Document (#43909)

Author
Holland, M.
Title
Sechs Jahre nach AlphaGo : Mensch besiegt erneut "zuverlässig" stärkste Go-KIs
Issue
[20.02.2023].
Source
https://www.heise.de/news/Sechs-Jahre-nach-AlphaGo-Mensch-besiegt-erneut-zuverlaessig-staerkste-Go-KIs-7520941.html?view=print
Year
2023
Abstract
Eigentlich galt es als klar, dass Menschen gegen Go-Programme den Kürzeren ziehen. Doch gegen eine neue Strategie sind die KI-Systeme - noch - chancenlos. Mehr als sechs Jahre nach dem publikumswirksamen Sieg von Googles-KI AlphaGo gegen den koreanischen Spitzenspieler Lee Sedol im Strategiespiel Go hat sich der Mensch die Krone gewissermaßen zurückerobert. Wie die Financial Times berichtet, ist es dem US-Amerikaner Kellin Pelrine gelungen, zwei besonders weit entwickelte KI-Systeme ohne direkte Hilfe eines Computers zu besiegen, obwohl er selbst lediglich auf gehobenem Amateurlevel spielt. Bereits im Januar habe er sich dafür eine Schwäche der KI zunutze gemacht, die wiederum von einer anderen KI entdeckt worden war. Die Strategie sei für Menschen "nicht superschwer zu lernen". Damit lassen sich KI-Systeme auf "übermenschlicher" Schwierigkeitsstufe zuverlässig schlagen, während auch Go-Neulinge dagegen bestehen.
Field
Informatik

Similar documents (author)

  1. Holland, M.: Diffusion of innovation theories and their relevance to understanding the role of librarians when introducing users to networked information (1997) 5.81
    5.81187 = sum of:
      5.81187 = weight(author_txt:holland in 651) [ClassicSimilarity], result of:
        5.81187 = fieldWeight in 651, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.298992 = idf(docFreq=10, maxDocs=44218)
          0.625 = fieldNorm(doc=651)
    
  2. Holland, M.P.: Modeling the engineering information professional (1998) 5.81
    5.81187 = sum of:
      5.81187 = weight(author_txt:holland in 2978) [ClassicSimilarity], result of:
        5.81187 = fieldWeight in 2978, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.298992 = idf(docFreq=10, maxDocs=44218)
          0.625 = fieldNorm(doc=2978)
    
  3. Holland, G.A.: Associating social constructionism and extended cognition in information studies (2006) 5.81
    5.81187 = sum of:
      5.81187 = weight(author_txt:holland in 5589) [ClassicSimilarity], result of:
        5.81187 = fieldWeight in 5589, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.298992 = idf(docFreq=10, maxDocs=44218)
          0.625 = fieldNorm(doc=5589)
    
  4. Holland, G.A.: Information science : an interdisciplinary effort? (2008) 5.81
    5.81187 = sum of:
      5.81187 = weight(author_txt:holland in 2679) [ClassicSimilarity], result of:
        5.81187 = fieldWeight in 2679, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.298992 = idf(docFreq=10, maxDocs=44218)
          0.625 = fieldNorm(doc=2679)
    
  5. Holland, M.: "Nature": Open-Access-Aktivistin und "Studienpiratin" in Top 10 der Wissenschaft (2016) 5.81
    5.81187 = sum of:
      5.81187 = weight(author_txt:holland in 3310) [ClassicSimilarity], result of:
        5.81187 = fieldWeight in 3310, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.298992 = idf(docFreq=10, maxDocs=44218)
          0.625 = fieldNorm(doc=3310)
    

Similar documents (content)

