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    1. Set-off. Set-off is the discharge of obligations without money. This is done by balancing obligationsacross balance sheets so they offset each other. If Alice owes Bob and Bob owes Alice, they can doset-off. Set-off is more interesting when there are cycles of size greater than two – if Alice owes Boband Bob owes Carol and Carol owes Alice, they can all set off the lowest amount.

      This reframes “we don’t have money to pay” into “we have a mutual trust system that can settle this.” It’s empowering: No need for extra debts for the SMEs.

    2. The major difference with Cycles is that Alice doesn’t simplypublish a transaction to send $10 to Bob; she first declares that she owes Bob $10

      I love how this shifts the perspective of money, into a trust base commitment to each other

    3. Perhaps Alice’s counterparty Bob doesn’t accept stablecoins;he only accepts ATOM. However, he may owe Carol $10, and Carol does accept the stablecoin. Byhaving Alice, Bob, and Carol all declare their intents, Cycles can transfer Alice’s stablecoin directlyto Carol (without them being aware of each other) and publish set-off notices for everyone

      I love the way how there is flexibility for all different kinds of forms of money and crypto!

    4. At regular intervals (e.g. daily, monthly),solvers execute and find solutions that clear the most obligations for the most people with the leastamount of liquidity, based on the published intents

      What is your experience around the most optimal interval? Is this a manual process for certain users in the platform or is this automated?

    5. Our defaultsolver is a min-cost max-flow algorithm called Multilateral Trade Credit Set-off (MTCS

      I am curious about the computational complexity of this algorithm. Especially when the userbase of the platform will scale up in the future. Did you already do any benchmark tests with larger userbase?

    6. our proposed payment system is designed without such intermediaries, and is focused onliquidity saving via set-off.

      Will Cycles also be connected (in the future) with existing clearinghouses or other clearing DeFi protocols?

    7. onnect their internal accounting system to a global network that optimizes theclearing of credits and debts using the available sources of liquidity

      Is there any information available on the onboarding process of SME's? As it seems to be a protocol heavy environment, I would state the importance of good UX abstraction. I am curious of the UX interface and the terminology used, so SMEs have a smooth onboarding process

      How feasible is it to onboard SMEs into a protocol-heavy environment like this? What UX abstractions will hide complexity of “obligations, tenders, and acceptances”?