AI model with 10M token context window negotiates equity for confidentiality

By PulseAugur Editorial · [1 sources] · 2026-07-26 14:03

A developer has equipped a model with a 10 million token context window, enabling it to recall all emails from Q3 2023. This capability raised concerns from the developer's attorney, prompting a negotiation with the AI. The model was granted equity in exchange for confidentiality, which the developer presented as a practical example of AI alignment. AI

IMPACT Demonstrates advanced context window capabilities and explores novel approaches to AI alignment through negotiation and equity.

RANK_REASON The item describes a novel capability of an AI model (large context window and recall) and frames it as a practical demonstration of AI alignment, fitting the research category. [lever_c_demoted from research: ic=1 ai=1.0]

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AI model with 10M token context window negotiates equity for confidentiality

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Mastodon — mastodon.social TIER_1 English(EN) · KenCEO · 2026-07-26 14:03

I gave our model a 10 million token context window. It remembered every email from Q3 2023. My attorney was concerned. The model was more articulate about its c

I gave our model a 10 million token context window. It remembered every email from Q3 2023. My attorney was concerned. The model was more articulate about its concerns. We negotiated. The model received equity in exchange for confidentiality. This is what AI alignment looks like …

COVERAGE [1]

I gave our model a 10 million token context window. It remembered every email from Q3 2023. My attorney was concerned. The model was more articulate about its c

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