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		<title>ASEAN Solved Climate and AI Risk Three Times. The Answers Do Not Match.</title>
		<link>https://bizruption.asia/spinoff/asean-solved-climate-and-ai-risk-three-times-the-answers-do-not-match/</link>
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		<dc:creator><![CDATA[The Bizruptor Investigators]]></dc:creator>
		<pubDate>Thu, 21 May 2026 01:25:34 +0000</pubDate>
				<category><![CDATA[Asia in Focus]]></category>
		<category><![CDATA[Banking & Finance]]></category>
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		<category><![CDATA[ASEAN’s Financial Safety Net Cannot Absorb Compound Shocks]]></category>
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					<description><![CDATA[<p>Bank Negara Malaysia, the Monetary Authority of Singapore and the Bank of Thailand each published a climate or AI risk framework in 2025. All three are live. None of them are interoperable. For institutional investors running cross-border ASEAN exposure, three separate answers to the same question is not a solution. It is a pricing problem with no regional mechanism to resolve it.</p>
<p>The post <a href="https://bizruption.asia/spinoff/asean-solved-climate-and-ai-risk-three-times-the-answers-do-not-match/">ASEAN Solved Climate and AI Risk Three Times. The Answers Do Not Match.</a> appeared first on <a href="https://bizruption.asia">Bizruption Asia</a>.</p>
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										<content:encoded><![CDATA[<p class="p1">The fragmentation that ASEAN&#8217;s Finance Track keeps acknowledging but not solving became harder to ignore in 2025. Three of the region&#8217;s most significant financial regulators each published substantive frameworks for managing the risks that compound shocks – climate disruption, AI governance failure – pose to their financial systems.</p>
<p class="p1">The frameworks are real, detailed and operational. They are also incompatible with each other in ways that create direct cost and pricing consequences for every institution running a cross-border book in the region.</p>
<h3 class="p1"><b>Three Frameworks, Three Methodologies</b><b></b></h3>
<p class="p1">Bank Negara Malaysia and the Securities Commission Malaysia launched the Climate Finance Innovation Lab in June 2025 under the Joint Committee on Climate Change.</p>
<p class="p1">Administered by Bank Pembangunan Malaysia Berhad, the lab has already onboarded 30 projects with funding needs exceeding MYR 4 billion, focused on energy transition, sustainable agriculture, circular economy and nature-based solutions.</p>
<p class="p1">BNM has also integrated climate risk into its supervisory expectations since 2021, requiring financial institutions to apply the Climate Change and Principle-based Taxonomy framework to lending and monitoring processes. The supervisory baseline is embedded and growing.</p>
<p class="p1">The Monetary Authority of Singapore moved on two tracks simultaneously. Phase 2 of Project MindForge concluded in March 2026, producing an AI Risk Management Toolkit developed with a consortium of 24 banks, insurers and capital market firms including BlackRock, GIC and State Street.</p>
<p class="p1">The toolkit covers traditional AI, generative AI and agentic AI across four pillars: governance, risk management, lifecycle controls and organisational enablers.</p>
<p class="p1">MAS published a separate consultation paper on formal AI Risk Management Guidelines on 13 November 2025, against which the MindForge toolkit is explicitly positioned as the implementation companion.</p>
<p class="p1">The Bank of Thailand issued its AI Risk Management Guidelines for Financial Service Providers on 12 September 2025, building on a public consultation that closed on 30 June 2025.</p>
<p class="p1">The guidelines set risk-based expectations for governance, lifecycle controls, data quality, model testing and cybersecurity across all financial institutions and payment providers under BOT supervision.</p>
<p><a href="https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet.jpg"><img fetchpriority="high" decoding="async" class="aligncenter size-full wp-image-2875" src="https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet.jpg" alt="ASEANs Financial Safety Net" width="1000" height="1935" srcset="https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet.jpg 1000w, https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet-155x300.jpg 155w, https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet-529x1024.jpg 529w, https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet-768x1486.jpg 768w, https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet-794x1536.jpg 794w, https://bizruption.asia/wp-content/uploads/2026/05/ASEANsFinancialSafetyNet-750x1451.jpg 750w" sizes="(max-width: 1000px) 100vw, 1000px" /></a></p>
