# Oracle Aggregation Failures ⎊ Area ⎊ Greeks.live --- ## What is the Failure of Oracle Aggregation Failures? Oracle aggregation failures represent systemic risk within decentralized finance (DeFi), stemming from inaccuracies in data feeds utilized by smart contracts. These inaccuracies can arise from manipulation of underlying asset prices reported by individual data providers, or from consensus failures among those providers, impacting derivative valuations and liquidation mechanisms. Consequently, protocols relying on flawed oracle data experience cascading effects, potentially leading to substantial economic losses for users and systemic instability across interconnected DeFi applications. ## What is the Adjustment of Oracle Aggregation Failures? Mitigation strategies involve employing weighted medianization or outlier detection algorithms to refine aggregated data, reducing the influence of anomalous reports. Furthermore, robust circuit breakers and monitoring systems are crucial for identifying and responding to deviations from expected price ranges, allowing for temporary pauses in trading or liquidations to prevent further damage. The implementation of decentralized oracle networks with diverse data sources and incentivized accuracy is a key adjustment to enhance resilience. ## What is the Algorithm of Oracle Aggregation Failures? The core of oracle aggregation relies on algorithms designed to synthesize data from multiple sources, often employing techniques like trimmed mean or exponential moving averages to filter noise and identify consensus. Sophisticated algorithms incorporate reputation systems for data providers, weighting contributions based on historical accuracy and responsiveness, and dynamically adjusting weights based on real-time performance. Advanced algorithmic approaches also explore the use of zero-knowledge proofs to verify data integrity without revealing the underlying source information, bolstering security and trust. --- ## [Oracle Security Vulnerabilities](https://term.greeks.live/definition/oracle-security-vulnerabilities/) Weaknesses in oracle design or data sourcing that allow for price manipulation and protocol-level exploits. ⎊ Definition ## [Governance Model Failures](https://term.greeks.live/term/governance-model-failures/) Meaning ⎊ Governance model failures represent the systemic risk where misaligned decision-making processes undermine the stability of decentralized derivatives. ⎊ Definition ## [Margin Engine Failures](https://term.greeks.live/term/margin-engine-failures/) Meaning ⎊ Margin Engine Failures represent the systemic risk of automated liquidation mechanisms failing to maintain protocol solvency during extreme volatility. ⎊ Definition ## [Role-Based Access Control Failures](https://term.greeks.live/definition/role-based-access-control-failures/) Misconfiguration of role assignments enabling unauthorized users to gain administrative or privileged system capabilities. ⎊ Definition ## [Smart Contract Failures](https://term.greeks.live/term/smart-contract-failures/) Meaning ⎊ Smart Contract Failures represent the systemic risk where programmatic errors trigger unintended, immutable asset loss in decentralized financial markets. ⎊ Definition ## [Protocol Governance Failures](https://term.greeks.live/term/protocol-governance-failures/) Meaning ⎊ Protocol governance failures arise when decision mechanisms lack the robustness to prevent malicious exploitation or ensure long-term solvency. ⎊ Definition ## [Decentralized Price Aggregation](https://term.greeks.live/definition/decentralized-price-aggregation/) The process of combining multiple price feeds to create a single, tamper-resistant price for smart contracts. ⎊ Definition ## [Liquidity Aggregation Tools](https://term.greeks.live/definition/liquidity-aggregation-tools/) Software that consolidates liquidity from multiple sources for optimal trade execution. ⎊ Definition ## [Order Book Aggregation Techniques](https://term.greeks.live/term/order-book-aggregation-techniques/) Meaning ⎊ Order book aggregation techniques synthesize fragmented liquidity to minimize slippage and optimize execution efficiency within decentralized markets. ⎊ Definition ## [Market Aggregation](https://term.greeks.live/definition/market-aggregation/) The unification of fragmented liquidity pools and order books to facilitate optimal trade execution and price discovery. ⎊ Definition ## [Secure Data Aggregation](https://term.greeks.live/term/secure-data-aggregation/) Meaning ⎊ Secure Data Aggregation provides the cryptographically verified foundation for accurate pricing and risk management in decentralized