Economic Capital calculations using a „Life DFA“ approach Magyar Aktuáriusi Társaság XV. Altenburger Gyula Szimpózium Balatonvilágos, 2005 május 27-én AMB Generali Holding AG Hrabovszki László Economic Capital calculations using a „Life DFA“ approach Agenda Background and requirements The basic concept and calculations Possible applications Economic Capital 2005.05.27 1 Economic Capital calculations using a „Life DFA“ approach Agenda Background and requirements The basic concept and calculations Possible applications Economic Capital 2005.05.27 2 Why do capital and return need more intensive controlling procedures? Economic risks that were once trivial are gaining in relevance Neglected risks have gained in importance: e.g. Financial guarantees 10 10 yr risk free government bonds Guaranteed interest rate – New business Approx. Guaranteed interest rate – Business in force 9 8 In % 7 6 10 year government bonds: 3.48% as of 20th April 2005 The smaller the difference is, the bigger the risk that a loss is incurred 5 4 3 2005 Mrz 2004 Jul 2003 Nov 2003 Mrz 2002 Jul 2001 Nov 2001 Mrz 2000 Jul 1999 Nov 1999 Mrz 1998 Jul 1997 Nov 1997 Mrz 1996 Jul 1995 Nov 1995 Mrz 1994 Jul 1993 Nov 1993 Mrz 1992 Jul 1991 Nov 1991 Mrz 1990 Jul 1989 Nov 1989 Mrz 1988 Jul 1987 Nov 1987 Mrz 2 Economic Capital 2005.05.27 3 Implications for corporate management Quantifying economic risks and managerial integration Recent accounting standards, solvency requirements and controlling instruments have not allowed for fundamental business risks • Asset Liability Management: Longer duration of the actuarial reserves compared to the corresponding bonds portfolio leads to high economic capital Level of share investment is a main driver of required economic capital interest rate sensitivity in the • Financial guarantees: Long-term implicit options, such as guaranteed interest and lump-sum payment options, require sophisticated valuation, where current accounting methods are rudimentary, and cannot be covered by hedging strategies on the capital market • Inefficient incentive structures: - New business commissions are determined by the volume of new business acquired and not the added The return on the actual economic capital is used as an indicator for added value, however, as a rule, this has no influence on the rewards paid to top management value this creates New accounting standards and solvency requirements increase transparency with respect to economic risk exposure • The increasing importance of a fair value approach to accounting will make economic risks more visible. As a result, planning, controlling and managing these risks will become more important. Economic Capital 2005.05.27 4 Demands on fully-integrated control systems Structure of the AMB Generali group’s controlling tool Security Return Publicity Ensure solvency cover cost of capital create transparency Performance Management Capital Management • Derivation of the total risk exposure and the resulting economic capital requirement for which the shareholder is liable • Ensuring the economic solvency by comparing the required economic capital with that which is available • Management of the shareholders’ expectations on profit and added value Standards • HGB • IAS/IFRS • Calculation of risk adjusted performance • Separation of taxable amounts from non-taxable external factors Solvency • Solvency II • Reinsurance regulation Components • Embedded Value group/ Capital • Life: ALM/ DFA • Health: ALM • Non-life: DFA • Capital allocation Components Economic • Performance measurements • Life/Health: NGW • Non-Life: Combined Ratio • Performance indicators • RoEC • RoEV Corporate Governance • Communication of key management figures • Controls/Regulation • Interactive ratings processes fully-integrated control system Economic Capital 2005.05.27 5 Motivation for DFA Life Building a stochastic simulation platform open questions • How high is the level of required capital for the insurance segment life resulting