# Financial History Lessons ⎊ Area ⎊ Resource 179 --- ## What is the Arbitrage of Financial History Lessons? Historical precedents demonstrate arbitrage’s evolution from simple geographic price discrepancies to complex, multi-asset strategies, initially observed in grain markets and later refined in fixed income. The advent of electronic trading and high-frequency algorithms significantly compressed arbitrage opportunities, demanding increased speed and sophistication. Cryptocurrency markets, with their fragmented liquidity across exchanges, present novel arbitrage possibilities, though often constrained by withdrawal limits and network latency. Understanding past arbitrage failures, such as Long-Term Capital Management, highlights the systemic risks associated with leveraged strategies exploiting temporary mispricings. ## What is the Consequence of Financial History Lessons? Financial history reveals that ignoring consequence in derivative markets consistently leads to amplified losses, exemplified by the 2008 financial crisis and the collapse of Barings Bank due to unauthorized futures trading. Regulatory responses, like Dodd-Frank, attempt to mitigate systemic risk by increasing transparency and capital requirements, yet moral hazard remains a persistent challenge. The proliferation of decentralized finance (DeFi) introduces new consequence vectors, including smart contract vulnerabilities and impermanent loss, requiring a reassessment of traditional risk management frameworks. A historical perspective underscores that consequence is not merely a function of market volatility, but also of behavioral biases and inadequate oversight. ## What is the Algorithm of Financial History Lessons? The development of algorithmic trading, tracing back to the 1980s, initially focused on automating simple order execution, evolving into sophisticated strategies like statistical arbitrage and market making. Early algorithms were constrained by computational power and data availability, but advancements in machine learning have enabled the creation of increasingly complex models. The “Flash Crash” of 2010 served as a stark reminder of the potential for algorithmic errors and unintended consequences, prompting regulatory scrutiny and the implementation of circuit breakers. Contemporary algorithmic strategies in cryptocurrency leverage on-chain data and decentralized oracles, presenting unique challenges related to data integrity and front-running. --- ## [Smart Contract Exploit Prevention](https://term.greeks.live/term/smart-contract-exploit-prevention/) Meaning ⎊ Smart Contract Exploit Prevention provides the critical security architecture required to ensure the stability and integrity of decentralized finance. ⎊ Term ## [Option Valuation Models](https://term.greeks.live/term/option-valuation-models/) Meaning ⎊ Option valuation models provide the essential mathematical framework to price risk and ensure stability within decentralized derivative ecosystems. ⎊ Term ## [Option Valuation Methods](https://term.greeks.live/term/option-valuation-methods/) Meaning ⎊ Option valuation methods provide the quantitative foundation for pricing risk and ensuring capital stability within decentralized derivative markets. ⎊ Term ## [Exit Transactions](https://term.greeks.live/definition/exit-transactions/) Procedures for moving assets from a secondary layer back to the main blockchain, ensuring user control and safety. ⎊ Term ## [Decentralized Exchange Adoption](https://term.greeks.live/term/decentralized-exchange-adoption/) Meaning ⎊ Decentralized Exchange Adoption shifts financial derivative settlement to autonomous, trustless protocols, replacing intermediaries with algorithmic code. ⎊ Term ## [Economic Policy in DeFi](https://term.greeks.live/definition/economic-policy-in-defi/) Algorithmic and governance-driven rules managing a protocol's money supply, interest rates, and incentives. ⎊ Term ## [Value Accrual Ratio](https://term.greeks.live/definition/value-accrual-ratio/) Metric assessing how efficiently protocol revenue translates into tangible benefits for native token holders. ⎊ Term ## [DAO Governance Challenges](https://term.greeks.live/term/dao-governance-challenges/) Meaning ⎊ DAO governance challenges involve aligning decentralized incentives to ensure secure, efficient, and resilient decision-making in financial protocols. ⎊ Term ## [Long-Term Value Accrual Models](https://term.greeks.live/definition/long-term-value-accrual-models/) Economic mechanisms that allow a protocol's native token to capture value from its ecosystem's growth. ⎊ Term ## [Governance Capture Risks](https://term.greeks.live/definition/governance-capture-risks/) The