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Go Legend Chapter 140
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Go Legend Chapter 140

   Chapter 140 Buddha is also angry

  The "first dog trick" that came out of the "generation dog", why is "vulgar thorn" not the key, and the next step is the essence? To understand this problem, Li Xiangping believes that it is best to connect it with the original human tactics, and use the "dog strokes" to compare with human stereotypes, and then maybe we can see it more clearly.

   The one that appears on the chessboard today is called "Xiaomu Tuo Retreat", which is one of the most basic patterns in Go. It is a very common, very simple, but also very old and very classic pattern.

It is said that this formula is very old, because the Japanese gave up the seat to play "Xiaomu Go", this formula has already appeared, and said that this formula is very simple, because the number of moves is small and the chess structure is simple, which does not include No matter how complicated the calculation is, there is no "flying knife".

In addition to these characteristics, there are few variations of this formula. From the day it was born to the present, it has remained almost the same. This was the case for Dao Ce and Xiu Ce a few hundred years ago, and after the 21st century, everyone Still like this. It is precisely because this is such a classic formula that Li Xiangping may be able to better understand the difference between human thinking and Go AI thinking by analyzing the difference between it and "dog move".

Anyone who understands Go knows that when the Go AI moves the "vulgar thorn", the human action is not like this. At this time, the normal progress of the "Xiaomutuo retreat" is to "remove the edge" in the next step, and wait until After Black has played this "edge removal", the entire local formula is completed.

As for the reason for this step of "removing the edge", it is of course well understood according to the original human Go theory. The three pieces of black that were originally made into the "tiger's mouth" have not been completely stabilized at this time. Three, three and four", so at this time, it is necessary to "remove the edge" in the next step. This move not only makes the black piece more stable, but also has a certain number of points.

Incidentally, it is none other than Li Xiangping's external chess master Shi Daqi who summed up the classic Go proverb of "standing two, splitting three and splitting four". No one has ever objected, so naturally, no one has ever objected to this step of "removing the edge" of the "Xiaomu Tuo Retreat", and everyone thinks that this is the most normal way to proceed.

   And all this, until the "Alpha Dog" turned out, the situation changed!

   So is the "dog move" overturning the Go proverb summed up by humans? From a strict point of view, this cannot be said. Even Li Xiangping, who has seen the power of Go AI, does not dare to draw this conclusion lightly.

However, as far as this "small eye support retreat" is concerned, if the "vulgar thorn" of the Alpha dog is compared with the "edge removal" of human beings, then Li Xiangping still can't do it. If you don't admit it, maybe it's really a dog move that seems more reasonable. This move is in line with a higher level of chess theory.

To put it another way, even until now, Li Xiangping doesn't think that the move of "edge removal" made by humans is a bad move, but compared to the dog move, this move seems too ordinary, and it is the so-called mediocre move. of it.

  This is a bit like nitpicking. Now let's compare these two moves with the harshest eyes and see how mediocre this “edge removal” move is.

The first point: Humans make this move to "remove the edge", then after the completion of this formula, black will lose a second move, and Alphago's "vulgar stab" move and then take the first move, black will earn a first move locally. .

The gap between the first and the second moves in Go is definitely not necessary for chess players who understand chess. Even many people who don't understand chess should know that the "first move" in Go is better than the "second move", so this is the first difference. Needless to say, the dog who can earn the first move gets one point first.

  The second point: The step of "removing the edge" under the human formula is actually not very valuable at this time.

Everyone should know that when this "small eye support retreat" appeared on the chessboard, it was not long after the overall situation began. There were only more than 10 moves in total, and the chessboard was still very empty. Big field", but by no means the biggest "big field" on the chessboard.

For example, in the chess game between AlphaGo and Li Shishi, as well as in the actual game of today's chess game, after black chess has taken the lead, he immediately goes to grab another "big game" on the chessboard, that is, let black chess form a "Chinese flow" on the other side. " formation.

   There is no doubt that only from the perspective of the "big field", the value of the move that constitutes the "Chinese flow" formation is obviously greater than this move of "edge removal". Therefore, this second round should also be a dog move to score.

   The third difference between the two methods, Li Xiangping believes that this is actually the most important difference:

Everyone knows that there is a saying in Go that "urgency" is greater than "big field", and the so-called "urgent" is actually a point of contention between the two sides. , such chess can be called "urgent". Another example is that a certain move is related to the life and death of yourself or the opponent. If you don't make this move, then your own block is likely to die, or if you don't make this move, you can kill the opponent's piece, but you can't. , then this kind of chess is called "urgency."

  Then the question now comes, can the move of "edge removal" in the human formula be called "emergency"?

  The answer is obvious, of course, this move is not a 'emergency'. Therefore, the direction of this step of "removing the edge" is the saline-alkali land area commonly known in Go, and playing chess in the direction of the saline-alkali land is of course valuable, but it certainly does not involve the mutual elimination of the two sides' battles. Therefore, from this perspective, Of course, this move can hardly be called "emergency".

  Second angle: If Black does not make this move to "remove the edge", will the large piece of Black die? Take a step back and say that even if you don't die, will you be miserable by White?

  Yes, Li Xiangping thinks this is the crux of the problem!

This is because the original intention of human beings to 'remove the edge' is to take this move as an 'emergency', thinking that if they don't make a move here, black may be severely attacked, so it is necessary to reinforce one move. It is precisely because this move not only strengthens itself, but also has a certain practical value, so for thousands of years, very few people have raised objections to it.

  It's a pity that AlphaGo thinks this move is not "urgent"!

   And after seeing that dog move, after careful research and a lot of actual combat verification, humans must also admit that the step of "removing the edge" is indeed not a rush.