from a complete and consistent economic approach? • How high is the EV in this economic view, if the resulting cash flows are market consistent – i.e. arbitrage free and discounted? • Calculation of the economic capital requirements in a “Fair Value” framework steps towards goal • Creation of a realistic balance sheet • Aggregated pricing of guarantees and options • Derivation of the market consistent Embedded Value implementation • Development of a market consistent simulation environment to calculate economic risks and derive market value balance sheets • Stochastic ascertainment of the market value of commitments with respect to options and guarantees Economic Capital 2005.05.27 6 Economic Capital calculations using a „Life DFA“ approach Agenda Background and requirements The basic concept and calculations Deriving realistic balance sheets Calculating economic capital Possible applications Economic Capital 2005.05.27 7 Derivation of the Economic Capital required for Life business New EV-Concepts are driving the development of internal capital models Realistic balance sheets are derived based on stochastically generated present values density economic capital marketconsistentembe dded value economic capital Value of costs + tax value profit sharing P/H options fair value fair value liabilities assets XS capital liabilities • path-dependent discounting of guaranteed cash-flows = value of guarantees • the expected present value of future profit sharing depends on the SAA and management rules describing the dynamic asset-liability interdependency • To what degree are customers financially rational? Assumptions are a main factor in the value of policyholder options Value of guarantees liabilities split Economic Capital 2005.05.27 8 How are results generated? Model framework and implementation strategy Implementation Strategy Model framework • Standard model contains generic products and German accounting rules Economic asset scenario generator -arbitrage free, market consistent scenarios liability model • Endowment model • annuity model Set of management rules asset model • class-related models • Generic products calibrated using EV cash flows • Aim to model fund behaviour – including sensitivities profit sharing P/H S/H • Asset simulation is similar to bottom-up model Risk assessment • Group model to be implemented in Aachen Dynamic adjustment of the SAA Declaration of crediting rate Economic Capital 2005.05.27 9 Modelling management behaviour Step1: Defining the impact parameters and their interdependencies Conceptual View as of 30.12.t Conceptual View as of 30.12.t+1 Economic scenario in t: - Pay crediting rate, that was declared path-depending realisation of economic scenario - generated through ESG Calculate: - free RfB hidden reserves SAA resulting reserve quota (actual RQ) - Calculate RQmin based on percentile default approach current SAA - If RQmin > actual RQ reduce equity until RQs are matched Minimum equity quota is x% - If RQmin < actual RQ increase equity quota by y% - expected yield curves - expected volatilities - path-depending realisation of economic scenario - generated through ESG Pay crediting rate, that was declared of expected yield and Recalculate RQmin with new, dynamically adapted SAA Determine new SAA for 1.1.t+1 next year! Economic scenario: Calculate: - free RfB hidden reserves SAA resulting reserve quota (actual RQ) Declare crediting rate for t+1 as discussed for 30.12.t Economic Capital 2005.05.27 10 Defining a mathematical framework Step 2a: Assessing the actual financial strength Quantitative view V RQ MR Description Definitions MR: mathematical reserves V= HRINV - HRPART + RfB - TBR with: HRINV : hidden reserves on all HRPART : hidden reserves on participations RfB : value of RfB TBR : value of terminal bonus assets • RQ is the relative share of existing (hidden) reserves on assets and liabilities (risk-bearing capital) in % of the mathematical reserves. • Hidden reserves on participations, that