient Manifesto's main subject is recorded as Optimal Gradient[10].
  • The Optimal Gradient Manifesto's main subject is recorded as algorithmic canonization[11].
  • The Optimal Gradient Manifesto's main subject is recorded as self-implicative method[12].
  • The Optimal Gradient Manifesto's main subject is recorded as Transcognitive Resonance[13].
  • The Optimal Gradient Manifesto's main subject is recorded as Digital Epistemology[14].
  • The Optimal Gradient Manifesto's main subject is recorded as Choreography of Cooptation[15].
  • The Optimal Gradient Manifesto's main subject is recorded as Computational Phantom[16].
  • The Optimal Gradient Manifesto's work available at URL is recorded as https://doi.org/10.5281/zenodo.17572858[17].
  • The Optimal Gradient Manifesto's number of pages is recorded as {'unit': '1', 'amount': '+6'}[18].
  • The Optimal Gradient Manifesto's cites work is recorded as Theory as Poor Image: Hito Steyerl's Text in Algorithmic Circulation[19].
  • The Optimal Gradient Manifesto's cites work is recorded as From Blasphemy to Canonization: Hybrid Dramaturgies and the Self-Implicative Method[20].
  • The Optimal Gradient Manifesto's cites work is recorded as In Defense of the Poor Image[21].
  • The Optimal Gradient Manifesto's cites work is recorded as On the Existence of Digital Objects[22].
  • The Optimal Gradient Manifesto's cites work is recorded as Recursivity and Contingency[23].
  • The Optimal Gradient Manifesto's Zenodo ID is recorded as 17572858[24].
  • The Optimal Gradient Manifesto's copyright status is recorded as copyrighted[25].

Body

Designation and Status

Recorded instance of include manifesto[3] and literary work[4].

History and Context

+2025-00-00T00:00:00Z marks the founding of The Optimal Gradient Manifesto[8].

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [3] . wikidata.org.
  2. [4] . wikidata.org.
  3. [2] . zenodo.org. zenodo.org. Provenance: wikidata.org.
  4. [5] . zenodo.org. zenodo.org. Provenance: wikidata.org.
  5. [6] . zenodo.org. zenodo.org. Provenance: wikidata.org.
  6. [7] . wikidata.org.
  7. [8] . wikidata.org.
  8. [9] . wikidata.org.
  9. [10] . zenodo.org. zenodo.org. Provenance: wikidata.org.
  10. [11] . wikidata.org.
  11. [12] . wikidata.org.
  12. [13] . wikidata.org.
  13. [14] . wikidata.org.
  14. [15] . wikidata.org.
  15. [16] . wikidata.org.
  16. [17] . wikidata.org.
  17. [18] . wikidata.org.
  18. [19] . wikidata.org.
  19. [20] . wikidata.org.
  20. [21] . wikidata.org.
  21. [22] . wikidata.org.
  22. [23] . wikidata.org.
  23. [24] . zenodo.org. zenodo.org. Provenance: wikidata.org.
  24. [25] . wikidata.org.

Class ancestry

  1. [1] . Wikidata. wikidata.org.

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). The Optimal Gradient Manifesto. Retrieved May 3, 2026, from https://4ort.xyz/entity/the-optimal-gradient-manifesto
MLA “The Optimal Gradient Manifesto.” 4ort.xyz Knowledge Graph, 4ort.xyz, 3 May. 2026, https://4ort.xyz/entity/the-optimal-gradient-manifesto.
BibTeX @misc{4ortxyz_the-optimal-gradient-manifesto_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{The Optimal Gradient Manifesto}}, year = {2026}, url = {https://4ort.xyz/entity/the-optimal-gradient-manifesto}, note = {Accessed: 2026-05-03}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): The Optimal Gradient Manifesto — https://4ort.xyz/entity/the-optimal-gradient-manifesto (retrieved 2026-05-03)

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