# Decentralized Risk Management ⎊ Area ⎊ Resource 144 --- ## What is the Algorithm of Decentralized Risk Management? ⎊ Decentralized Risk Management, within cryptocurrency and derivatives, leverages computational methods to automate risk assessment and mitigation, moving beyond centralized intermediaries. Smart contracts execute pre-defined rules based on real-time market data, enabling dynamic adjustments to collateralization ratios or position sizing without manual intervention. This algorithmic approach aims to reduce counterparty risk and operational inefficiencies inherent in traditional systems, particularly relevant in the 24/7 nature of crypto markets. The efficacy of these algorithms relies heavily on robust oracles providing accurate and timely data feeds, and continuous backtesting to adapt to evolving market conditions. ## What is the Adjustment of Decentralized Risk Management? ⎊ Effective Decentralized Risk Management necessitates continuous portfolio adjustment based on volatility surfaces and correlation shifts observed in both the underlying cryptocurrency and related derivative instruments. Options strategies, such as delta-neutral hedging, are implemented through automated market maker (AMM) protocols, dynamically rebalancing exposures to maintain desired risk parameters. This adaptive process minimizes impermanent loss and maximizes capital efficiency, responding to changes in implied volatility and market liquidity. Precise calibration of these adjustments is crucial, demanding sophisticated quantitative models and real-time monitoring of market microstructure. ## What is the Asset of Decentralized Risk Management? ⎊ The core of Decentralized Risk Management revolves around the secure and transparent management of digital assets used as collateral or underlying exposures in derivative contracts. Tokenized collateral, representing real-world assets or other cryptocurrencies, facilitates efficient risk transfer and reduces systemic risk compared to traditional over-the-counter (OTC) markets. Proper asset custody and smart contract security are paramount, mitigating the potential for hacks or exploits that could lead to significant losses. Diversification of collateral types and the implementation of robust liquidation mechanisms are essential components of a sound asset management strategy. --- ## [Automated Margin Adjustment](https://term.greeks.live/definition/automated-margin-adjustment/) Dynamic collateral management adjusting requirements in real-time to maintain position solvency during market volatility. ⎊ Definition ## [Oracle Based Rebalancing](https://term.greeks.live/definition/oracle-based-rebalancing/) Utilizing external price and data feeds to automatically trigger protocol adjustments and liquidity rebalancing events. ⎊ Definition ## [Corporate Governance Standards](https://term.greeks.live/term/corporate-governance-standards/) Meaning ⎊ Corporate governance standards provide the algorithmic and social framework necessary to manage decentralized risk and protocol evolution. ⎊ Definition ## [Hedging Efficiency Metrics](https://term.greeks.live/term/hedging-efficiency-metrics/) Meaning ⎊ Hedging efficiency metrics provide the quantitative rigor necessary to minimize basis risk and optimize variance reduction in decentralized derivatives. ⎊ Definition ## [Automated Market Stability](https://term.greeks.live/term/automated-market-stability/) Meaning ⎊ Automated market stability uses programmatic feedback loops to maintain liquidity and solvency in decentralized derivative markets during volatility. ⎊ Definition ## [Market Maker Protection](https://term.greeks.live/definition/market-maker-protection/) Automated safeguards that pause or adjust trading quotes to protect liquidity providers from extreme losses and toxic flows. ⎊ Definition ## [Protocol Throughput Optimization](https://term.greeks.live/term/protocol-throughput-optimization/) Meaning ⎊ Protocol Throughput Optimization maximizes transaction density in decentralized systems to enable efficient, high-frequency derivative market operations. ⎊ Definition ## [System Solvency](https://term.greeks.live/term/system-solvency/) Meaning ⎊ System Solvency ensures protocol stability by maintaining sufficient collateral to cover all outstanding liabilities across decentralized derivative markets. ⎊ Definition ## [Volatility Shock Absorbers](https://term.greeks.live/term/volatility-shock-absorbers/) Meaning ⎊ Volatility Shock Absorbers are mechanisms designed to stabilize decentralized derivatives by managing liquidation speed and collateral during market stress. ⎊ Definition ## [Sovereign Blockchain Networks](https://term.greeks.live/term/sovereign-blockchain-networks/) Meaning ⎊ Sovereign blockchain networks provide the autonomous, high-performance