are not fungible, are excluded from V, as this position should not be released for profit sharing purposes. reserve • However, at the moment hidden reserves on participations cannot be modelled explicitly due to technical reasons Economic Capital 2005.05.27 11 Defining a mathematical framework Step 2b: Controlling shortfall risks and adjusting the SAA Quantitative view P[( MR V )(1 R PF ) MR (1 c)] (1 c) P (1 RQ ) PF (1 R ) c qPF RQ RQ min PF 1 q Definitions c: PF R : : qPF : crediting rate declared for the next period total return on the assets targeted shortfall probability within one year (initially set to 1%) quantile of the return on the asset portfolio. Description • If the actual RQ is higher than RQmin the equity backing ratio (EBR) can be max. increased by 2%. If the actual RQ is lower than RQmin the EBR is to be decreased until RQ and RQmin are matched. • The EBR floor reflects the fact that the minimum variance portfolio contains an approximate equity-share of 5%. Economic Capital 2005.05.27 12 Defining a mathematical framework Step 2c: Determining the crediting rate Quantitative view c ( R 1 ( RQ RQmin ) 1) Definitions • R is the expected running yield for the next period • defines the p/h participation (set to 90%) • Tau is the time horizon to finance a leverage of the crediting yield (pure ceteris-paribus calculus facilitating a smoothed management of reserve levels; initially set to 6 years) • c: maximum increase by 1% maximum rate of 14% minimum rate of guarantee Description • R can be regarded as the solid basis for determining the crediting rate. It is fueled by expected dividends, rent and coupon payments • The root-term is used to adapt the crediting yield to the current level of capital adequacy. If excess reserves exist, it is assumed that these excess reserves are released continuously within a hypothetical time horizon of t years to finance a leverage of the crediting yield. Economic Capital 2005.05.27 13 Defining a mathematical framework Step 2d: Allocating bonuses Quantitative view TBP ( ( R 1 ( RQ RQ min ) 1) GR RBP (1 ) ( ( R 1 ( RQ RQ min ) 1) GR Definitions • • • • TBP: RBP: GR: omega: Description terminal bonus part running bonus part guaranteed rate ratio splitting running bonus part and the terminal bonus part; defined as: • At the end of each year, the crediting rate declared in the previous year is to be paid. As the declared rate c is a cumulated profit sharing yield, it is to be broken down into the running bonus part and the terminal bonus part after guaranteed parts are allocated. c GR GR c 2 • delta: initial scaling factor set to 4 Economic Capital 2005.05.27 14 Defining a mathematical framework Step 2e: Determining the shareholder’s part Quantitative view s (1 ) ( R 1 ( RQ RQmin ) 1) GR) Definitions • s: Description shareholder’s part • The shareholder part can be considered as a deterministic factor, solely depending on declared rates of the previous period. • If the targeted realisation of hidden reserves is not sufficient to fund the projected shareholder part, additional hidden reserves are realised. • This mechanism guarantees that the total returns that were expected in the previous period and that were used to declare the p/h and s/h participation in the current period are matched to the actual results. Economic Capital 2005.05.27 15 How can the interdependent rules be validated ? Step 3: Using historical data for simplified back-testing and calibration RQ (min), shortfall probability of 1% VDL ( = 6 years) RQ (min), shortfall probability of 10% 8,0% 8,0% 7,0% 7,0% 6,0% 6,0% 5,0% 5,0% 4,0% 4,0% 3,0% 3,0% 2,0% declared crediting rate (real world) 2,0% declared crediting rate (real world) declared crediting rate (model world) 1,0% declared crediting rate (model world) 1,0% 0,0% 0,0% 1998 1999 2000 2001 2002 8,0% AML ( = 3 years) 1998 2003 1999 2000 2001 2002 2003 2002 2003 8,0% 7,0% 7,0% 6,0% 6,0% 5,0% 5,0% 4,0% 4,0% 3,0% 3,0% 2,0% declared crediting rate (real world) 2,0% 