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Updated content based on ICLR acceptance
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_bibliography/papers.bib

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author = {Hammond, Lewis and Adam-Day, Sam},
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title = {Neural Interactive Proofs},
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year = {2024},
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note = {Preprint},
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note = {Accepted to ICLR 2025},
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howpublished = {Preprint},
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booktitle = {Next Generation of AI Safety Workshop, ICML '24},
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bibtex_show = {true},
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eprint = {2412.08897},
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archiveprefix = {arXiv},
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primaryclass = {cs.AI},
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arxiv = {2412.08897},
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abstract = {We consider the problem of how a trusted, but computationally bounded agent (a 'verifier') can learn to interact with one or more powerful but untrusted agents ('provers') in order to solve a given task without being misled. More specifically, we study the case in which agents are represented using neural networks and refer to solutions of this problem as neural interactive proofs. First we introduce a unifying framework based on prover-verifier games (Anil et al., 2021), which generalises previously proposed interaction 'protocols'. We then describe several new protocols for generating neural interactive proofs, and provide a (theoretical) comparison of both new and existing approaches. In so doing, we aim to create a foundation for future work on neural interactive proofs and their application in building safer AI systems.},
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preview = {nip-schematic.png},
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selected = {true}
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}
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2020
@inproceedings{adam-day-et-al-2024-aas-constant,

_news/07-nip-icml-workshop.md

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layout: post
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date: 2024-06-28 09:00:00+0000
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My joint workshop paper [Neural Interactive Proofs](https://openreview.net/forum?id=RhEND1litL) will be presented at the ICML 2024 Next Generation of AI Safety Workshop.

_news/09-nip-iclr.md

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date: 2025-01-23 09:00:00+0000
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My joint paper [Neural Interactive Proofs](https://openreview.net/forum?id=RhEND1litL) has been accepted for publication at the [ICLR Conference](https://iclr.cc/Conferences/2025).

assets/pdf/CV-Sam-Adam-Day.pdf

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