Please don’t copypasta your tweets here. Go the extra step to tag or untag.
Payment reliability is the most important metric for the Lightning Network as a payment system.
We teamed up with @HelloStillmark to deliver research that leverages machine learning to bring enterprise payment reliability to the Lightning Network.
Our New Research: "Channel Balance Interpolation in the Lightning Network via Machine Learning" decimates the tired and risky approach of probing to find a reliable payment route.
Combining crowdsourced data and machine learning means reliable payments on LN with less spam.
We're applying this methodology to a new pathfinding-as-a-service feature that is showing extremely promising early results.
We're looking for exchanges, rewards programs, or play-to-earn with high outbound payment volume to put our pathfinding service to a real-world test.
To learn more about our research or to join us as part of our payment operations solution, be sure to visit: https://rpo.dev/pathfinding
This research would not be possible without our collaborators:
@HelloStillmark
@vsingh_5
@emaros96
And peer reviewers:
@renepickhardt
Dr. Christian Kummerle
@alexbosworth
Discussion
These folks don't have nostr profiles to tag, but they're still deserving of credit!