infrastructure required for secure and efficient decentralized derivatives. ⎊ Definition ## [Chain Analysis Techniques](https://term.greeks.live/term/chain-analysis-techniques/) Meaning ⎊ Chain analysis techniques provide the quantitative forensic framework necessary to evaluate systemic risk and capital flow within decentralized markets. ⎊ Definition ## [Onchain Order Flow Analysis](https://term.greeks.live/term/onchain-order-flow-analysis/) Meaning ⎊ Onchain Order Flow Analysis provides the essential telemetry for quantifying risk and predicting price action within decentralized derivative markets. ⎊ Definition ## [Automated Risk Mitigation Strategies](https://term.greeks.live/term/automated-risk-mitigation-strategies/) Meaning ⎊ Automated Risk Mitigation Strategies programmatically preserve protocol solvency by dynamically adjusting margin and liquidity during market stress. ⎊ Definition ## [Security Data Analytics](https://term.greeks.live/term/security-data-analytics/) Meaning ⎊ Security Data Analytics provides the essential observability required to identify and mitigate systemic technical risks within decentralized markets. ⎊ Definition ## [Liquidation Fee Allocation](https://term.greeks.live/definition/liquidation-fee-allocation/) Distribution of fees from liquidated positions to liquidators, insurance funds, and protocol stakeholders. ⎊ Definition ## [Tokenomics Risk Mitigation](https://term.greeks.live/term/tokenomics-risk-mitigation/) Meaning ⎊ Tokenomics risk mitigation provides the automated, code-based safeguards necessary to maintain solvency and liquidity in decentralized financial systems. ⎊ Definition ## [Data Migration Strategies](https://term.greeks.live/term/data-migration-strategies/) Meaning ⎊ Data migration strategies enable the seamless transfer of state and liquidity across protocol versions to maintain decentralized derivative integrity. ⎊ Definition ## [Cross-Chain Execution](https://term.greeks.live/term/cross-chain-execution/) Meaning ⎊ Cross-Chain Execution enables unified global margin management by synchronizing collateral and derivative state across heterogeneous blockchain networks. ⎊ Definition ## [Collateral Backing Ratios](https://term.greeks.live/definition/collateral-backing-ratios/) The ratio of reserve assets held to support the value of issued synthetic assets or derivative positions. ⎊ Definition ## [Decentralized Finance Accessibility](https://term.greeks.live/term/decentralized-finance-accessibility/) Meaning ⎊ Decentralized Finance Accessibility provides open, permissionless entry to complex derivative markets through transparent, automated protocols. ⎊ Definition ## [Financial Agreements](https://term.greeks.live/term/financial-agreements/) Meaning ⎊ Financial Agreements provide the programmatic infrastructure for decentralized risk transfer and capital allocation within permissionless markets. ⎊ Definition ## [Security Protocol Design](https://term.greeks.live/term/security-protocol-design/) Meaning ⎊ Security Protocol Design provides the computational foundation for decentralized derivatives, ensuring immutable settlement and systemic risk control. ⎊ Definition ## [Inter-Blockchain Value Transfer](https://term.greeks.live/term/inter-blockchain-value-transfer/) Meaning ⎊ Inter-Blockchain Value Transfer enables seamless asset movement and unified collateral management across decentralized networks for global markets. ⎊ Definition ## [Financial Network Security](https://term.greeks.live/term/financial-network-security/) Meaning ⎊ Financial Network Security provides the cryptographic and systemic safeguards required for stable and resilient decentralized derivative execution. ⎊ Definition ## [Adverse Price Impact](https://term.greeks.live/definition/adverse-price-impact/) The negative movement of an asset price following a trade, which often leads to further losses for the executing party. ⎊ Definition ## [Privacy Amplification Techniques](https://term.greeks.live/term/privacy-amplification-techniques/) Meaning ⎊ Privacy amplification techniques provide the cryptographic foundation for ensuring secure, private, and verifiable settlement in decentralized markets. ⎊ Definition ## [Blockchain Protocol Optimization](https://term.greeks.live/term/blockchain-protocol-optimization/) Meaning ⎊ Blockchain Protocol Optimization reduces transaction latency and costs to enable efficient, high-frequency decentralized financial derivative trading. ⎊ Definition ## [Systemic Margin Call Cycles](https://term.greeks.live/definition/systemic-margin-call-cycles/) Automated, recurring waves of forced liquidations across the ecosystem that drive down asset prices during volatility. ⎊ Definition ## [Front-Running Price Updates](https://term.greeks.live/definition/front-running-price-updates/) Exploiting