derivative markets. ⎊ Definition ## [Position Sizing Failures](https://term.greeks.live/definition/position-sizing-failures/) Errors in calculating trade sizes that lead to excessive risk exposure or suboptimal capital allocation. ⎊ Definition ## [Transaction Batching Aggregation](https://term.greeks.live/term/transaction-batching-aggregation/) Meaning ⎊ Transaction Batching Aggregation optimizes decentralized finance by consolidating multiple operations into single, efficient, and verifiable state changes. ⎊ Definition ## [Synthetic Order Book Aggregation](https://term.greeks.live/term/synthetic-order-book-aggregation/) Meaning ⎊ Synthetic Order Book Aggregation provides a unified liquidity surface by normalizing fragmented decentralized order data for efficient price discovery. ⎊ Definition ## [Off-Chain Position Aggregation](https://term.greeks.live/term/off-chain-position-aggregation/) Meaning ⎊ Off-Chain Position Aggregation optimizes capital efficiency by netting derivative risk in high-performance layers before final on-chain settlement. ⎊ Definition ## [Market Depth Aggregation](https://term.greeks.live/definition/market-depth-aggregation/) Consolidating order book data from multiple sources to provide a unified view of total market liquidity and depth. ⎊ Definition ## [Transaction Batch Aggregation](https://term.greeks.live/term/transaction-batch-aggregation/) Meaning ⎊ Transaction Batch Aggregation optimizes decentralized network throughput by consolidating multiple operations into a single verifiable state proof. ⎊ Definition ## [Price Aggregation](https://term.greeks.live/definition/price-aggregation/) Combining price data from multiple independent sources to create a resistant and accurate reference for protocol operations. ⎊ Definition ## [Zero-Knowledge Exposure Aggregation](https://term.greeks.live/term/zero-knowledge-exposure-aggregation/) Meaning ⎊ Zero-Knowledge Exposure Aggregation enables private, cross-protocol margin netting, enhancing capital efficiency while shielding proprietary risk. ⎊ Definition ## [Order Aggregation Strategies](https://term.greeks.live/definition/order-aggregation-strategies/) Techniques to consolidate fragmented liquidity across multiple venues for optimal trade execution and minimal market impact. ⎊ Definition ## [Real-Time Quote Aggregation](https://term.greeks.live/term/real-time-quote-aggregation/) Meaning ⎊ Real-Time Quote Aggregation unifies fragmented liquidity into a singular, actionable feed, enabling accurate price discovery for derivative markets. ⎊ Definition ## [Data Aggregation Delay](https://term.greeks.live/definition/data-aggregation-delay/) The time lag involved in collecting and processing data from multiple sources before reaching a final value. ⎊ Definition ## [Consensus Mechanism Failures](https://term.greeks.live/term/consensus-mechanism-failures/) Meaning ⎊ Consensus mechanism failures represent systemic breakdowns in ledger validation that fundamentally threaten the settlement and liquidity of derivatives. ⎊ Definition ## [Cross-Chain Flow Aggregation](https://term.greeks.live/term/cross-chain-flow-aggregation/) Meaning ⎊ Cross-Chain Flow Aggregation unifies fragmented liquidity across blockchain networks to optimize derivative execution and price discovery. ⎊ Definition ## [Cross-Chain Order Flow Aggregation](https://term.greeks.live/term/cross-chain-order-flow-aggregation/) Meaning ⎊ Cross-Chain Order Flow Aggregation unifies fragmented liquidity across blockchain networks to enable efficient, trustless asset execution globally. ⎊ Definition ## [Liquidity Aggregation Models](https://term.greeks.live/definition/liquidity-aggregation-models/) Systems that unify liquidity from multiple decentralized sources to provide traders with better pricing and execution. ⎊ Definition ## [Market Microstructure Aggregation](https://term.greeks.live/definition/market-microstructure-aggregation/) Synthesizing high-frequency order data from various sources to gain a holistic view of market supply and demand dynamics. ⎊ Definition ## [Cross Chain Solvency Aggregation](https://term.greeks.live/term/cross-chain-solvency-aggregation/) Meaning ⎊ Cross Chain Solvency Aggregation unifies collateral risk across blockchains to enable efficient, synchronized liquidation for decentralized derivatives. ⎊ Definition ## [Reputation-Based Aggregation](https://term.greeks.live/term/reputation-based-aggregation/) Meaning ⎊ Reputation-Based Aggregation quantifies participant reliability to filter toxic order flow and enhance market stability in decentralized derivatives. ⎊ Definition ## [Real-Time Data Aggregation](https://term.greeks.live/term/real-time-data-aggregation/) Meaning ⎊ Real-Time Data Aggregation provides the precise, low-latency market state required for stable derivative pricing and automated risk management. ⎊ 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": "Oracle Aggregation Failures", "item": "https://term.greeks.live/area/oracle-aggregation-failures/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Failure of Oracle Aggregation Failures?", "acceptedAnswer": { "@type": "Answer", "text": "Oracle aggregation failures represent systemic risk within decentralized finance (DeFi), stemming from inaccuracies in data feeds utilized by smart contracts. 