1,0% declared crediting rate (real world) declared crediting rate (model world) 1,0% declared crediting rate (model world) 0,0% 0,0% 1998 1999 2000 2001 2002 2003 1998 1999 2000 2001 Economic Capital 2005.05.27 16 Generating results from the simulations Creating a balance sheet based on market consistent present values Market value balance sheet as per 31. Dec. 2004 for a life company with a 15%1) investment ratio Case Study: in € Assets Investments Real estate Shares Bonds Total assets 1) in % 15.000.000.000 100,00% 872.250.773 5,82% 2.192.785.012 14,62% 11.934.964.215 79,57% 15.000.000.000 100,00% Liabilities McEV in % 548.710.144 3,66% 14.451.289.856 96,34% PV tax 333.821.118 2,23% PV maintenance Costs 347.700.027 2,32% PV acquisition costs 669.939.976 4,47% PV remaining RfB and UCGs 433.156.916 2,89% PV profit sharing 3.200.103.688 21,33% PV guarantees 9.466.568.130 63,11% 15.000.000.000 100,00% Liabilities Liabilities and S/H Equity including strategic investments Economic Capital 2005.05.27 17 Economic Capital calculations using a „Life DFA“ approach Agenda Background and requirements The basic concept and calculations Deriving realistic balance sheets Calculating economic capital Possible applications Economic Capital 2005.05.27 18 How are risk measures derived from stochastic projections? Adequate stress tests are implemented on input parameters 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 SIM# 2298 3924 3376 3188 1560 4316 4743 3914 1841 3352 2823 3635 1859 4233 3869 2 Stress the input parameters to the required level and look up the simulation path representing the targeted confidence level CLASS EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY 2004 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 2005 Differenz 49,61% -50,39% 50,99% -49,01% 52,96% -47,04% 54,74% -45,26% 56,55% -43,45% 57,05% -42,95% 57,28% -42,72% 58,33% -41,67% 58,73% -41,27% 59,12% -40,88% 59,68% -40,32% 59,74% -40,26% 60,33% -39,67% 60,53% -39,47% 60,76% -39,24% 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 SIM# 1841 2298 4233 1991 2307 1720 4316 980 1859 575 1907 1239 3525 1886 4743 CLASS TERM ZCB 2004 ZCB 2005 Spot 04 Spot 05 Differenz ZCB 15 0,5392 0,7027 4,20% 2,38% -1,82% ZCB 15 0,5392 0,6960 4,20% 2,45% -1,76% ZCB 15 0,5392 0,6936 4,20% 2,47% -1,73% ZCB 15 0,5392 0,6929 4,20% 2,48% -1,73% ZCB 15 0,5392 0,6914 4,20% 2,49% -1,71% ZCB 15 0,5392 0,6904 4,20% 2,50% -1,70% ZCB 15 0,5392 0,6873 4,20% 2,53% -1,67% ZCB 15 0,5392 0,6753 4,20% 2,65% -1,55% ZCB 15 0,5392 0,6732 4,20% 2,67% -1,53% ZCB 15 0,5392 0,6690 4,20% 2,72% -1,49% ZCB 15 0,5392 0,6690 4,20% 2,72% -1,49% ZCB 15 0,5392 0,6687 4,20% 2,72% -1,48% ZCB 15 0,5392 0,6635 4,20% 2,77% -1,43% ZCB 15 0,5392 0,6628 4,20% 2,78% -1,42% ZCB 15 0,5392 0,6611 4,20% 2,80% -1,41% Calculate the McEV and the fair value of liabilities in the initial scenario in % Passiva in % 1 in € Aktiva Kapitalanlagen 15.000.000.000 100,00% Immobilien McEV 872.250.773 5,82% 14.451.289.856 96,34% 2.192.785.012 14,62% PV Steuer 333.821.118 2,23% Bonds 11.934.964.215 79,57% PV Verwaltungskosten 347.700.027 2,32% PV Abschlusskosten 669.939.976 4,47% PV verbleibende RfB und UCGs 433.156.916 2,89% 3.200.103.688 21,33% 9.466.568.130 63,11% Verbindlichkeiten PV Garantien Gesamte Aktiva in € Basisfall 3,66% Aktien PV Überschussbeteiligung Szenario 548.710.144 15.000.000.000 100,00% Stressfall I % Stressfall II % Aktiencrash (99,75%) vs. Basisfall sinkende Zinsen (99,75%) vs. Basisfall Verbindlichkeiten und EK 15.000.000.000 100,00% Aktiva Kapitalanlagen Gesamte Aktiva 15.000.000.000 15.000.000.000 13.970.181.190 13.970.181.190 -6,87% -6,87% 16.146.307.858 16.146.307.858 7,64% 7,64% 548.710.144 213.173.449 14.451.289.856 333.821.118 347.700.027 669.939.976 433.156.916 3.200.103.688 9.466.568.130 15.000.000.000 13.757.007.741 209.827.193 347.700.027 669.939.976 349.731.986 2.713.240.429 9.466.568.130 13.970.181.190 -61,15% 445.994.547 -18,72% -4,80% -37,14% 0,00% 0,00% -19,26% -15,21% 0,00% -6,87% 