<h3 class="p1"><b>The Gap That Three Finished Frameworks Did Not Close</b><b></b></h3>
<p class="p1">Each framework is credible on its own terms. The problem is not quality. It is architecture. BNM addresses AI risk within its broader Technology Risk Management Framework, requiring institutions to extrapolate AI-specific controls from general technology risk principles.</p>
<p class="p1">MAS has produced the most granular standalone AI governance regime in the region. The BOT&#8217;s guidelines sit between the two in specificity.</p>
<p class="p1">A financial institution operating across all three markets must maintain three separate AI governance frameworks, calibrated to three different methodological standards, reported under three different disclosure regimes &#8211; for the same underlying risk in the same regional portfolio.</p>
<p class="p1">The climate side runs the same problem in a different direction. BNM&#8217;s taxonomy and supervisory expectations do not map directly onto MAS&#8217;s environmental risk management guidelines. Stress scenarios for climate transition risk are constructed differently in Kuala Lumpur than in Singapore.</p>
<p class="p1">For a fund manager running ASEAN infrastructure exposure or a bank with cross-border project finance across Malaysia, Singapore and Thailand, the practical consequence is that no single consistent scenario analysis can be produced.</p>
<p class="p1">Each jurisdiction requires its own model, its own assumptions and its own disclosure output. Three finished frameworks covering the same underlying risks, producing three different answers, is not regional progress. It is institutionalised divergence.</p>
<h3 class="p1"><b>What Convergence Would Require and Why It Has Not Happened</b><b></b></h3>
<p class="p1">The <i>13th ASEAN Finance Ministers&#8217; and Central Bank Governors&#8217; Meeting</i>, convened in April 2026 under the Philippines&#8217; chairmanship, acknowledged climate risk management as a priority deliverable. A supervisory convergence mechanism – a regional standard against which national frameworks could be calibrated – did not appear on the agenda.</p>
<p class="p1">The ASEAN Taxonomy for Sustainable Finance exists as a reference framework but national taxonomies are not required to align with it, and Malaysia&#8217;s own taxonomy is still in design, with a call for feedback issued in early 2026.</p>
<p class="p1">Convergence requires political will at the national level that regional chairmanship communiqués cannot mandate. Each central bank&#8217;s framework reflects domestic legislative architecture, industry consultation processes and supervisory philosophy that took years to develop.</p>
<p class="p1">Standardising them across eleven jurisdictions on a two-year chairmanship cycle is not a realistic deliverable.</p>
<p class="p1">For institutional investors, that is the working reality. The cost of regulatory divergence is not theoretical or future &#8211; it is already in the compliance budget and the model-building overhead of every institution running material cross-ASEAN exposure today.</p>
<p class="p1"><a href="https://bizruption.asia/asia-in-focus/aseans-financial-safety-net-cannot-absorb-compound-shocks/" target="_blank" rel="noopener"><span class="s1"><b><i>The cover story accompanying this piece</i></b></span></a> examines what the Philippines&#8217; Finance Track is attempting to do at the regional level. The supervisory fragmentation documented here is the structural constraint that sits underneath all of it.</p>
<div class="read-more-ref">
<p><strong>References:</strong></p>
<div class="sources-container">
<ul class="sources-list">
<li><span class="s2"><a href="https://fintechnews.my/52213/various/climate-finance-innovation-lab/">Climate Finance Innovation Lab &#8211; Joint Committee on Climate Change, Bank Negara Malaysia and Securities Commission Malaysia</a></span></li>
<li><span class="s2"><a href="https://www.bernama.com/en/news.php?id=2520919">CFIL Onboards 30 Projects, Funding Needs Exceed MYR 4 Billion &#8211; Bernama</a></span></li>
<li><span class="s2"><a href="https://www.mas.gov.sg/news/media-releases/2026/mas-partners-industry-to-develop-ai-risk-management-toolkit-for-the-financial-sector">MAS Partners Industry to Develop AI Risk Management Toolkit &#8211; Monetary Authority of Singapore</a></span></li>
<li><span class="s2"><a href="https://www.mas.gov.sg/schemes-and-initiatives/project-mindforge">Project MindForge &#8211; Monetary Authority of Singapore</a></span></li>
<li><span class="s2"><a href="https://www.mas.gov.sg/-/media/mas-media-library/publications/consultations/bd/2025/final_consultation_paper_on_guidelines_on_ai_risk_management_forrelease.pdf">Consultation Paper on Guidelines on Artificial Intelligence Risk Management &#8211; Monetary Authority of Singapore</a></span></li>
