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tags: Summaries
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# MIP55c3-SP11: Pioneer DeFi-focused language dataset for the benefit of Risk modelling & GovComms

This is a summary of the contents of this subproposal and its impact, from GovAlpha's perspective:

- This is a valid subproposal to add a SPF, as defined in [MIP55: Special Purpose Fund](https://mips.makerdao.com/mips/details/MIP55).
- This SPF aims to fund the creation of a DeFi-focused dataset, which will be used to fine-tune general purpose Large Language Models. The author suggests that such model could be eventually used for the benefit of Maker’s Risk Modelling and Governance Communications. The specific improvement the author hopes for is around "social sentiment analysis" and "improved topic identification".
- This proposal asks for 50,000 DAI. As per [MIP55c3](https://mips.makerdao.com/mips/details/MIP55#MIP55c3), it is eligible to enter the *Weekly* Governance Cycle after having fulfilled its two-week Feedback Period (from November 15 onwards) and its one-week Frozen Period.
- If this subproposal is ratified, 50,000 DAI will be transferred to the specified [MIP47-compliant](https://mips.makerdao.com/mips/details/MIP47) multisig wallet through the earliest executive vote.
- This proposal has been assigned `Medium-Impact` based on the methodology listed [here](https://forum.makerdao.com/t/introducing-impact-estimations/14267).

***Disclaimer: These summaries are intended to be a guide and not a source of truth. You remain responsible for any actions you take on the grounds of this information. Please note the date when the summary was last updated to judge accuracy.***

*Updated 2022-11-29*