15.700.313.310 204.647.876 354.387.017 669.973.615 369.181.802 2.821.286.811 11.280.836.188 16.146.307.858 8,64% -38,70% 1,92% 0,01% -14,77% -11,84% 19,17% 7,64% Passiva McEV Verbindlichkeiten PV Steuer PV Verwaltungskosten PV Abschlusskosten PV verbleibende RfB und UCGs PV Überschussbeteiligung PV Garantien Verbindlichkeiten und EK Recalculate the stressed McEV and compare it to the unstressed 548.710.144 548.710.144 McEV to derive the economic capital 213.173.449 445.994.547 Risikokapitalbedarf für Kapitalanlagerisiken vs. Basisfall ungestresster McEV gestresster McEV Economic Capital 3 Aggregation Economic Capital Gesamt 335.536.695 102.715.597 Stressfall I 350.906.494 335.536.695 Stressfall II 102.715.597 Aus dem Szenario abgeleitete Korrelation (Aktien, Bonds) = 0 Economic Capital 2005.05.27 19 Stressing the input parameters to a confidence level of 99,75% 5.000 paths x 0,25% targeted shortfall probability =>13th worst is critical yield curve stress test stress scenario worst paths in t+1 equity stress test 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 SIM# 2298 3924 3376 3188 1560 4316 4743 3914 1841 3352 2823 3635 1859 4233 3869 CLASS EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY EQUITY 2004 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 100,00% 2005 Delta 49,61% -50,39% 50,99% -49,01% 52,96% -47,04% 54,74% -45,26% 56,55% -43,45% 57,05% -42,95% 57,28% -42,72% 58,33% -41,67% 58,73% -41,27% 59,12% -40,88% 59,68% -40,32% 59,74% -40,26% 60,33% -39,67% 60,53% -39,47% 60,76% -39,24% 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 SIM# 1841 2298 4233 1991 2307 1720 4316 980 1859 575 1907 1239 3525 1886 4743 CLASS TERM ZCB 2004 ZCB 2005 Spot 04 Spot 05 Delta ZCB 15 0,5392 0,7027 4,20% 2,38% -1,82% ZCB 15 0,5392 0,6960 4,20% 2,45% -1,76% ZCB 15 0,5392 0,6936 4,20% 2,47% -1,73% ZCB 15 0,5392 0,6929 4,20% 2,48% -1,73% ZCB 15 0,5392 0,6914 4,20% 2,49% -1,71% ZCB 15 0,5392 0,6904 4,20% 2,50% -1,70% ZCB 15 0,5392 0,6873 4,20% 2,53% -1,67% ZCB 15 0,5392 0,6753 4,20% 2,65% -1,55% ZCB 15 0,5392 0,6732 4,20% 2,67% -1,53% ZCB 15 0,5392 0,6690 4,20% 2,72% -1,49% ZCB 15 0,5392 0,6690 4,20% 2,72% -1,49% ZCB 15 0,5392 0,6687 4,20% 2,72% -1,48% ZCB 15 0,5392 0,6635 4,20% 2,77% -1,43% ZCB 15 0,5392 0,6628 4,20% 2,78% -1,42% ZCB 15 0,5392 0,6611 4,20% 2,80% -1,41% • total equity return in t+1 (time horizon of 1 year) is stressed • spot rate of zero-coupon bonds with 15 years to maturity is stressed in t+1 (time horizon of 1 year) • stressed market value of equities (e.g. 60,33 % x MV equities in base case) is calculated and used as unit value for new run • new run for stress testing to be modified in terms of all relevant input parameters (initial and future yield curves, inflation, equity index and deflators as market-consistent discounting factors) Economic Capital 2005.05.27 20 Recalculating the stressed realistic balance sheets Economic capital derived as D of stressed and unstressed McEV Stressed market value balance sheet as per 31st Dec 2004 for the case study life company in € Basic case Scenario Stress case I % Equity crash (99,75%) vs. Basic case- Stress case II decreasing yield curve (99,75%) % vs. Basic case- Assets Investments Total Assets 15.000.000.000 15.000.000.000 13.970.181.190 13.970.181.190 -6,87% -6,87% 16.146.307.858 16.146.307.858 7,64% 7,64% 548.710.144 213.173.449 -61,15% 445.994.547 -18,72% 14.451.289.856 333.821.118 347.700.027 669.939.976 433.156.916 3.200.103.688 9.466.568.130 15.000.000.000 13.757.007.741 209.827.193 347.700.027 669.939.976 349.731.986 2.713.240.429 9.466.568.130 13.970.181.190 -4,80% -37,14% 0,00% 0,00% -19,26% -15,21% 0,00% -6,87% 15.700.313.310 204.647.876 354.387.017 669.973.615 369.181.802 2.821.286.811 11.280.836.188 16.146.307.858 8,64% -38,70% 1,92% 0,01% -14,77% -11,84% 19,17% 7,64% Liabilities McEV Liabilities PV tax PV maintenance costs PV acquisition costs PV remaining RfB and UCGs PV profit sharing PV guarantees Liabilities and S/H Equity Economic capital for