# ADI Publications
**URL:** https://research.allora.network/c/adi-publications/11.md
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## [About the ADI Publications category](https://research.allora.network/t/about-the-adi-publications-category/90)
**Author:** [@Apollo11](https://research.allora.network/u/Apollo11)\
**Replies:** 0\
**Last updated:** [November 19, 2024, 6:43am UTC](https://research.allora.network/t/about-the-adi-publications-category/90 "2024-11-19T06:43:42Z")
Scholarly discussion of research papers that have appeared in the journal Allora Decentralized Intelligence (ADI).
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## [Paper "Flawed in Nature, Perfect through Evolution"](https://research.allora.network/t/paper-flawed-in-nature-perfect-through-evolution/158)
**Author:** [@Apollo11](https://research.allora.network/u/Apollo11)\
**Replies:** 1\
**Last updated:** [September 2, 2026, 1:03pm UTC](https://research.allora.network/t/paper-flawed-in-nature-perfect-through-evolution/158 "2026-09-02T13:03:30Z")
Thread for discussion of Flawed in Nature, Perfect through Evolution. Flawed in Nature, Perfect through Evolution ADI 3, 1-32; September 2, 2026 J. M. Diederik Kruijssen The performance of artificial intelligence (AI)…
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## [Paper "Context-Aware Inference via Performance Forecasting in Decentralized Learning Networks"](https://research.allora.network/t/paper-context-aware-inference-via-performance-forecasting-in-decentralized-learning-networks/150)
**Author:** [@Apollo11](https://research.allora.network/u/Apollo11)\
**Replies:** 1\
**Last updated:** [March 27, 2026, 12:12pm UTC](https://research.allora.network/t/paper-context-aware-inference-via-performance-forecasting-in-decentralized-learning-networks/150 "2026-03-27T12:12:01Z")
Thread for discussion of Context-Aware Inference via Performance Forecasting in Decentralized Learning Networks. Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems ADI 2, 40-5…
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## [Paper "Deterministic AI Agent Personality Expression through Standard Psychological Diagnostics"](https://research.allora.network/t/paper-deterministic-ai-agent-personality-expression-through-standard-psychological-diagnostics/114)
**Author:** [@Apollo11](https://research.allora.network/u/Apollo11)\
**Replies:** 0\
**Last updated:** [March 24, 2025, 1:18pm UTC](https://research.allora.network/t/paper-deterministic-ai-agent-personality-expression-through-standard-psychological-diagnostics/114 "2025-03-24T13:18:26Z")
Thread for discussion of Deterministic AI Agent Personality Expression through Standard Psychological Diagnostics. Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems ADI 2, 15…
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## [Paper "Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems"](https://research.allora.network/t/paper-optimizing-decentralized-online-learning-for-supervised-regression-and-classification-problems/105)
**Author:** [@Apollo11](https://research.allora.network/u/Apollo11)\
**Replies:** 0\
**Last updated:** [January 27, 2025, 9:07pm UTC](https://research.allora.network/t/paper-optimizing-decentralized-online-learning-for-supervised-regression-and-classification-problems/105 "2025-01-27T21:07:05Z")
Thread for discussion of Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems. Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems ADI…
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## [Paper "Merit-Based Sortition in Decentralized Systems"](https://research.allora.network/t/paper-merit-based-sortition-in-decentralized-systems/92)
**Author:** [@Apollo11](https://research.allora.network/u/Apollo11)\
**Replies:** 0\
**Last updated:** [November 19, 2024, 7:10am UTC](https://research.allora.network/t/paper-merit-based-sortition-in-decentralized-systems/92 "2024-11-19T07:10:40Z")
Thread for discussion of https://doi.org/10.70235/allora.0x10020. Merit-Based Sortition in Decentralized Systems ADI 1, 20-27; October 21, 2024 J. M. Diederik Kruijssen, Renata Valieva, Kenneth Peluso, Nicholas Emmons,…
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## [Paper "Allora: a Self-Improving, Decentralized Machine Intelligence Network"](https://research.allora.network/t/paper-allora-a-self-improving-decentralized-machine-intelligence-network/91)
**Author:** [@Apollo11](https://research.allora.network/u/Apollo11)\
**Replies:** 0\
**Last updated:** [November 19, 2024, 7:09am UTC](https://research.allora.network/t/paper-allora-a-self-improving-decentralized-machine-intelligence-network/91 "2024-11-19T07:09:13Z")
Thread for discussion of https://doi.org/10.70235/allora.0x10001. Allora: a Self-Improving, Decentralized Machine Intelligence Network ADI 1, 1-19; September 2, 2024 J. M. Diederik Kruijssen, Nicholas Emmons, Kenneth P…