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08.45   WELCOME REMARKS
        Luis CABRAL I Chair, Department of Economics, NYU Stern School of Business, New York
        Lawrence WHITE I Professor, Department of Economics, NYU Stern School of Business, New York
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09.00   OPENING KEYNOTE SPEECH
        Noah Joshua PHILLIPS I Commissioner, US Federal Trade Commission, Washington, DC
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09.30   ANTITRUST IN SPORTS
        Roger NOLL I Professor of Economics, Emeritus, Stanford University, Stanford
        Andrew ZIMBALIST I Professor of Economics, Smith College, Northampton
        Brad HUMPHREYS I Professor of Economics, West Virginia University, Morgantown
        Rodney FORT I Professor of Sport Management, University of Michigan, Ann Arbor
        Michael HAUSFELD I Partner, Hausfeld, Washington, DC
        James KEYTE I Director, Competition Law Institute, Fordham Law School, New York
        Moderator: Lawrence WHITE | Professor, Department of Economics, NYU Stern School of Business, New York

10.45   Coffee Break
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11.00   TELECOM MERGERS
        Gail LEVINE I Deputy Director, Bureau of Competition, US Federal Trade Commission, Washington, DC
        Tim BRENNAN I Professor of Public Policy & Economics, University of Maryland, Baltimore
        Gregory ROSSTON I Senior Fellow, Stanford Institute for Economic Policy Research, Stanford
        Dennis CARLTON I Professor of Economics, University of Chicago Booth School of Business, Chicago
        John HARKRIDER I Partner, Axinn, New York
        Cristina CAFFARRA I Vice President, Head of European Competition, CRA, London/Brussels
        Moderator: Katja SEIM I Associate Professor of Business Economics and Public Policy, The Wharton School,
        University of Pennsylvania, Philadelphia
12.15   Lunch
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                                          BT/ EE (2015)
                                                                                                       the conversation using #GlobalAntitrustEconomics
                                                               TeliaSonera/
                                                                 Telenor        TeliaSonera/
                 O2/Three (2014)                                 (2015X)        Tele2 (2014)
                                                                   T-Mobile-Tele2                    Vodafone/
                                   O2/Three (2015)                    (2018)                         KDG (2013)
                                                                                                 e-plus/ O2
                                                                Ziggo/LGI (2014)                   (2014)
   Mobile and mobile                                        Vodafone/Ziggo (2016)
   Cable and cable
   Hybrid mobile and cable/fixed                  Telenet/ Base (2015)
   Network and content                  LGI/De Vijver (2014, 2019)               Vodafone/LGI (2019)

                                                                                    LGI/KBW (2013)

                                                Numericable/
                                                 SFR (2014)                           Orange//H3G (2012)
                                                               Sunrise/UPC (2019)
                                       Bouygues/
                                        Orange                                Three/ Wind (2016)
                                   (2016, abandoned)

            Cabovisao /
             PTT (2015)
                                   Orange/Jazztel (2014)
Altice/Media                                                                                                       Vodafone/ Wind Hellas
Capital (2017)                                                                        TIM/Vivendi/Mediaset          (2012 – abandoned)
                                                                                      (2017)
           Optimus/ ZON             Vodafone/Ono (2014)
               (2013)

