As was the case for the [Praos variant of Ouroboros](https://ouroboros-network.cardano.intersectmbo.org/pdfs/network-design/network-design.pdf#subsection.5.1), the specification embodied in the published and peer-reviewed [research paper for Ouroboros Leios](https://eprint.iacr.org/2025/1115.pdf) was not intended to be directly implementable. Initial research and development studies confirmed this expectation, identifying several unsolved problems with the fully concurrent block production design when considering the concrete Cardano ledger and what consequences this would have (TODO: cite suitable R&D reports, [Tech Report #2](https://github.com/input-output-hk/ouroboros-leios/blob/main/docs/technical-report-2.md#conflicts-ledger-and-incentives)).
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