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@inproceedings{bender2021dangers,
title={On the dangers of stochastic parrots: Can language models be too big?},
author={Bender, Emily M and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret},
booktitle={Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency},
pages={610--623},
year={2021}
}
@article{bommasani2021opportunities,
title={On the opportunities and risks of foundation models},
author={Bommasani, Rishi and others},
journal={arXiv preprint arXiv:2108.07258},
year={2021}
}
@article{hu2021lora,
title={{LoRA}: Low-rank adaptation of large language models},
author={Hu, Edward J and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu},
journal={arXiv preprint arXiv:2106.09685},
year={2021}
}
@book{wooldridge2009introduction,
title={An Introduction to {MultiAgent} Systems},
author={Wooldridge, Michael},
year={2009},
publisher={John Wiley \& Sons}
}
@article{wu2023autogen,
title={{AutoGen}: Enabling next-gen {LLM} applications via multi-agent conversation},
author={Wu, Qingyun and Bansal, Gagan and Zhang, Jieyu and Wu, Yiran and Li, Beibin and Zhu, Erkang and Jiang, Li and Zhang, Xiaoyun and Zhang, Shaokun and Liu, Jiale and others},
journal={arXiv preprint arXiv:2308.08155},
year={2023}
}
@article{good1966speculations,
title={Speculations concerning the first ultraintelligent machine},
author={Good, Irving John},
journal={Advances in Computers},
volume={6},
pages={31--88},
year={1966}
}
@inproceedings{wei2022chain,
title={Chain-of-thought prompting elicits reasoning in large language models},
author={Wei, Jason and Wang, Xuezhi and Schuurmans, Dale and Bosma, Maarten and Ichter, Brian and Xia, Fei and Chi, Ed and Le, Quoc V and Zhou, Denny},
booktitle={Advances in Neural Information Processing Systems},
year={2022}
}
@inproceedings{shinn2023reflexion,
title={Reflexion: Language agents with verbal reinforcement learning},
author={Shinn, Noah and Cassano, Federico and Gopinath, Ashwin and Narasimhan, Karthik and Yao, Shunyu},
booktitle={Advances in Neural Information Processing Systems},
year={2023}
}
@article{baars1997theatre,
title={In the theatre of consciousness: Global workspace theory, a rigorous scientific theory of consciousness},
author={Baars, Bernard J},
journal={Journal of Consciousness Studies},
volume={4},
number={4},
pages={292--309},
year={1997}
}
@article{friston2010free,
title={The free-energy principle: A unified brain theory?},
author={Friston, Karl},
journal={Nature Reviews Neuroscience},
volume={11},
pages={127--138},
year={2010}
}
@article{tononi2004information,
title={An information integration theory of consciousness},
author={Tononi, Giulio},
journal={BMC Neuroscience},
volume={5},
number={42},
year={2004}
}
@inproceedings{pfeiffer2020adapterhub,
title={{AdapterHub}: A framework for adapting transformers},
author={Pfeiffer, Jonas and R{\"u}ckl{\'e}, Andreas and Poth, Clifton and Kamath, Aishwarya and Vuli{\'c}, Ivan and Ruder, Sebastian and Cho, Kyunghyun and Gurevych, Iryna},
booktitle={Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations},
pages={46--54},
year={2020}
}
@inproceedings{dettmers2023qlora,
title={{QLoRA}: Efficient finetuning of quantized language models},
author={Dettmers, Tim and Pagnoni, Artidoro and Holtzman, Ari and Zettlemoyer, Luke},
booktitle={Advances in Neural Information Processing Systems},
year={2023}
}
@article{mehrabi2021survey,
title={A survey on bias and fairness in machine learning},
author={Mehrabi, Ninareh and Morstatter, Fred and Saxena, Nripsuta and Lerman, Kristina and Galstyan, Aram},
journal={ACM Computing Surveys},
volume={54},
number={6},
pages={1--35},
year={2021}
}
@book{schuld2018supervised,
title={Supervised Learning with Quantum Computers},
author={Schuld, Maria and Petruccione, Francesco},
year={2018},
publisher={Springer}
}
@article{harrison2025citizenscience,
title={Citizen-science quantum and chaos simulations orchestrated by the {Codette} {AI} suite},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.15342466},
year={2025}
}
@inproceedings{vaswani2017attention,
title={Attention is all you need},
author={Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, {\L}ukasz and Polosukhin, Illia},
booktitle={Advances in Neural Information Processing Systems},
pages={5998--6008},
year={2017}
}
@article{harrison2025ethics,
title={{AI} ethics in realtime ({Codette} \& {Pidette})},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.15214462},
year={2025}
}
@article{harrison2025dreamreal,
title={The day the dream became real: Recursive memory and emergent identity in ethical {AI}},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.15685769},
year={2025}
}
@article{harrison2025dreamcore,
title={{Codette DreamCore}: Memory anchoring and wake-state emotional mapping engine},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.16388758},
year={2025}
}
@article{harrison2025aegisnexus,
title={{AEGIS-Nexus}: Unified cognitive framework for ethical signal processing},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.16644058},
year={2025}
}
@article{harrison2025codetteethical,
title={{Codette}: An ethical, multi-agent, quantum-inspired {AI} development environment},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.16894230},
year={2025}
}
@article{harrison2025codettefinal,
title={{Codette} framework final {AGI}},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.16728523},
year={2025}
}
@article{harrison2025healdette,
title={{Healdette}: Ancestry-aware antibody design pipeline},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.17227517},
year={2025}
}
@article{harrison2026recursive,
title={Recursive {AI} with {Codette}},
author={Harrison, Jonathan},
journal={Zenodo},
doi={10.5281/zenodo.18167802},
year={2026}
}
@misc{harrison2025codettehf,
title={{Codette} (Revision a265948)},
author={Harrison, Jonathan},
howpublished={Hugging Face},
doi={10.57967/hf/5073},
year={2025}
}
@article{grattafiori2024llama,
title={The {Llama} 3 herd of models},
author={Grattafiori, Aaron and others},
journal={arXiv preprint arXiv:2407.21783},
year={2024}
}