  1. Winograd, T.; Flores, F.: Erkenntnis, Maschinen, Verstehen : zur Neugestaltung von Computersystemen (1992) 0.17
    0.17185892 = sum of:
      0.17185892 = product of:
        0.5370591 = sum of:
          0.06500613 = weight(abstract_txt:gelungen in 1524) [ClassicSimilarity], result of:
            0.06500613 = score(doc=1524,freq=1.0), product of:
              0.14934678 = queryWeight, product of:
                1.0623345 = boost
                7.9592175 = idf(docFreq=41, maxDocs=44218)
                0.017662989 = queryNorm
              0.4352697 = fieldWeight in 1524, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.9592175 = idf(docFreq=41, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
          0.07109598 = weight(abstract_txt:entdeckt in 1524) [ClassicSimilarity], result of:
            0.07109598 = score(doc=1524,freq=1.0), product of:
              0.15853423 = queryWeight, product of:
                1.094523 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.017662989 = queryNorm
              0.44845825 = fieldWeight in 1524, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
          0.036768097 = weight(abstract_txt:nach in 1524) [ClassicSimilarity], result of:
            0.036768097 = score(doc=1524,freq=3.0), product of:
              0.08922982 = queryWeight, product of:
                1.1612705 = boost
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.017662989 = queryNorm
              0.41206062 = fieldWeight in 1524, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
          0.024650304 = weight(abstract_txt:sich in 1524) [ClassicSimilarity], result of:
            0.024650304 = score(doc=1524,freq=2.0), product of:
              0.08956499 = queryWeight, product of:
                1.4249287 = boost
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.017662989 = queryNorm
              0.27522254 = fieldWeight in 1524, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
          0.047889106 = weight(abstract_txt:jahre in 1524) [ClassicSimilarity], result of:
            0.047889106 = score(doc=1524,freq=1.0), product of:
              0.15348318 = queryWeight, product of:
                1.5230311 = boost
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.017662989 = queryNorm
              0.31201532 = fieldWeight in 1524, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
          0.10163585 = weight(abstract_txt:mensch in 1524) [ClassicSimilarity], result of:
            0.10163585 = score(doc=1524,freq=2.0), product of:
              0.20118284 = queryWeight, product of:
                1.7437084 = boost
                6.532101 = idf(docFreq=174, maxDocs=44218)
                0.017662989 = queryNorm
              0.50519145 = fieldWeight in 1524, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.532101 = idf(docFreq=174, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
          0.07803141 = weight(abstract_txt:systeme in 1524) [ClassicSimilarity], result of:
            0.07803141 = score(doc=1524,freq=1.0), product of:
              0.24328373 = queryWeight, product of:
                2.3484457 = boost
                5.8650045 = idf(docFreq=340, maxDocs=44218)
                0.017662989 = queryNorm
              0.32074243 = fieldWeight in 1524, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.8650045 = idf(docFreq=340, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
          0.111982234 = weight(abstract_txt:gegen in 1524) [ClassicSimilarity], result of:
            0.111982234 = score(doc=1524,freq=1.0), product of:
              0.3095277 = queryWeight, product of:
                2.64895 = boost
                6.615483 = idf(docFreq=160, maxDocs=44218)
                0.017662989 = queryNorm
              0.36178422 = fieldWeight in 1524, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.615483 = idf(docFreq=160, maxDocs=44218)
                0.0546875 = fieldNorm(doc=1524)
        0.32 = coord(8/25)
    
  2. Franke, F.; Schuller-Zwierlein, A.: Recherche-Hilfe erwünscht, gerne auch online : Ergebnisse einer aktuellen Studierendenbefragung durch Hochschulbibliotheken in Bayern (2007) 0.11
    0.10638747 = sum of:
      0.10638747 = product of:
        0.53193736 = sum of:
          0.03639098 = weight(abstract_txt:nach in 681) [ClassicSimilarity], result of:
            0.03639098 = score(doc=681,freq=1.0), product of:
              0.08922982 = queryWeight, product of:
                1.1612705 = boost
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.017662989 = queryNorm
              0.40783426 = fieldWeight in 681, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.09375 = fieldNorm(doc=681)
          0.02988068 = weight(abstract_txt:sich in 681) [ClassicSimilarity], result of:
            0.02988068 = score(doc=681,freq=1.0), product of:
              0.08956499 = queryWeight, product of:
                1.4249287 = boost
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.017662989 = queryNorm
              0.3336201 = fieldWeight in 681, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.09375 = fieldNorm(doc=681)
          0.0820956 = weight(abstract_txt:jahre in 681) [ClassicSimilarity], result of:
            0.0820956 = score(doc=681,freq=1.0), product of:
              0.15348318 = queryWeight, product of:
                1.5230311 = boost
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.017662989 = queryNorm
              0.5348834 = fieldWeight in 681, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.09375 = fieldNorm(doc=681)
          0.18933265 = weight(abstract_txt:sechs in 681) [ClassicSimilarity], result of:
            0.18933265 = score(doc=681,freq=1.0), product of:
              0.26791552 = queryWeight, product of:
                2.0122285 = boost
                7.538004 = idf(docFreq=63, maxDocs=44218)
                0.017662989 = queryNorm
              0.70668787 = fieldWeight in 681, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.538004 = idf(docFreq=63, maxDocs=44218)
                0.09375 = fieldNorm(doc=681)
          0.19423749 = weight(abstract_txt:strategie in 681) [ClassicSimilarity], result of:
            0.19423749 = score(doc=681,freq=1.0), product of:
              0.27252284 = queryWeight, product of:
                2.0294569 = boost
                7.602543 = idf(docFreq=59, maxDocs=44218)
                0.017662989 = queryNorm
              0.7127384 = fieldWeight in 681, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.602543 = idf(docFreq=59, maxDocs=44218)
                0.09375 = fieldNorm(doc=681)
        0.2 = coord(5/25)
    