risk of a small, centralized group gaining undue influence over a protocol's decision-making processes. ⎊ Term ## [Protocol Parameterization](https://term.greeks.live/term/protocol-parameterization/) Meaning ⎊ Protocol Parameterization acts as the algorithmic regulator for decentralized derivatives, ensuring solvency through dynamic, real-time risk adjustment. ⎊ Term ## [Fork Resolution](https://term.greeks.live/definition/fork-resolution/) The algorithmic rules used by a network to select the canonical chain when competing block versions are detected. ⎊ Term ## [Non-Deterministic Fee](https://term.greeks.live/term/non-deterministic-fee/) Meaning ⎊ Non-Deterministic Fee structures represent the variable cost of blockchain transaction inclusion, acting as a dynamic risk factor in derivative trading. ⎊ Term ## [Decentralized Protocol Finance](https://term.greeks.live/term/decentralized-protocol-finance/) Meaning ⎊ Decentralized Protocol Finance provides a trustless, automated infrastructure for global asset management and risk-adjusted capital deployment. ⎊ Term ## [Liquidity Provision Elasticity](https://term.greeks.live/definition/liquidity-provision-elasticity/) The degree to which liquidity supply adjusts to price volatility and demand fluctuations to maintain stable trading conditions. ⎊ Term ## [Unbonding Periods](https://term.greeks.live/definition/unbonding-periods/) The mandatory waiting period required to reclaim assets after ending a staking or lock-up commitment. ⎊ Term ## [Market Capitalization Dilution](https://term.greeks.live/definition/market-capitalization-dilution/) The reduction in individual token value caused by the issuance of new supply relative to total network value. ⎊ Term ## [Deflationary Economic Models](https://term.greeks.live/definition/deflationary-economic-models/) Economic frameworks designed to reduce token supply over time to enhance scarcity and support long-term value retention. ⎊ Term ## [Reference Price Calculation](https://term.greeks.live/term/reference-price-calculation/) Meaning ⎊ Reference Price Calculation acts as the foundational mechanism for determining asset value and managing liquidation risk in decentralized derivatives. ⎊ Term ## [Financial Surveillance Concerns](https://term.greeks.live/term/financial-surveillance-concerns/) Meaning ⎊ Financial surveillance concerns address the conflict between public blockchain transparency and the requirement for private derivative trading activity. ⎊ Term ## [Data Localization Requirements](https://term.greeks.live/term/data-localization-requirements/) Meaning ⎊ Data localization mandates force decentralized platforms to adopt regional infrastructure, balancing sovereign legal compliance with global liquidity. ⎊ Term ## [AI-assisted Formal Verification](https://term.greeks.live/term/ai-assisted-formal-verification/) Meaning ⎊ AI-assisted Formal Verification provides mathematical guarantees for smart contract logic, securing decentralized derivatives against systemic failure. ⎊ Term ## [Network Health Metrics](https://term.greeks.live/term/network-health-metrics/) Meaning ⎊ Network Health Metrics provide the diagnostic framework necessary to quantify protocol integrity and systemic risk in decentralized financial markets. ⎊ Term ## [Key Compromise Mitigation](https://term.greeks.live/term/key-compromise-mitigation/) Meaning ⎊ Key Compromise Mitigation ensures financial integrity by distributing cryptographic authority to prevent unauthorized control of protocol assets. ⎊ Term ## [Just-in-Time Verification](https://term.greeks.live/term/just-in-time-verification/) Meaning ⎊ Just-in-Time Verification optimizes decentralized derivative settlement by anchoring state validation to the precise moment of contract execution. ⎊ Term ## [Smart Contract Security Updates](https://term.greeks.live/term/smart-contract-security-updates/) Meaning ⎊ Smart Contract Security Updates are essential mechanisms for mitigating vulnerabilities in decentralized financial protocols to ensure market stability. ⎊ Term ## [DeFi Yield Opportunities](https://term.greeks.live/term/defi-yield-opportunities/) Meaning ⎊ DeFi yield opportunities provide a transparent, programmable framework for capturing economic value through liquidity provision and risk management. ⎊ Term ## [Penalty Mechanism](https://term.greeks.live/definition/penalty-mechanism/) Automated economic sanctions imposed on protocol participants to enforce rules and deter malicious or negligent behavior. ⎊ Term ## [Protocol Neutrality](https://term.greeks.live/definition/protocol-neutrality/) The ability of a protocol to function