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@megynkelly @ScottAdamsSays Megyn, thank you for putting into succinct words what so many of us are feeling but are at a loss to express. Scott, “what she said”. But again, we love you (speaking for three generations in my family).

@LostMyHats Thanks for this succinct analysis. Too many people consider him a martyr. But I’m not sure he was orthodox ( literary ) christian.

@JamieBonkiewicz @joyann48 Powerful and succinct.

Today's work has been momentous and we've made immense strides in the next four short-term modules and upgrades that will be implemented into the Moonbeam engine soon: - the "Adaptability Upgrade" - the Perpetual Epoch Market Making module - the Liquidity Depth Shield upgrade - the Cross-Epoch Memory upgrade For the sake of being succinct and terse and keeping things in order, we will focus on the Liquidity Depth Shield upgrade in this thread including: - in-depth explanation on what this upgrade is - how it fits into the overall Moonbeam engine architecture - it's effect and the benefits of using it - the work done on this upgrade today The Liquidity Depth Shield (hereby referred to as LDS) is a protective mechanism that dynamically reinforces pool reserves around critical price zones. Unlike passive LP strategies, the LDS actively monitors sell pressure by swap velocity and intensity and pre-positions liquidity buffers to absorb large sell swaps and prevent sell cascades. In short, the LDS is the first core upgrade to one of Moonbeam's original and foundational ideas of creating asymmetric price action through intelligent liquidity management. The core Moonbeam engine is using the original logic (the formulaic decision trees) with great efficiency, however, the LDS upgrade will amplify the already-effective liquidity management that the Moonbeam engine procures, tenfold. How does the LDS upgrade achieve this though? The LDS operates through a three-stage process: detection, deployment, and recovery. In the detection stage (perpetually running), the LDS module continuously monitors various data streams including swap velocity and intensity, historical slippage patterns (getting caught in "ranges," this module assists in breaking sideways chop by creating asymmetric alleviation towards the upside by greatly limiting the downside), pool reserve depth + epochal pooled fees for usage and large wallet activity. These signals are combined into a "Vulnerability Score" from 0-100. In the next stage, the deployment phase, the LDS module deploys liquidity buffers when certain thresholds are met in regards to Vulnerability Scores. Depending on the severity of expected vulnerability scores, the liquidity buffers are broken into tiered systems to match the expected intensity for an equal intensity of alleviation. In the final stage, the recovery phase, the LDS module prepares to replenish reserves for the next absorption event. After an absorption event, the deployed buffer has been partially or fully consumed (converted from LP to tokens). The LDS then enters recovery mode, filling the shield reserves from the collective epochal fee pool accumulation. Priority goes first to the emergency reserve (tier 3), then tier 2, then tier 1. In short, the LDS is an immense upgrade to the core Moonbeam engine that allows for autonomous liquidity buffers to be deployed and alleviate expected sell pressure prior to it happening. The LDS also dual-functions as a "chop breaker" where if a token is stuck in a sideways trend, the LDS inherently blocks the sell pressure and allows the buy pressure to build, therefore allowing ranging tokens to break their sideways movement. Documentation examples for the Liquidity Depth Shield upgrade linked in this post.

@SnarkMessier Depressed. Is that succinct enough?