  3. Picht, G.: ¬Das richtige Maß finden : Der Weg des Menschen ins 21. Jahrhundert (2001) 0.10
    0.10195066 = sum of:
      0.10195066 = product of:
        0.42479444 = sum of:
          0.024260653 = weight(abstract_txt:nach in 3003) [ClassicSimilarity], result of:
            0.024260653 = score(doc=3003,freq=1.0), product of:
              0.08922982 = queryWeight, product of:
                1.1612705 = boost
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.017662989 = queryNorm
              0.2718895 = fieldWeight in 3003, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.0625 = fieldNorm(doc=3003)
          0.028171776 = weight(abstract_txt:sich in 3003) [ClassicSimilarity], result of:
            0.028171776 = score(doc=3003,freq=2.0), product of:
              0.08956499 = queryWeight, product of:
                1.4249287 = boost
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.017662989 = queryNorm
              0.31454006 = fieldWeight in 3003, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.0625 = fieldNorm(doc=3003)
          0.07349665 = weight(abstract_txt:menschen in 3003) [ClassicSimilarity], result of:
            0.07349665 = score(doc=3003,freq=2.0), product of:
              0.148278 = queryWeight, product of:
                1.4969826 = boost
                5.6078424 = idf(docFreq=440, maxDocs=44218)
                0.017662989 = queryNorm
              0.4956679 = fieldWeight in 3003, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.6078424 = idf(docFreq=440, maxDocs=44218)
                0.0625 = fieldNorm(doc=3003)
          0.054730404 = weight(abstract_txt:jahre in 3003) [ClassicSimilarity], result of:
            0.054730404 = score(doc=3003,freq=1.0), product of:
              0.15348318 = queryWeight, product of:
                1.5230311 = boost
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.017662989 = queryNorm
              0.35658893 = fieldWeight in 3003, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.0625 = fieldNorm(doc=3003)
          0.11615526 = weight(abstract_txt:mensch in 3003) [ClassicSimilarity], result of:
            0.11615526 = score(doc=3003,freq=2.0), product of:
              0.20118284 = queryWeight, product of:
                1.7437084 = boost
                6.532101 = idf(docFreq=174, maxDocs=44218)
                0.017662989 = queryNorm
              0.57736164 = fieldWeight in 3003, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.532101 = idf(docFreq=174, maxDocs=44218)
                0.0625 = fieldNorm(doc=3003)
          0.1279797 = weight(abstract_txt:gegen in 3003) [ClassicSimilarity], result of:
            0.1279797 = score(doc=3003,freq=1.0), product of:
              0.3095277 = queryWeight, product of:
                2.64895 = boost
                6.615483 = idf(docFreq=160, maxDocs=44218)
                0.017662989 = queryNorm
              0.41346768 = fieldWeight in 3003, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.615483 = idf(docFreq=160, maxDocs=44218)
                0.0625 = fieldNorm(doc=3003)
        0.24 = coord(6/25)
    