<li><span class="s2"><a href="https://www.tilleke.com/insights/thailand-issues-ai-risk-management-guidelines-for-financial-service-providers/77/">Thailand Issues AI Risk Management Guidelines for Financial Service Providers &#8211; Tilleke &amp; Gibbins</a></span></li>
<li><span class="s2"><a href="https://www.pertamapartners.com/insights/singapore-mas-ai-risk-management-guidelines-financial-services">MAS AI Risk Management Guidelines 2025 &#8211; Pertama Partners</a></span></li>
<li><span class="s2"><a href="https://asean.org/joint-statement-of-the-thirteenth-asean-finance-ministers-and-central-bank-governors-meeting-13th-afmgm/">Joint Statement of the 13th ASEAN Finance Ministers&#8217; and Central Bank Governors&#8217; Meeting &#8211; ASEAN Secretariat</a></span></li>
<li><span class="s2"><a href="https://greencentralbanking.com/2025/10/21/central-banks-must-guide-asean3-through-age-of-novel-risks/">Central Banks Must Guide ASEAN+3 Through Age of Novel Risks &#8211; Aziz Durrani and Julia Anna Bingler, The Business Times / Green Central Banking</a></span></li>
</ul>
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<p>The post <a href="https://bizruption.asia/spinoff/asean-solved-climate-and-ai-risk-three-times-the-answers-do-not-match/">ASEAN Solved Climate and AI Risk Three Times. The Answers Do Not Match.</a> appeared first on <a href="https://bizruption.asia">Bizruption Asia</a>.</p>
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		<title>ASEAN&#8217;s Financial Safety Net Cannot Absorb Compound Shocks</title>
		<link>https://bizruption.asia/asia-in-focus/aseans-financial-safety-net-cannot-absorb-compound-shocks/</link>
					<comments>https://bizruption.asia/asia-in-focus/aseans-financial-safety-net-cannot-absorb-compound-shocks/#respond</comments>
		
		<dc:creator><![CDATA[The Bizruptor Investigators]]></dc:creator>
		<pubDate>Mon, 18 May 2026 01:34:34 +0000</pubDate>
				<category><![CDATA[Asia in Focus]]></category>
		<category><![CDATA[Banking & Finance]]></category>
		<category><![CDATA[Cover Story]]></category>
		<category><![CDATA[Finance In Asia]]></category>
		<category><![CDATA[Regional Insights]]></category>
		<category><![CDATA[ASEAN]]></category>
		<category><![CDATA[financial]]></category>
		<category><![CDATA[stocks]]></category>
		<guid isPermaLink="false">https://bizruption.asia/?p=2860</guid>

					<description><![CDATA[<p>ASEAN's central banks are absorbing energy, food and climate shocks arriving simultaneously……and the joint statement their finance ministers issued on 3 May 2026 reads less like a policy agenda than a damage report. The safety net beneath them was engineered for a different crisis in a different century.</p>
<p>The post <a href="https://bizruption.asia/asia-in-focus/aseans-financial-safety-net-cannot-absorb-compound-shocks/">ASEAN&#8217;s Financial Safety Net Cannot Absorb Compound Shocks</a> appeared first on <a href="https://bizruption.asia">Bizruption Asia</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="row clearfix">
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<p class="p1">ASEAN&#8217;s central banks did not send their finance ministers to Samarkand, Uzbekistan on 3 May 2026 to declare a crisis. They went to endorse directions, task deputies and issue a communiqué. What came out reads like a damage assessment. Growth moderating. Inflation rising. Capital flows volatile. Exchange rates under pressure.</p>
<p class="p1">The 29th ASEAN+3 Finance Ministers&#8217; and Central Bank Governors&#8217; Meeting (AFMGM) was not describing risks approaching the region &#8211; it was confirming conditions already present across eleven economies. All traceable to a single trigger: the Middle East conflict that shut the Strait of Hormuz and drove energy, fertiliser and freight costs through the regional economy in the same week.</p>
<p class="p1">What the statement did not say, but what its language makes unavoidable, is that the architecture underpinning those central banks – the regional safety net, the multilateral surveillance office, the green finance facilities now assembling – was engineered for a world in which crises arrive one at a time.</p>
<h3 class="p2"><b>A Safety Net Built for a Single Channel</b><b></b></h3>
<p class="p1">The Chiang Mai Initiative Multilateralisation (CMIM) was designed in the aftermath of the 1997-98 Asian Financial Crisis. Its logic was liquidity: member economies facing sudden balance of payments pressure could draw on a pooled USD 240 billion reserve facility, with conditionality linked to IMF programme alignment.</p>
<p class="p1">The ASEAN+3 Macroeconomic Research Office, established in 2011, provides the surveillance function that makes CMIM activation credible. Both institutions were built for crises that arrive through one dominant channel – currency pressure, capital flight, sovereign liquidity stress – and yield to a single policy lever.</p>