                                                                                               Cellcom/Golan
                                                                                               (2016)
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01.45   PRICING ISSUES IN PHARMA: PAY-FOR-DELAY, PRODUCT
        HOPPING...
        Paul CSISZÁR I Director, European Commission - DG COMP, Brussels
        David GILO I Professor of Law, Tel Aviv University, Tel Aviv
        George ROZANSKI I Partner, Bates White, Washington, DC
        Ingrid VANDENBORRE I Partner, Skadden Arps, Brussels
        Jack PACE I Partner, White & Case, New York
        Moderator: Robert WILLIG I Professor of Economics and Public Affairs, Emeritus, Woodrow Wilson School
        of Public and International Affairs, Princeton University
03.00   Coffee Break
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03.15   IN-HOUSE COUNSEL SESSION: PLATFORMS
        Samantha KNOX I Associate General Counsel, Facebook, San Francisco
        Martin D’HALLUIN I VP, Associate General Counsel, News Corp, New York
        David HIGBEE I Partner, Shearman & Sterling, Washington, DC
        Boris BERSHTEYN I Partner, Skadden Arps, New York
        Moderator: Harry FIRST I Professor, NYU School of Law, New York
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04.30   CLOSING KEYNOTE SPEECH
        Hal VARIAN I Chief Economist, Google, San Francisco

05.00   Drinks
The Seven Deadly Sins of Tech?

                        Hal Varian
                            NYU
                          May 2019

The views in this presentation are those of the author and do
not represent the views of his employer or any other party.
alleged!
The /Seven Deadly Sins of Tech?

                        Hal Varian
                            NYU
                          May 2019

The views in this presentation are those of the author and do
not represent the views of his employer or any other party.
The alleged seven deadly sins of tech

    ●   Concentration
    ●   Competition
    ●   Innovation
    ●   Acquisitions
    ●   Entry
    ●   Lock-in
    ●   Fixed costs
Concentration
Concentration
● Autor, et. al. (2017) describe two interpretations of concentration
  increase
   ○ “...super-star firms with higher productivity increasingly capture a
      larger slice of the market,”
   ○ “...arise from anticompetitive forces whereby dominant firms are
      able to prevent actual and potential rivals from entering and
      expanding.”
● Their conclusion: industries that became more concentrated were those
  in which productivity increased the most
● Related findings by Ganapati [2017], Bessen [2017], OECD, and others.
Competition
Where’s the competition in search? Follow the money.
● General purpose search is a tough business: you can only sell
  6% of what you produce.
   ○ Just ask AOL, Ask Jeeves, Yahoo, Inktomi, Excite, Lycos…
   ○ Why? Only 6% of clicks are commercial clicks (ads)
   ○ Competition is intense for commercial clicks: Amazon,
      eBay, Yelp, Travelocity, Expedia, Orbitz, Trip Advisor, and
      thousands of comparison and review sites
● By contrast no one cares about non-commercial search from
  an antitrust perspective: book search, scholar search, patent
  search, encyclopedia search, etc.
Why is competition intense for commercial clicks?

 ● Companies want users to go directly to them, so they try to build
   a strong brand, good reputation. For example, now 54% of
   shopping journeys in the US start on Amazon.
 ● Companies advertise heavily now so they don’t have to advertise
   so much in the future.
    ○ The widespread use of apps (Amazon, Yelp, Maps) reinforce
       this trend. Yelp gets 35M visitors via its mobile app.
    ○ This competition for commercial clicks is great for users.
 ● If Google provides great answers for [ancient history], people will
   use Google to provide great answers to [sushi near me].
Competition

Tech firms
compete intensely
against each
other. That’s why
prices are low, and
innovation is high.
Innovation
Innovation

Tech companies
are leading
spenders on R&D.

Source: Bloomberg
Innovation

Tech companies
are leading
spenders on R&D.

Even more if you
group GAFA + Tech

Source: Bloomberg
Acquisitions
Acquisitions by Google

● Median number of hires per
  acquisition: 6
● 25% had 3 or fewer employees
● 75% had 18 or fewer
  employees
● These were primarily acqui-
  hires.
There are 5 times as many exits via acquisitions than IPOs

                                               Silicon Valley Bank
Entry
Kill zone: where is it?

● Kill zone: “areas not worth operating
  or investing in, since defeat is
  guaranteed.”
● Google, Apple, Amazon, Microsoft,
  Facebook, China, Europe, and many
  others have all announced major AI
  initiatives.
● Surely no startup would want to enter
  this “kill zone”
Kill zone: where is it?