  4. Weber-Wulff, D.; Köhler, K.: Plagiatserkennungssoftware 2010 (2011) 0.10
    0.09710054 = sum of:
      0.09710054 = product of:
        0.6068784 = sum of:
          0.042456143 = weight(abstract_txt:nach in 4501) [ClassicSimilarity], result of:
            0.042456143 = score(doc=4501,freq=1.0), product of:
              0.08922982 = queryWeight, product of:
                1.1612705 = boost
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.017662989 = queryNorm
              0.47580665 = fieldWeight in 4501, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.109375 = fieldNorm(doc=4501)
          0.049300607 = weight(abstract_txt:sich in 4501) [ClassicSimilarity], result of:
            0.049300607 = score(doc=4501,freq=2.0), product of:
              0.08956499 = queryWeight, product of:
                1.4249287 = boost
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.017662989 = queryNorm
              0.5504451 = fieldWeight in 4501, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.109375 = fieldNorm(doc=4501)
          0.29441547 = weight(abstract_txt:zuverlässig in 4501) [ClassicSimilarity], result of:
            0.29441547 = score(doc=4501,freq=1.0), product of:
              0.3244816 = queryWeight, product of:
                2.2144885 = boost
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.017662989 = queryNorm
              0.90734106 = fieldWeight in 4501, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.109375 = fieldNorm(doc=4501)
          0.22070616 = weight(abstract_txt:systeme in 4501) [ClassicSimilarity], result of:
            0.22070616 = score(doc=4501,freq=2.0), product of:
              0.24328373 = queryWeight, product of:
                2.3484457 = boost
                5.8650045 = idf(docFreq=340, maxDocs=44218)
                0.017662989 = queryNorm
              0.9071966 = fieldWeight in 4501, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.8650045 = idf(docFreq=340, maxDocs=44218)
                0.109375 = fieldNorm(doc=4501)
        0.16 = coord(4/25)
    
  5. Marcus, G.F.: Murks : der planlose Bau des menschlichen Gehirns (2009) 0.10
    0.095129184 = sum of:
      0.095129184 = product of:
        0.4756459 = sum of:
          0.030325815 = weight(abstract_txt:nach in 1662) [ClassicSimilarity], result of:
            0.030325815 = score(doc=1662,freq=1.0), product of:
              0.08922982 = queryWeight, product of:
                1.1612705 = boost
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.017662989 = queryNorm
              0.33986187 = fieldWeight in 1662, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.350232 = idf(docFreq=1550, maxDocs=44218)
                0.078125 = fieldNorm(doc=1662)
          0.024900567 = weight(abstract_txt:sich in 1662) [ClassicSimilarity], result of:
            0.024900567 = score(doc=1662,freq=1.0), product of:
              0.08956499 = queryWeight, product of:
                1.4249287 = boost
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.017662989 = queryNorm
              0.27801675 = fieldWeight in 1662, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.5586145 = idf(docFreq=3422, maxDocs=44218)
                0.078125 = fieldNorm(doc=1662)
          0.10266771 = weight(abstract_txt:mensch in 1662) [ClassicSimilarity], result of:
            0.10266771 = score(doc=1662,freq=1.0), product of:
              0.20118284 = queryWeight, product of:
                1.7437084 = boost
                6.532101 = idf(docFreq=174, maxDocs=44218)
                0.017662989 = queryNorm
              0.5103204 = fieldWeight in 1662, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.532101 = idf(docFreq=174, maxDocs=44218)
                0.078125 = fieldNorm(doc=1662)
          0.15777719 = weight(abstract_txt:sechs in 1662) [ClassicSimilarity], result of:
            0.15777719 = score(doc=1662,freq=1.0), product of:
              0.26791552 = queryWeight, product of:
                2.0122285 = boost
                7.538004 = idf(docFreq=63, maxDocs=44218)
                0.017662989 = queryNorm
              0.5889065 = fieldWeight in 1662, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.538004 = idf(docFreq=63, maxDocs=44218)
                0.078125 = fieldNorm(doc=1662)
          0.15997463 = weight(abstract_txt:gegen in 1662) [ClassicSimilarity], result of:
            0.15997463 = score(doc=1662,freq=1.0), product of:
              0.3095277 = queryWeight, product of:
                2.64895 = boost
                6.615483 = idf(docFreq=160, maxDocs=44218)
                0.017662989 = queryNorm
              0.5168346 = fieldWeight in 1662, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.615483 = idf(docFreq=160, maxDocs=44218)
                0.078125 = fieldNorm(doc=1662)
        0.2 = coord(5/25)