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The design metaphorically represents a high-frequency algorithmic trading system deployed within the decentralized finance ecosystem." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/transaction-batch-aggregation/", "url": "https://term.greeks.live/term/transaction-batch-aggregation/", "headline": "Transaction Batch Aggregation", "description": "Meaning ⎊ Transaction Batch Aggregation optimizes decentralized network throughput by consolidating multiple operations into a single verifiable state proof. ⎊ Definition", "datePublished": "2026-03-13T09:35:43+00:00", "dateModified": "2026-03-13T09:36:26+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-finance-derivative-layering-visualization-and-recursive-smart-contract-risk-aggregation-architecture.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals nested, flowing forms in a complex arrangement. The polished surfaces create a sense of depth, with colors transitioning from dark blue on the outer layers to vibrant greens and blues towards the center." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/price-aggregation/", "url": "https://term.greeks.live/definition/price-aggregation/", "headline": "Price Aggregation", "description": "Combining price data from multiple independent sources to create a resistant and accurate reference for protocol operations. ⎊ Definition", "datePublished": "2026-03-13T03:43:19+00:00", "dateModified": "2026-03-13T03:44:58+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-finance-oracle-and-algorithmic-trading-sentinel-for-price-feed-aggregation-and-risk-mitigation.jpg", "width": 3850, "height": 2166, "caption": "The image displays a hard-surface rendered, futuristic mechanical head or sentinel, featuring a white angular structure on the left side, a central dark blue section, and a prominent teal-green polygonal eye socket housing a glowing green sphere. The design emphasizes sharp geometric forms and clean lines against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/zero-knowledge-exposure-aggregation/", "url": "https://term.greeks.live/term/zero-knowledge-exposure-aggregation/", "headline": "Zero-Knowledge Exposure Aggregation", "description": "Meaning ⎊ Zero-Knowledge Exposure Aggregation enables private, cross-protocol margin netting, enhancing capital efficiency while shielding proprietary risk. ⎊ Definition", "datePublished": "2026-03-13T02:19:53+00:00", "dateModified": "2026-03-13T02:20:19+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/cryptocurrency-derivative-market-interconnection-illustrating-liquidity-aggregation-and-advanced-trading-strategies.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a composition of multiple differently colored bands coiling inward, creating a layered spiral effect against a dark background. The bands transition from a wider green segment to inner layers of dark blue, white, light blue, and a pale yellow element at the apex." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/order-aggregation-strategies/", "url": "https://term.greeks.live/definition/order-aggregation-strategies/", "headline": "Order Aggregation Strategies", "description": "Techniques to consolidate fragmented liquidity across multiple venues for optimal trade execution and minimal market impact. ⎊ Definition", "datePublished": "2026-03-13T00:38:18+00:00", "dateModified": "2026-03-13T00:39:20+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/interlocking-collateralization-rings-visualizing-decentralized-derivatives-mechanisms-and-cross-chain-swaps-interoperability.jpg", "width": 3850, "height": 2166, "caption": "A close-up view presents two interlocking abstract rings set against a dark background. The foreground ring features a faceted dark blue exterior with a light interior, while the background ring is light-colored with a vibrant teal green interior." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/real-time-quote-aggregation/", "url": "https://term.greeks.live/term/real-time-quote-aggregation/", "headline": "Real-Time Quote Aggregation", "description": "Meaning ⎊ Real-Time Quote Aggregation unifies fragmented liquidity into a singular, actionable feed, enabling accurate price discovery for derivative markets. ⎊ Definition", "datePublished": "2026-03-12T19:18:01+00:00", "dateModified": "2026-03-12T19:18:24+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/interfacing-decentralized-derivative-protocols-and-cross-chain-asset-tokenization-for-optimized-smart-contract-execution.jpg", "width": 3850, "height": 2166, "caption": "This abstract render showcases sleek, interconnected dark-blue and cream forms, with a bright blue fin-like element interacting with a bright green rod. The composition visualizes the complex, automated processes of a decentralized derivatives protocol, specifically illustrating the mechanics of high-frequency algorithmic trading." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/data-aggregation-delay/", "url": "https://term.greeks.live/definition/data-aggregation-delay/", "headline": "Data Aggregation Delay", "description": "The time lag involved in collecting and processing data from multiple sources before reaching a final value. ⎊ Definition", "datePublished": "2026-03-12T18:08:33+00:00", "dateModified": "2026-03-12T18:08:54+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/automated-options-protocol-and-structured-financial-products-architecture-for-liquidity-aggregation-and-yield-generation.jpg", "width": 3850, "height": 2166, "caption": "A futuristic, multi-layered component shown in close-up, featuring dark blue, white, and bright green elements. The flowing, stylized design highlights inner mechanisms and a digital light glow." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/consensus-mechanism-failures/", "url": "https://term.greeks.live/term/consensus-mechanism-failures/", "headline": "Consensus Mechanism Failures", "description": "Meaning ⎊ Consensus mechanism failures represent systemic breakdowns in ledger validation that fundamentally threaten the settlement and liquidity of derivatives. ⎊ Definition", "datePublished": "2026-03-12T15:43:51+00:00", "dateModified": "2026-03-12T15:44:40+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-consensus-mechanism-core-value-proposition-layer-two-scaling-solution-architecture.jpg", "width": 3850, "height": 2166, "caption": "A stylized, futuristic star-shaped object with a central green glowing core is depicted against a dark blue background. The main object has a dark blue shell surrounding the core, while a lighter, beige counterpart sits behind it, creating depth and contrast." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/cross-chain-flow-aggregation/", "url": "https://term.greeks.live/term/cross-chain-flow-aggregation/", "headline": "Cross-Chain Flow Aggregation", "description": "Meaning ⎊ Cross-Chain Flow Aggregation unifies fragmented liquidity across blockchain networks to optimize derivative execution and price discovery. ⎊ Definition", "datePublished": "2026-03-12T09:56:27+00:00", "dateModified": "2026-03-12T09:56:53+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/visualizing-notional-value-and-order-flow-disruption-in-on-chain-derivatives-liquidity-provision.jpg", "width": 3850, "height": 2166, "caption": "The image shows a detailed cross-section of a thick black pipe-like structure, revealing a bundle of bright green fibers inside. The structure is broken into two sections, with the green fibers spilling out from the exposed ends." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/cross-chain-order-flow-aggregation/", "url": "https://term.greeks.live/term/cross-chain-order-flow-aggregation/", "headline": "Cross-Chain Order Flow Aggregation", "description": "Meaning ⎊ Cross-Chain Order Flow Aggregation unifies fragmented liquidity across blockchain networks to enable efficient, trustless asset execution globally. ⎊ Definition", "datePublished": "2026-03-12T05:34:36+00:00", "dateModified": "2026-03-12T05:35:44+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/modular-layer-2-architecture-illustrating-cross-chain-liquidity-provision-and-derivative-instruments-collateralization-mechanism.jpg", "width": 3850, "height": 2166, "caption": "An abstract 3D render displays a complex modular structure composed of interconnected segments in different colors—dark blue, beige, and green. The open, lattice-like framework exposes internal components, including cylindrical elements that represent a flow of value or data within the structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/liquidity-aggregation-models/", "url": "https://term.greeks.live/definition/liquidity-aggregation-models/", "headline": "Liquidity Aggregation Models", "description": "Systems that unify liquidity from multiple decentralized sources to provide traders with better pricing and execution. ⎊ Definition", "datePublished": "2026-03-12T01:27:27+00:00", "dateModified": "2026-03-12T01:28:12+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/visualizing-nested-derivative-structures-and-liquidity-aggregation-dynamics-in-decentralized-finance-protocol-layers.jpg", "width": 3850, "height": 2166, "caption": "A high-angle, close-up view of abstract, concentric layers resembling stacked bowls, in a gradient of colors from light green to deep blue. A bright green cylindrical object rests on the edge of one layer, contrasting with the dark background and central spiral." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/market-microstructure-aggregation/", "url": "https://term.greeks.live/definition/market-microstructure-aggregation/", "headline": "Market Microstructure Aggregation", "description": "Synthesizing high-frequency order data from various sources to gain a holistic view of market supply and demand dynamics. ⎊ Definition", "datePublished": "2026-03-11T23:53:05+00:00", "dateModified": "2026-03-11T23:54:08+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/asymmetric-data-aggregation-node-for-decentralized-autonomous-option-protocol-risk-surveillance.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a stylized, high-tech object with smooth, matte blue surfaces and prominent circular inputs, one bright blue and one bright green, resembling asymmetric sensors. The object is framed against a dark blue background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/cross-chain-solvency-aggregation/", "url": "https://term.greeks.live/term/cross-chain-solvency-aggregation/", "headline": "Cross Chain Solvency Aggregation", "description": "Meaning ⎊ Cross Chain Solvency Aggregation unifies collateral risk across blockchains to enable efficient, synchronized liquidation for decentralized derivatives. ⎊ Definition", "datePublished": "2026-03-11T12:01:50+00:00", "dateModified": "2026-03-11T12:02:32+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-level-visualization-of-systemic-risk-aggregation-in-cross-collateralized-defi-derivative-protocols.jpg", "width": 3850, "height": 2166, "caption": "A complex, interwoven knot of thick, rounded tubes in varying colors—dark blue, light blue, beige, and bright green—is shown against a dark background. The bright green tube cuts across the center, contrasting with the more tightly bound dark and light elements." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/reputation-based-aggregation/", "url": "https://term.greeks.live/term/reputation-based-aggregation/", "headline": "Reputation-Based Aggregation", "description": "Meaning ⎊ Reputation-Based Aggregation quantifies participant reliability to filter toxic order flow and enhance market stability in decentralized derivatives. ⎊ Definition", "datePublished": "2026-03-10T23:36:39+00:00", "dateModified": "2026-03-10T23:37:29+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/interlocking-risk-tranches-modeling-defi-liquidity-aggregation-in-structured-derivative-architecture.jpg", "width": 3850, "height": 2166, "caption": "A layered abstract visualization featuring a blue sphere at its center encircled by concentric green and white rings. These elements are enveloped within a flowing dark blue organic structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/real-time-data-aggregation/", "url": "https://term.greeks.live/term/real-time-data-aggregation/", "headline": "Real-Time Data Aggregation", "description": "Meaning ⎊ Real-Time Data Aggregation provides the precise, low-latency market state required for stable derivative pricing and automated risk management. ⎊ Definition", "datePublished": "2026-03-10T23:25:53+00:00", "dateModified": "2026-03-10T23:26:39+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/real-time-volatility-metrics-visualization-for-exotic-options-contracts-algorithmic-trading-dashboard.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals a futuristic, high-tech instrument with a prominent circular gauge. The gauge features a glowing green ring and two pointers on a detailed, mechanical dial, set against a dark blue and light green chassis." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-oracle-data-flow-for-smart-contract-execution-and-financial-derivatives-protocol-linkage.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/oracle-aggregation-failures/