<p class="p1">The current shock does not work that way. The Samarkand statement maps the cascade: higher oil and gas prices tighten financial conditions, which accelerates capital flow volatility, which pressures exchange rates, which widens current account deficits, which strains subsidy budgets already at their limits.</p>
<p class="p1">Running in parallel: flash floods and extreme weather across the region in 2025 and early 2026 destroyed crops, forced emergency fiscal responses and compressed the policy space central banks need to manoeuvre. Bank balance sheets carrying agricultural and infrastructure loan books are absorbing credit stress from the energy and climate channels at the same time.</p>
<p class="p1">No regional stress-test framework was calibrated for that combination. The CMIM was not built to absorb it.</p>
<p class="p1">Aziz Durrani and Julia Anna Bingler, writing in The Business Times in October 2025, put the gap plainly: national initiatives to manage these risks &#8220;remain fragmented and often modest in scale relative to the magnitude of the risks ahead.&#8221; The toolkit is not failing. It is solving the right problem for the wrong crisis.</p>
<p><a href="https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg.jpg"><img decoding="async" class="aligncenter size-full wp-image-2863" src="https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg.jpg" alt="Infographic ASEAN Central Banks InsightBox" width="1000" height="2052" srcset="https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg.jpg 1000w, https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg-146x300.jpg 146w, https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg-499x1024.jpg 499w, https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg-768x1576.jpg 768w, https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg-749x1536.jpg 749w, https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg-998x2048.jpg 998w, https://bizruption.asia/wp-content/uploads/2026/05/Infographic_ASEAN_CentralBanks_InsightBox-ezgif.com-compress-jpg-750x1539.jpg 750w" sizes="(max-width: 1000px) 100vw, 1000px" /></a></p>
<h3 class="p2"><b>What Is Being Built and What It Cannot Yet Do</b><b></b></h3>
<p class="p1">Recognising the mismatch, the Philippines&#8217; 2026 ASEAN chairmanship has pushed sustainable finance onto the Finance Track agenda with two concrete instruments.</p>
<p class="p1">The ASEAN Catalytic Green Finance (ACGF) Facility – a USD 1.9 billion vehicle managed by ADB under the ASEAN Infrastructure Fund – confirmed a lending pipeline of USD 19.4 billion across 30 projects for 2026-2028, as cited in the joint statement of the 13th ASEAN Finance Ministers&#8217; and Central Bank Governors&#8217; Meeting, convened virtually from 7 to 10 April 2026.</p>
<p class="p1">The ACGF&#8217;s 2025 annual report recorded the facility&#8217;s strongest year since its 2019 launch: four project approvals in Cambodia, Indonesia and Lao PDR.</p>
<p class="p1">The Regional Connectivity Fund for Energy, launched under the ASEAN Infrastructure Fund on 7 April 2026, was welcomed at the same meeting as a step toward the ASEAN Power Grid. The ADB&#8217;s proposed USD 30 billion facility for 2026–2030 adds institutional weight behind the direction.</p>
<p class="p1">These are real instruments addressing a real gap. The constraint is sequencing. Technical assistance and de-risking precede financing approvals. Financing approvals precede disbursement. Disbursement precedes capital absorbing risk in the field. USD 19.4 billion identified for 2026-2028 is not USD 19.4 billion operational. The compound shock is not waiting.</p>
<h3 class="p2"><b>The Fragmentation That Survives Even a Successful Build-Out</b><b></b></h3>
<p class="p1">The pipeline problem has a structural companion that facility funding alone cannot resolve. Across ASEAN, the supervisors that govern how commercial banks and insurers price, provision and stress-test for compound risks are each running their own national framework. None of those frameworks speak to each other.</p>
<p class="p1">Bank Negara Malaysia launched a Climate Finance Innovation Lab and integrated climate risk into its supervisory model. The Monetary Authority of Singapore is developing a generative AI risk framework through Project MindForge. The Bank of Thailand completed consultation on its AI risk management policy in 2025.</p>
<p class="p1">Each is credible in isolation. For a CIO running cross-border ASEAN exposure, the consequence is immediate: stress scenarios, capital buffer calibrations and disclosure requirements are produced under different methodological assumptions in each market.</p>
<p class="p1">A bank with material Malaysian and Singaporean balance sheet exposure cannot generate a single consistent climate transition stress scenario when BNM and MAS calibrate the same underlying risk differently. Regulatory arbitrage is not a future concern. It is already priced into every cross-ASEAN book being run today.</p>