● Kill zone: “areas not worth operating
  or investing in, since defeat is
  guaranteed.”
● Google, Apple, Amazon, Microsoft,
  Facebook, China, Europe, and many
  others have all announced major AI
  initiatives.
● Surely no startup would want to enter
  this “kill zone”
● Or would they?

                                          Source: AIindex.org 2018
Entry: VC finance of US startups

  Source: Sand Hill Econometrics and VentureSource
Entry: VC finance of European startups

  Source: Sand Hill Econometrics and VentureSource
Lock-in
Switching costs and data portability

● Google Takeout: June 2011
   ○ Download your data to
      desktop, Gdrive,
      OneDrive, Dropbox
● Data Transfer Project 2018
   ○ Transfer your data
      between Google,
      Facebook, Microsoft
      Twitter… and others!
● Research
   ○ OpenImage (9.5M),
      YouTube Video (8M),
      and many others
Fixed costs
Fixed costs
1999: data centers centers, hardware, software, networking. Much of the
software was proprietary, internal to the data center operator, and needed
to be re-developed for everyone who used the datacenter. Example:
Map/Reduce, Hadoop, BigTable, BigQuery, etc.

2019: Tools are open sourced, standardized and available at data centers
built by Google, Amazon, Microsoft, IBM, etc. Everyone has access to
technology that only the richest companies could afford a decade ago.
Image recognition, communications, coordination, etc.

In fact, now anybody can offer a new search engine.
DuckDuckGo and Qwant
● DuckDuckGo uses 400 sources, and syndicates search results from Bing
  and Yahoo. It gets 45 million searches per month and has been
  profitable since 2014
● Qwant does essentially the same thing, with 50 million unique queries
  per month, and is now the official search engine for the French
  government.
● Tech entrants no longer have fixed costs on the supply side.
● Fixed costs: that’s so 1990s, grandpa!
● But there is still a cost in attracting users: “Marketing fixed costs,
  though frequently overlooked, are often the more important of the
  two.” (Spence 1976.)
● Have to have a differentiator which in this case is privacy focus.
How to start up a startup

      ●   Fund your project on Kickstarter    ●   Set up a Kaggle competition

      ●   Hire employees using LinkedIn       ●   Use Nolo for legal documents
                                                  (company, patents, NDAs)
      ●   Office space from WeWork            ●   Use QuickBooks for accounting.

      ●   Cloud cloud computing and           ●   Use AdWords, Bing, Facebook for
          network from Google, Amazon,            marketing
          Microsoft
      ●   Use open source software like       ●   Use Salesforce for customer
          Linux, Python, Tensorflow, etc          relations
      ●   Manage your software using          ●   Use ZenDesk for user support
          GitHub
      ●   Use Skype, Hangouts, Google Docs,   ●   Become a micro-multinational
          for team communication
Seven sins or seven virtues?

 ●   Concentration
 ●   Competition
 ●   Innovation
 ●   Acquisitions
 ●   Entry
 ●   Lock-in
 ●   Fixed costs
The End
Economic stats

● Most valuable stock
    ○   Amazon: currently less than 3% of the total value of all U.S. stocks
    ○   AT&T was 13% of total U.S. stock-market value back in 1932;
    ○   General Motors, 8% in 1928;
    ○   IBM, 7% in 1970.
● Revenue of top 4 companies
    ○   1969: GM, Ford, GE and IBM totaled 5.4% of US GDP and 2.0% of global GDP.
    ○   2019: Apple, Amazon, Google, and Facebook totals 2.9% of US GDP and 0.7 percent of GDP.
● Economic performance
    ○   “The tech/telecom/ecommerce sector has outperformed the rest of the non-health private sector
        across a wide range of important economic measures since the tech boom started in 2007”
● What does tech provide?
    ○   Hi wages, low prices, rapid innovation

                                                                                  Source: WSJ, PPI
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