investment risks vs. basic case McEV unstressed McEV stressed Economic Capital Aggregation Economic Capital Total 350.906.494 548.710.144 213.173.449 335.536.695 548.710.144 445.994.547 102.715.597 Stress case I 335.536.695 Stress case II 102.715.597 scenario-derived correlation (equities, bonds) = 0 Economic Capital 2005.05.27 21 Economic Capital calculations using a „Life DFA“ approach Agenda Background and requirements The basic concept and calculations Possible applications Economic Capital 2005.05.27 22 Applying DFA results to internal allocation of capital AMB Generali: Embedded Value allocation steered by equity requirements Allocation: € 2.984 m Economic Capital + € 235 m Excess Capital = € 3.219 m EV Group in Mio. € as per 31.12.2004 (previous year in brackets) 7,3% 235 (5,6%) 212 6,6% Economic Capital in relation to business volume as per 31. Dez. 2004 (178) (125) (4,0%) Non-Life 1.806 (1.904) 24,5% (24,7%) 56,1% (60,3%) Health 788 (781) Life 178 (169) 5,5% Uplift Life 1) (5,4%) 28,1% (27,0%) of the earned net premium 3,2% (3,7%) of the technical reserves 2,6% (2,5%) of the technical reserves + € 280 m (€ 504 m) VIF Life (Economic Capital) 1) Health (Economic Capital) Financial services (Economic Capital) Non life (Economic Capital) Excess Capital Uplift EV Life through IFRS shareholder’s equity life Economic Capital 2005.05.27 23 Linking equity requirements to return on a business segment level Can the added value in life insurance be adequately measured? Life: economic profit and loss account In Mio. € after tax Internal risk model for the life segment 2004 excess capital 2003 1.223 766 New business margin 10,8% 12,1% economic capital economic capital APE 1) of new business marketconsistent embedded value costs and tax Market value profit sharing New business value 132 93 Operative differences 2) -11 -11 Realised gains from value in force 118 125 Result after tax 239 207 Fair value of liabilities Value of guarantees Assets Liabilities 12.5% RoEC Liability split Possible consequences of the increasing importance of a fair value approach Classic life insurance products such as endowments will create more need for Economic Capital (due to investment, calculation and guarantee risks). Accordingly, the risk adjusted operative profitability of these products will sink. Unit linked life insurance without guarantees and insurance policies that cover only biometric risks will require comparatively less Economic Capital. The risk adjusted operative profitability of these products could, therefore, be higher in the future. 1) 2) Annualised premium equivalent = regular premiums plus 1/10 of the single premiums Only biometric and cost-related variances Economic Capital 2005.05.27 24 Using DFA Life to calculate EEV and McEV New challenges demand a common stochastic platform European EV (EEV) Marketconsistent EV (McEV) Life DFA Solvency II Economic Capital 2005.05.27 25 Disclaimer Some of the statements contained herein are statements of future expectations and other forward-looking statements. These expectations are based on management's current views and assumptions and involve known and unknown risks and uncertainties. The user of such information should recognise that actual results, performance or events may differ materially from such expectations because they relate to future events and circumstances which are beyond our control including, among others, general economic and sector conditions. Neither AMB Generali Holding AG nor any of its affiliates, directors, officers, employees or agents have a duty of care towards any user of the information provided herein nor any obligation to update any forward-looking information contained in this document. Economic Capital 2005.05.27 26 Economic Capital calculations using a „Life DFA“ approach Balatonvilágos, 2005 május 27-én AMB Generali Holding AG László Hrabovszki Head of life actuarial department Email: [email protected]
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