impartially and without censorship, ensuring equal access for all participants. ⎊ Term ## [Systemic Stability Measures](https://term.greeks.live/term/systemic-stability-measures/) Meaning ⎊ Systemic stability measures are the automated cryptographic defenses ensuring protocol solvency and order during extreme market volatility. ⎊ Term --- ## 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": "Financial History Lessons", "item": "https://term.greeks.live/area/financial-history-lessons/" }, { "@type": "ListItem", "position": 4, "name": "Resource 179", "item": "https://term.greeks.live/area/financial-history-lessons/resource/179/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Arbitrage of Financial History Lessons?", "acceptedAnswer": { "@type": "Answer", "text": "Historical precedents demonstrate arbitrage’s evolution from simple geographic price discrepancies to complex, multi-asset strategies, initially observed in grain markets and later refined in fixed income. 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The creature displays iridescent metallic green and blue segments on its carapace, with intricate black limbs and components extending from within the structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/market-capitalization-dilution/", "url": "https://term.greeks.live/definition/market-capitalization-dilution/", "headline": "Market Capitalization Dilution", "description": "The reduction in individual token value caused by the issuance of new supply relative to total network value. ⎊ Term", "datePublished": "2026-04-03T22:50:47+00:00", "dateModified": "2026-04-03T22:51:17+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-algorithmic-execution-predatory-market-dynamics-and-order-book-latency-arbitrage.jpg", "width": 3850, "height": 2166, "caption": "The image displays a close-up view of a high-tech robotic claw with three distinct, segmented fingers. The design features dark blue armor plating, light beige joint sections, and prominent glowing green lights on the tips and main body." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/deflationary-economic-models/", "url": "https://term.greeks.live/definition/deflationary-economic-models/", "headline": "Deflationary Economic Models", "description": "Economic frameworks designed to reduce token supply over time to enhance scarcity and support long-term value retention. ⎊ Term", "datePublished": "2026-04-03T22:49:39+00:00", "dateModified": "2026-04-04T14:20:07+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/unbundling-a-defi-derivatives-protocols-collateral-unlocking-mechanism-and-automated-yield-generation.jpg", "width": 3850, "height": 2166, "caption": "A futuristic, blue aerodynamic object splits apart to reveal a bright green internal core and complex mechanical gears. The internal mechanism, consisting of a central glowing rod and surrounding metallic structures, suggests a high-tech power source or data transmission system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/reference-price-calculation/", "url": "https://term.greeks.live/term/reference-price-calculation/", "headline": "Reference Price Calculation", "description": "Meaning ⎊ Reference Price Calculation acts as the foundational mechanism for determining asset value and managing liquidation risk in decentralized derivatives. ⎊ Term", "datePublished": "2026-04-03T22:35:05+00:00", "dateModified": "2026-04-03T22:35:58+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/visualization-of-complex-liquidity-pool-dynamics-and-structured-financial-products-within-defi-ecosystems.jpg", "width": 3850, "height": 2166, "caption": "The image features a central, abstract sculpture composed of three distinct, undulating layers of different colors: dark blue, teal, and cream. The layers intertwine and stack, creating a complex, flowing shape set against a solid dark blue background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/financial-surveillance-concerns/", "url": "https://term.greeks.live/term/financial-surveillance-concerns/", "headline": "Financial Surveillance Concerns", "description": "Meaning ⎊ Financial surveillance concerns address the conflict between public blockchain transparency and the requirement for private derivative trading activity. ⎊ Term", "datePublished": "2026-04-03T21:38:13+00:00", "dateModified": "2026-04-03T21:38:45+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-derivatives-network-node-for-cross-chain-liquidity-aggregation-and-smart-contract-risk-management.jpg", "width": 3850, "height": 2166, "caption": "A detailed abstract visualization shows a complex, intertwining network of cables in shades of deep blue, green, and cream. The central part forms a tight knot where the strands converge before branching out in different directions." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/data-localization-requirements/", "url": "https://term.greeks.live/term/data-localization-requirements/", "headline": "Data Localization Requirements", "description": "Meaning ⎊ Data localization mandates force decentralized platforms to adopt regional infrastructure, balancing sovereign legal compliance with global liquidity. ⎊ Term", "datePublished": "2026-04-03T21:36:35+00:00", "dateModified": "2026-04-03T21:37:20+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/secure-smart-contract-integration-for-decentralized-derivatives-collateralization-and-liquidity-management-protocols.jpg", "width": 3850, "height": 2166, "caption": "A close-up view captures the secure junction point of a high-tech apparatus, featuring a central blue cylinder marked with a precise grid pattern, enclosed by a robust dark blue casing and a contrasting beige ring. The background features a vibrant green line suggesting dynamic energy flow or data transmission within the system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/ai-assisted-formal-verification/", "url": "https://term.greeks.live/term/ai-assisted-formal-verification/", "headline": "AI-assisted Formal Verification", "description": "Meaning ⎊ AI-assisted Formal Verification provides mathematical guarantees for smart contract logic, securing decentralized derivatives against systemic failure. ⎊ Term", "datePublished": "2026-04-03T21:26:10+00:00", "dateModified": "2026-04-03T21:27:24+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/decentralized-finance-options-contract-framework-depicting-collateralized-debt-positions-and-market-volatility.jpg", "width": 3850, "height": 2166, "caption": "The image displays a 3D rendering of a modular, geometric object resembling a robotic or vehicle component. The object consists of two connected segments, one light beige and one dark blue, featuring open-cage designs and wheels on both ends." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/network-health-metrics/", "url": "https://term.greeks.live/term/network-health-metrics/", "headline": "Network Health Metrics", "description": "Meaning ⎊ Network Health Metrics provide the diagnostic framework necessary to quantify protocol integrity and systemic risk in decentralized financial markets. ⎊ Term", "datePublished": "2026-04-03T20:44:08+00:00", "dateModified": "2026-04-03T20:45:34+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/collateralized-debt-position-rebalancing-and-health-factor-visualization-mechanism-for-options-pricing-and-yield-farming.jpg", "width": 3850, "height": 2166, "caption": "A dark blue mechanical lever mechanism precisely adjusts two bone-like structures that form a pivot joint. A circular green arc indicator on the lever end visualizes a specific percentage level or health factor." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/key-compromise-mitigation/", "url": "https://term.greeks.live/term/key-compromise-mitigation/", "headline": "Key Compromise Mitigation", "description": "Meaning ⎊ Key Compromise Mitigation ensures financial integrity by distributing cryptographic authority to prevent unauthorized control of protocol assets. ⎊ Term", "datePublished": "2026-04-03T20:39:47+00:00", "dateModified": "2026-04-03T20:42:57+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/deconstructing-collateral-layers-in-decentralized-finance-structured-products-and-risk-mitigation-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A detailed macro view captures a mechanical assembly where a central metallic rod passes through a series of layered components, including light-colored and dark spacers, a prominent blue structural element, and a green cylindrical housing. This intricate design serves as a visual metaphor for the architecture of a decentralized finance DeFi options protocol." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/just-in-time-verification/", "url": "https://term.greeks.live/term/just-in-time-verification/", "headline": "Just-in-Time Verification", "description": "Meaning ⎊ Just-in-Time Verification optimizes decentralized derivative settlement by anchoring state validation to the precise moment of contract execution. ⎊ Term", "datePublished": "2026-04-03T20:37:08+00:00", "dateModified": "2026-04-03T20:38:42+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-derivatives-collateralization-protocols-and-smart-contract-interoperability-for-cross-chain-tokenization-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A high-tech digital render displays two large dark blue interlocking rings linked by a central, advanced mechanism. The core of the mechanism is highlighted by a bright green glowing data-like structure, partially covered by a matching blue shield element." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/smart-contract-security-updates/", "url": "https://term.greeks.live/term/smart-contract-security-updates/", "headline": "Smart Contract Security Updates", "description": "Meaning ⎊ Smart Contract Security Updates are essential mechanisms for mitigating vulnerabilities in decentralized financial protocols to ensure market stability. ⎊ Term", "datePublished": "2026-04-03T20:35:35+00:00", "dateModified": "2026-04-03T20:37:04+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/term/defi-yield-opportunities/", "url": "https://term.greeks.live/term/defi-yield-opportunities/", "headline": "DeFi Yield Opportunities", "description": "Meaning ⎊ DeFi yield opportunities provide a transparent, programmable framework for capturing economic value through liquidity provision and risk management. ⎊ Term", "datePublished": "2026-04-03T20:32:38+00:00", "dateModified": "2026-04-03T20:33:51+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/analyzing-the-modular-architecture-of-collateralized-defi-derivatives-and-smart-contract-logic-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A high-angle, close-up shot captures a sophisticated, stylized mechanical object, possibly a futuristic earbud, separated into two parts, revealing an intricate internal component. The primary dark blue outer casing is separated from the inner light blue and beige mechanism, highlighted by a vibrant green ring." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/penalty-mechanism/", "url": "https://term.greeks.live/definition/penalty-mechanism/", "headline": "Penalty Mechanism", "description": "Automated economic sanctions imposed on protocol participants to enforce rules and deter malicious or negligent behavior. ⎊ Term", "datePublished": "2026-04-03T20:07:44+00:00", "dateModified": "2026-04-03T20:08:12+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/high-precision-algorithmic-mechanism-illustrating-decentralized-finance-liquidity-pool-smart-contract-interoperability-architecture.jpg", "width": 3850, "height": 2166, "caption": "A cutaway view reveals the inner workings of a precision-engineered mechanism, featuring a prominent central gear system in teal, encased within a dark, sleek outer shell. Beige-colored linkages and rollers connect around the central assembly, suggesting complex, synchronized movement." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/protocol-neutrality/", "url": "https://term.greeks.live/definition/protocol-neutrality/", "headline": "Protocol Neutrality", "description": "The ability of a protocol to function impartially and without censorship, ensuring equal access for all participants. ⎊ Term", "datePublished": "2026-04-03T19:59:25+00:00", "dateModified": "2026-04-03T19:59:57+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-layered-architecture-representing-risk-management-collateralization-structures-and-protocol-composability.jpg", "width": 3850, "height": 2166, "caption": "This abstract illustration depicts multiple concentric layers and a central cylindrical structure within a dark, recessed frame. The layers transition in color from deep blue to bright green and cream, creating a sense of depth and intricate design." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/systemic-stability-measures/", "url": "https://term.greeks.live/term/systemic-stability-measures/", "headline": "Systemic Stability Measures", "description": "Meaning ⎊ Systemic stability measures are the automated cryptographic defenses ensuring protocol solvency and order during extreme market volatility. ⎊ Term", "datePublished": "2026-04-03T19:58:19+00:00", "dateModified": "2026-04-03T19:58:55+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-layered-protocol-risk-management-collateral-requirements-and-options-pricing-volatility-surface-dynamics.jpg", "width": 3850, "height": 2166, "caption": "A central mechanical structure featuring concentric blue and green rings is surrounded by dark, flowing, petal-like shapes. The composition creates a sense of depth and focus on the intricate central core against a dynamic, dark background." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interoperable-smart-contract-framework-visualizing-cross-chain-liquidity-provisioning-and-derivative-mechanism-activation.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/financial-history-lessons/resource/179/