@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} }