knowledge of pending price updates to execute profitable trades before the oracle reflects the new price. ⎊ Definition ## [Market Depth and Slippage Exploits](https://term.greeks.live/definition/market-depth-and-slippage-exploits/) Exploiting thin market liquidity to force large price movements that trigger unintended protocol-level actions. ⎊ Definition --- ## Raw Schema Data ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://term.greeks.live/" }, { "@type": "ListItem", "position": 2, "name": "Area", "item": "https://term.greeks.live/area/" }, { "@type": "ListItem", "position": 3, "name": "Decentralized Risk Management", "item": "https://term.greeks.live/area/decentralized-risk-management/" }, { "@type": "ListItem", "position": 4, "name": "Resource 144", "item": "https://term.greeks.live/area/decentralized-risk-management/resource/144/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Algorithm of Decentralized Risk Management?", "acceptedAnswer": { "@type": "Answer", "text": "⎊ Decentralized Risk Management, within cryptocurrency and derivatives, leverages computational methods to automate risk assessment and mitigation, moving beyond centralized intermediaries. 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The forms are smooth and rounded, creating a sense of dynamic movement against a dark blue background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/tokenomics-risk-mitigation/", "url": "https://term.greeks.live/term/tokenomics-risk-mitigation/", "headline": "Tokenomics Risk Mitigation", "description": "Meaning ⎊ Tokenomics risk mitigation provides the automated, code-based safeguards necessary to maintain solvency and liquidity in decentralized financial systems. ⎊ Definition", "datePublished": "2026-03-28T19:00:49+00:00", "dateModified": "2026-03-28T19:02:08+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/layered-cryptocurrency-tokenomics-visualization-revealing-complex-collateralized-decentralized-finance-protocol-architecture-and-nested-derivatives.jpg", "width": 3850, "height": 2166, "caption": "An abstract 3D render displays a complex structure composed of several nested bands, transitioning from polygonal outer layers to smoother inner rings surrounding a central green sphere. The bands are colored in a progression of beige, green, light blue, and dark blue, creating a sense of dynamic depth and complexity." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/data-migration-strategies/", "url": "https://term.greeks.live/term/data-migration-strategies/", "headline": "Data Migration Strategies", "description": "Meaning ⎊ Data migration strategies enable the seamless transfer of state and liquidity across protocol versions to maintain decentralized derivative integrity. ⎊ Definition", "datePublished": "2026-03-28T18:38:08+00:00", "dateModified": "2026-03-28T18:39:27+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-perpetual-contracts-architecture-visualizing-real-time-automated-market-maker-data-flow.jpg", "width": 3850, "height": 2166, "caption": "An abstract, high-contrast image shows smooth, dark, flowing shapes with a reflective surface. A prominent green glowing light source is embedded within the lower right form, indicating a data point or status." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/cross-chain-execution/", "url": "https://term.greeks.live/term/cross-chain-execution/", "headline": "Cross-Chain Execution", "description": "Meaning ⎊ Cross-Chain Execution enables unified global margin management by synchronizing collateral and derivative state across heterogeneous blockchain networks. ⎊ Definition", "datePublished": "2026-03-28T18:28:42+00:00", "dateModified": "2026-03-28T18:30:25+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-collateralization-mechanism-for-cross-chain-asset-tokenization-and-advanced-defi-derivative-securitization.jpg", "width": 3850, "height": 2166, "caption": "A minimalist, dark blue object, shaped like a carabiner, holds a light-colored, bone-like internal component against a dark background. A circular green ring glows at the object's pivot point, providing a stark color contrast." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/collateral-backing-ratios/", "url": "https://term.greeks.live/definition/collateral-backing-ratios/", "headline": "Collateral Backing Ratios", "description": "The ratio of reserve assets held to support the value of issued synthetic assets or derivative positions. ⎊ Definition", "datePublished": "2026-03-28T18:28:20+00:00", "dateModified": "2026-03-28T18:30:43+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/tokenized-derivative-contract-mechanism-visualizing-collateralized-debt-position-interoperability-and-defi-protocol-linkage.jpg", "width": 3850, "height": 2166, "caption": "Two distinct abstract tubes intertwine, forming a complex knot structure. One tube is a smooth, cream-colored shape, while the other is dark blue with a bright, neon green line running along its length." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/decentralized-finance-accessibility/", "url": "https://term.greeks.live/term/decentralized-finance-accessibility/", "headline": "Decentralized Finance Accessibility", "description": "Meaning ⎊ Decentralized Finance Accessibility provides open, permissionless entry to complex derivative markets through transparent, automated protocols. ⎊ Definition", "datePublished": "2026-03-28T18:25:47+00:00", "dateModified": "2026-03-28T18:27:09+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/nested-protocol-architecture-and-risk-tranching-within-decentralized-finance-derivatives-stacking.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals a series of nested, arched segments in varying shades of blue, green, and cream. 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The structure, rendered with sharp angles and smooth curves, suggests a sophisticated, high-tech infrastructure where different elements converge and continue their separate paths." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/security-protocol-design/", "url": "https://term.greeks.live/term/security-protocol-design/", "headline": "Security Protocol Design", "description": "Meaning ⎊ Security Protocol Design provides the computational foundation for decentralized derivatives, ensuring immutable settlement and systemic risk control. ⎊ Definition", "datePublished": "2026-03-28T18:18:28+00:00", "dateModified": "2026-03-28T18:19:23+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/complex-structured-note-design-incorporating-automated-risk-mitigation-and-dynamic-payoff-structures.jpg", "width": 3850, "height": 2166, "caption": "A stylized, high-tech object with a sleek design is shown against a dark blue background. The core element is a teal-green component extending from a layered base, culminating in a bright green glowing lens." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/inter-blockchain-value-transfer/", "url": "https://term.greeks.live/term/inter-blockchain-value-transfer/", "headline": "Inter-Blockchain Value Transfer", "description": "Meaning ⎊ Inter-Blockchain Value Transfer enables seamless asset movement and unified collateral management across decentralized networks for global markets. ⎊ Definition", "datePublished": "2026-03-28T18:09:33+00:00", "dateModified": "2026-03-28T18:10:28+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/dynamic-inter-asset-correlation-modeling-and-structured-product-stratification-in-decentralized-finance.jpg", "width": 3850, "height": 2166, "caption": "The composition presents abstract, flowing layers in varying shades of blue, green, and beige, nestled within a dark blue encompassing structure. The forms are smooth and dynamic, suggesting fluidity and complexity in their interrelation." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/financial-network-security/", "url": "https://term.greeks.live/term/financial-network-security/", "headline": "Financial Network Security", "description": "Meaning ⎊ Financial Network Security provides the cryptographic and systemic safeguards required for stable and resilient decentralized derivative execution. ⎊ Definition", "datePublished": "2026-03-28T18:05:12+00:00", "dateModified": "2026-03-28T18:06:25+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/smart-contract-security-vulnerability-and-private-key-management-for-decentralized-finance-protocols.jpg", "width": 3850, "height": 2166, "caption": "A stylized, colorful padlock featuring blue, green, and cream sections has a key inserted into its central keyhole. The key is positioned vertically, suggesting the act of unlocking or validating access within a secure system." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/adverse-price-impact/", "url": "https://term.greeks.live/definition/adverse-price-impact/", "headline": "Adverse Price Impact", "description": "The negative movement of an asset price following a trade, which often leads to further losses for the executing party. ⎊ Definition", "datePublished": "2026-03-28T18:02:12+00:00", "dateModified": "2026-04-06T07:49:48+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interconnected-cross-chain-liquidity-mechanisms-and-systemic-risk-in-decentralized-finance-derivatives-ecosystems.jpg", "width": 3850, "height": 2166, "caption": "An abstract digital rendering showcases four interlocking, rounded-square bands in distinct colors: dark blue, medium blue, bright green, and beige, against a deep blue background. The bands create a complex, continuous loop, demonstrating intricate interdependence where each component passes over and under the others." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/privacy-amplification-techniques/", "url": "https://term.greeks.live/term/privacy-amplification-techniques/", "headline": "Privacy Amplification Techniques", "description": "Meaning ⎊ Privacy amplification techniques provide the cryptographic foundation for ensuring secure, private, and verifiable settlement in decentralized markets. ⎊ Definition", "datePublished": "2026-03-28T18:00:51+00:00", "dateModified": "2026-03-28T18:02:11+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/a-high-gloss-representation-of-structured-products-and-collateralization-within-a-defi-derivatives-protocol.jpg", "width": 3850, "height": 2166, "caption": "The image captures a detailed, high-gloss 3D render of stylized links emerging from a rounded dark blue structure. A prominent bright green link forms a complex knot, while a blue link and two beige links stand near it." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/blockchain-protocol-optimization/", "url": "https://term.greeks.live/term/blockchain-protocol-optimization/", "headline": "Blockchain Protocol Optimization", "description": "Meaning ⎊ Blockchain Protocol Optimization reduces transaction latency and costs to enable efficient, high-frequency decentralized financial derivative trading. ⎊ Definition", "datePublished": "2026-03-28T17:59:44+00:00", "dateModified": "2026-03-28T18:00:30+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-collateralized-debt-position-architecture-with-nested-risk-stratification-and-yield-optimization.jpg", "width": 3850, "height": 2166, "caption": "A 3D rendered cross-section of a conical object reveals its intricate internal layers. The dark blue exterior conceals concentric rings of white, beige, and green surrounding a central bright green core, representing a complex financial structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/systemic-margin-call-cycles/", "url": "https://term.greeks.live/definition/systemic-margin-call-cycles/", "headline": "Systemic Margin Call Cycles", "description": "Automated, recurring waves of forced liquidations across the ecosystem that drive down asset prices during volatility. ⎊ Definition", "datePublished": "2026-03-28T17:44:41+00:00", "dateModified": "2026-03-28T17:46:08+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/financial-engineering-of-collateralized-debt-positions-and-composability-in-decentralized-derivative-protocols.jpg", "width": 3850, "height": 2166, "caption": "This close-up view captures an intricate mechanical assembly featuring interlocking components, primarily a light beige arm, a dark blue structural element, and a vibrant green linkage that pivots around a central axis. The design evokes precision and a coordinated movement between parts." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/front-running-price-updates/", "url": "https://term.greeks.live/definition/front-running-price-updates/", "headline": "Front-Running Price Updates", "description": "Exploiting knowledge of pending price updates to execute profitable trades before the oracle reflects the new price. ⎊ Definition", "datePublished": "2026-03-28T17:38:17+00:00", "dateModified": "2026-03-28T17:38:56+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/high-frequency-trading-bot-visualizing-crypto-perpetual-futures-market-volatility-and-structured-product-design.jpg", "width": 3850, "height": 2166, "caption": "An abstract 3D object featuring sharp angles and interlocking components in dark blue, light blue, white, and neon green colors against a dark background. The design is futuristic, with a pointed front and a circular, green-lit core structure within its frame." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/market-depth-and-slippage-exploits/", "url": "https://term.greeks.live/definition/market-depth-and-slippage-exploits/", "headline": "Market Depth and Slippage Exploits", "description": "Exploiting thin market liquidity to force large price movements that trigger unintended protocol-level actions. ⎊ Definition", "datePublished": "2026-03-28T17:36:42+00:00", "dateModified": "2026-03-28T17:37:18+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/bid-ask-spread-convergence-and-divergence-in-decentralized-finance-protocol-liquidity-provisioning-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A minimalist, modern device with a navy blue matte finish. The elongated form is slightly open, revealing a contrasting light-colored interior mechanism." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-automated-market-maker-protocol-collateralization-logic-for-complex-derivative-hedging-mechanisms.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/decentralized-risk-management/resource/144/