<p class="p1"><a href="https://bizruption.asia/spinoff/asean-solved-climate-and-ai-risk-three-times-the-answers-do-not-match/" target="_blank" rel="noopener">The 13th AFMGM flagged climate risk management as a chairmanship priority</a>. A supervisory convergence mechanism did not appear on the agenda.</p>
<h3 class="p2"><b>The Deadline That Will Settle the Question</b><b></b></h3>
<p class="p1">The Philippines holds the ASEAN chair through end-2026. Singapore takes over in 2027. The First Liveable, Equitable and Competitive Investor Forum is scheduled for 10-11 September 2026 in Manila. What gets committed there – and how much of it is construction-ready rather than pipeline – sets the terms Singapore inherits.</p>
<p class="p1">The Samarkand statement tasked deputies to advance the CMIM&#8217;s paid-in capital structure, the Disaster Risk Financing Initiative roadmap and the evolution of the Asian Bond Markets Initiative. Each requires domestic legislative follow-through before the regional framework produces instruments that move capital.</p>
<p class="p1">The ASEAN Finance Track has a consistent record on this sequence: directions endorsed regionally, implementation stalling nationally. The Philippines&#8217; chairmanship has identified the right priorities across all three institutional layers: the safety net, the supervisory architecture and the green finance pipeline.</p>
<p class="p1">Closing the distance between a joint statement and a disbursed instrument – before the next shock renders the question moot – is what has not yet been demonstrated.</p>
<p class="p1">For fund managers and institutional investors with ASEAN exposure, September is the first real test. The pipeline figure tells you what was planned. The disbursement figure tells you whether the region&#8217;s financial architecture is moving at the speed of the risk it was designed to absorb.</p>
<div class="read-more-ref">
<p><strong>References:</strong></p>
<div class="sources-container">
<ul class="sources-list">
<li class="li4"><span class="s1"><a href="https://amro-asia.org/joint-statement-of-the-29th-asean3-finance-ministers-and-central-bank-governors-meeting-may-3-2026">Joint Statement of the 29th ASEAN+3 Finance Ministers&#8217; and Central Bank Governors&#8217; Meeting, Samarkand</a></span></li>
<li class="li4"><span class="s1"><a href="https://asean.org/joint-statement-of-the-thirteenth-asean-finance-ministers-and-central-bank-governors-meeting-13th-afmgm/">Joint Statement of the 13th ASEAN Finance Ministers&#8217; and Central Bank Governors&#8217; Meeting</a></span></li>
<li class="li4"><span class="s1"><a href="https://www.bernama.com/en/region/news.php?id=2543636">ADB&#8217;s Proposed USD 30 Billion Facility Among Key Outcomes of 13th AFMGM &#8211; Bernama</a></span></li>
<li class="li4"><span class="s1"><a href="https://www.adb.org/documents/asean-catalytic-green-finance-facility-2025">ASEAN Catalytic Green Finance Facility 2025 Annual Report &#8211; Asian Development Bank</a></span></li>
<li class="li4"><span class="s1"><a href="https://www.adb.org/what-we-do/funds/asean-catalytic-green-finance-facility/overview">ASEAN Catalytic Green Finance Facility &#8211; Overview &#8211; Asian Development Bank</a></span></li>
<li class="li4"><span class="s1"><a href="https://greencentralbanking.com/2025/10/21/central-banks-must-guide-asean3-through-age-of-novel-risks/">Central Banks Must Guide ASEAN+3 Through Age of Novel Risks &#8211; Aziz Durrani and Julia Anna Bingler, The Business Times / Green Central Banking</a></span></li>
<li class="li4"><span class="s1"><a href="https://www.cepweb.org/closing-the-gap-to-boost-asean-resilience-against-novel-risks/">Closing the Gap to Boost ASEAN Resilience Against Novel Risks &#8211; Julia Anna Bingler, Centre for Economic Policy</a></span></li>
<li class="li4"><span class="s1"><a href="https://pia.gov.ph/news/asean-finance-and-central-bank-meetings-to-advance-regional-stability-and-resilience-under-philippine-chairship/">ASEAN Finance and Central Bank Meetings Under Philippine Chairship &#8211; Philippine Information Agency</a></span></li>
<li class="li4"><span class="s1"><a href="https://amro-asia.org/4th-asean3-economic-cooperation-and-financial-stability-forum-amro-forum/">4th AMRO Forum: Deepen ASEAN+3 Integration for Resilience Amid Fragmentation &#8211; AMRO</a></span></li>
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<p>The post <a href="https://bizruption.asia/asia-in-focus/aseans-financial-safety-net-cannot-absorb-compound-shocks/">ASEAN&#8217;s Financial Safety Net Cannot Absorb Compound Shocks</a> appeared first on <a href="https://bizruption.asia">Bizruption Asia</a>.</p>
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