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:
This research would not be possible without our collaborators:
@HelloStillmark
@vsingh_5
@emaros96
And peer reviewers:
@renepickhardt
Dr. Christian Kummerle
@alexbosworth
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: 
Amboss Technologies, Inc.
Amboss Technologies, Inc.
Intelligent payment infrastructure built on Bitcoin: designed for real-time, low-cost transactions that scale effortlessly, empowering next-gen dig...

Lightning channels are reusable payments infrastructure, gaining efficiency with each lightning payment versus on-chain Bitcoin transactions or traditional card payments.
The swap space required is the monthly *NET* payment inflows. Any payments made from a lightning business reduce the swap space required.
Lightning is therefore ideally suited for low margin businesses where payment processing costs are large relative to profit margins.
Lightning Network becomes a competitive edge for the pioneers of better payments.

#lightningnetwork

Lightning is perfect to avoid these events with existing channels.
Sustained high fees, however, drive channel purchases. Why do a single use transaction when you can make a reusable channel txn?
## Need liquidity to your node?
Use Hydro.
#memes #funny


Dive deeper into the capacity stats here and view them in other currencies.