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74 Finance and economics                                                     The Economist December 9th 2017
        Venezuela and oil prices                                             ing agencies. Lee Buchheit, a debt-restruc-
        Christmas Caracas                                                    turingexpert at Cleary Gottlieb, a law firm,
                                                                             says that so longas some cash continues to
                                                                             flow to bondholders, they are reluctant to
                                                                             use legal means to seize Venezuelan assets,
                                                                             as they did in Argentina. Ifthat calculation
                                                                             changes, oil firmscould be loth to buy Ven-
                                                                             ezuelan oil.
        Afull-scale defaultcould manage what                                   American sanctions make things hard-
        OPEC struggles to do
                                                                             er.FranciscoMonaldi,aneconomistatRice
            N NOVEMBER 30th, as oil tsars from                               UniversityinTexas,saysVenezuela’sexclu-
        Othe Organisation ofthe Petroleum Ex-                                sion from American credit markets has
        porting Countries (OPEC) and Russia met                              worsened PDVSA’s difficulty in paying
        in Vienna, Venezuela’s former oil minister,                          partners and suppliers. As a result, produc-
        EulogiodelPino,onceoneoftheirnumber,                                 tion from fields it operates directly has fall-
        wasseizedbyarmedguardsatdawninCa-                                    ensharply.Hesaysfieldswhereitisinpart-
        racas, and taken to jail. His arrest was not                         nership with international oil companies
        publicly acknowledged in Vienna. His re-  Who believes in Nicolás?   have provided almost two-thirds of recent
        placement, Manuel Quevedo, a general in                              production, but are also startingto suffer.
        the national guard, attended OPEC and  data, China has replaced America as Vene-  Mr Quevedo blames PDVSA’s falling
        was received with the usual deference.  zuela’s biggest export market. But it is los-  output on American “sabotage”, as a pre-
           Also unmentioned was how Venezue-  ing patience. This week Sinopec, a state oil  lude to a coup. Adding to the ferment, Rus-
        la, embroiled in a massive, messy debt de-  company, sued PDVSA overunpaid debts.  sia has backed Venezuela by refinancing
        fault, is doing plenty of OPEC’s dirty work.  Output could plummet if the country  some of its debts, thanks largely to Igor Se-
        Since November 2016, when OPEC first  or PDVSA fall into full-scale default. So far,  chin, boss of Rosneft, an oil giant, which
        agreedwithRussiatocutoutputtopushup  the company is considered to be in default  haslent$5bn to PDVSA. The upside forhim
        oil prices, Venezuela’s has fallen by  on some interest payments, though it con-  is that even if Venezuela’s plight worsens,
        203,000 barrels a day (b/d), to1.86m b/d in  tinues to repay principal, according to rat-  its oil assets will become cheaper. 7
        October. That is more than twice the cut it
        agreed with OPEC of95,000 b/d.
           Ifitsproduction continuesto fall—some  Hedge funds and artificial intelligence
        analystssayitcouldbedownto1.6mb/din
        2018—it could either drive up oil prices fur- Return on AI
        ther or absolve some countries from the
        cuts they agreed to last month. “Venezuela
        gives OPEC and Russia wiggle room,” says
        Helima Croft ofRBC Capital Markets.
           Venezuela’s output has lurched lower
        since 2016 amid economic mismanage-  SAN FRANCISCO
                                           AI-driven hedge funds need human brains, too
        mentbythegovernmentofPresidentNico-
        lás Maduro. A cash crunch hit payments to  RTIFICIAL intelligence (AI) has already  however, where machine learning is so
        the oil-service companies that workon the Achanged some activities, including  much part of the furniture the term fea-
        world’s most abundant oil reserves. Mak-  parts of finance like fraud prevention, but  tures unexplained on roadside billboards,
        ing matters worse has been the partial de-  not yet fund management and stock-pick-  a clusterofupstart hedge funds has sprung
        fault on debts of the government and  ing. That seems odd: machine learning, a  up in orderto exploit these techniques.
        PDVSA,thestateoilcompanythatprovides  subset of AI that excels at finding patterns  These new hedgies are modest enough
        95% of the country’s exports. PDVSA has  and making predictions using reams of  to concede some of their competitors’
        made $9bn of payments this year, and  data, looks like an ideal tool for the busi-  points. Babak Hojdat, co-founder of Sen-
        owes $5bn in 2018.                 ness. Yet well-established “quant” hedge  tient Technologies, an AI startup with a
           In recent weeks the disarray has be-  funds in London or New York are often  hedge-fund arm, saysthat, leftto their own
        come farcical. The Maduro administration  sniffy about its potential. In San Francisco,  devices, machine-learning techniques are 1
        arrested more than 60 oil executives, ac-
        cusing them of corruption, and replacing
        them with soldiers such as Mr Quevedo,
        who have no clue how to produce oil. In a
        Christmas message on December 3rd, Mr
        Maduro compounded the absurditybyan-
        nouncinga planned cryptocurrencycalled
        the “petro”, backed by Venezuela’s oil re-
        serves, to evade American financial sanc-
        tions. He might as well have asked people
        to believe in Santa Claus.
           The threatto Venezuelan oil production
        is real enough, though. Vortexa, a firm that
        tracksflowsofcrude in real time, says ship-
        ments to America, where Venezuela pro-
        vides heavy crude feedstock for its own
        and other refineries, plunged in the three
        months to November 30th. On Vortexa’s
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