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jeffabaileyCopilot
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Update innersource-and-ai/risks-and-guardrails.md
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## Walled gardens and uneven access to AI tooling
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Access to AI tools varies across companies. Some teams have broad access, while others face restrictions due to API limits, approval delays, or group-specific access. This risks creating 'walled gardens' in InnerSource, where collaboration depends more on access to tools than on work merit or community needs.
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Access to AI tools varies across companies. Some teams have broad access, while others face restrictions due to API limits, approval delays, or group-specific access. This risks creating "walled gardens" in InnerSource, where collaboration depends more on access to tools than on work merit or community needs.
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An ISPO's role mirrors an OSPO's: not to deploy tooling, but to track access disparities affecting collaboration. When contribution patterns shift due to faster iteration by some teams, the ISPO should highlight this as a signal. It can then recommend policies to address uneven access: contribution norms without AI dependence, universal review standards, and guidance on equitable collaboration.
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