The reason is very simple. Black's original "tiger mouth" chess form is actually very flexible, especially after adding the "vulgar thorn" move, the eye position is actually very rich. From a safety point of view, the effect may be better than The human's move of "breaking the edge" is almost, but it is absolutely impossible for White to attack the ground badly, and it is even less likely that there is a danger of life and death.

   And this is actually the real connotation of the "first dog move" in this step!

For this dog move, first use a 'vulgar move' to reinforce oneself. Although this move may not be as safe as the human's move of "edge removal", considering the first two advantages of this move, then In a comprehensive comparison, it is of course embarrassing to think that this step is more reasonable, and the human step of "removing the edge" is set off as a mediocre work.

   Is the connotation of this "dog move" very deep? Li Xiangping believes that it is not really advanced, because such a move is only played by the "generation of dogs" after all, and everyone knows that the generation of dogs that use the "deep learning" algorithm is still learning how to play by humans, so Its Go thinking is actually more or less human.

  For example, I have analyzed so much just now. In fact, in a word, this "first dog move" of AlphaGo is commonly known as "getting the first move".

   The biggest feature of this kind of play is actually to give up part of the security within the range that can be accepted by oneself, and then emphasize the rapid development of chess and quickly seize other big games.

There are also practitioners of    in human chess players, and the most typical example is of course Mr. Wu Qingyuan.

Li Xiangping remembers that in real history, when McClemon 9 dan was explaining the game between Li Shishi and AlphaGo to European and American people, he emphasized it many times; he clearly saw Mr. Wu's shadow in AlphaGo's chess game. , such as the "five-way sharp rush" that shocked everyone's attention later, this move is very much like Mr. Wu's chess.

Li Xiangping believes that it is not only that move, but the seemingly unbearable "thorn" of this move is actually in the same vein as Mr. Wu's Go thinking, but from a formal point of view, this move is only "similar", while It's not like that step 'five road sharp rush' gods are all just.

Of course, Li Xiangping thinks now that Mr. Wu is like AlphaGo, or that AlphaGo learns from Mr. Wu, these are meaningless. When Go AI starts to learn from human chess manuals, it has already left humans behind. very far.

   It is also for this reason that when Ke Jie Ke Shaoxia watched Li Shishi VS AlphaGo, he threw the sentence "The dog can beat Li Shishi, but it can't beat me".

   It was only at the time. Li Xiangping did not think that Ke Shaoxia's words were arrogant. After all, a generation of dogs still bears a deep imprint of human Go. If the dog hadn't evolved, Li Xiangping thought it was not impossible for humans to win it.

Back to today's game, when Li Xiangping made this "first dog move", Li Canghao began to slow down his speed. By the middle of 11:30 in the morning, there were more than 30 moves overall. During this one and a half hour competition, Li Canghao took half as much time as Li Xiangping.

   Of course, the chess players who watch the game in the spectator room don't care about the time of the game, they only watch the progress of the game.

   At this time, whether it was a professional chess player watching the game or an ordinary melon eater watching the game online, everyone expressed their emotions:

"Tsk tsk, it seems that Shifo will also be angry, and it is understandable to think about it. In the face of Li Xiangping's bullying tactics, he is a common hand and a first-timer, so it may not work if he is not held accountable. , Now, Li Canghao should think about attacking a large piece of black chess."

   In the game room, Li Xiangping, who was fully involved in the chess game, of course also guessed what his opponent was thinking. He knew that Da Li must be thinking of an attack route now.

  Li Xiangping laughed silently!

  Although there are only more than 30 moves at present, Li Xiangping knows in his heart that the game strategy he and Lao Shi jointly designed today should be considered a success.

   Leaving aside the fact that the attack itself is not what Li Canghao said he is good at. For this chess shape alone, it is not so good at attacking.

   "Alas, the inertia and misunderstanding of human thinking"

  Li Xiangping pretended to be so sighed.

   At this time, Li Xiangping even saw victory beckoning to him.

   So what can this game of chess be like? The chess game continues step by step.

   Come up with a chapter before the New Year's Eve dinner. I wish all book friends a happy New Year's Eve and family reunion!

   In addition: In principle, it will be updated continuously during the Chinese New Year, but everyone knows that during the Chinese New Year, whether it can be updated stably, Uncle Seven cannot guarantee it now. Please understand this, and at the same time in the new year, please continue to support Uncle Seven, thank you!

   (end of this chapter)

Chapter end

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Chapter 940
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Chapter 924
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Chapter 919
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Chapter 917
Chapter 916
Chapter 915
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Chapter 907
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Chapter 890
Chapter 889
Chapter 888
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Chapter 885
Chapter 884
Chapter 883
Chapter 882
Chapter 881
Chapter 880
Chapter 879
Chapter 878
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Chapter 876
Chapter 875
Chapter 874
Chapter 873
Chapter 872
Chapter 871
Chapter 870
Chapter 869
Chapter 868
Chapter 867
Chapter 866
Chapter 865
Chapter 864
Chapter 863
Chapter 862
Chapter 861
Chapter 860
Chapter 859
Chapter 858
Chapter 857
Chapter 856
Chapter 855
Chapter 854
Chapter 853
Chapter 852
Chapter 851
Chapter 850
Chapter 849
Chapter 848
Chapter 847
Chapter 846
Chapter 845
Chapter 844
Chapter 843
Chapter 842
Chapter 841
Chapter 840
Chapter 839
Chapter 838
Chapter 837
Chapter 836
Chapter 835
Chapter 834
Chapter 833
Chapter 832
Chapter 831
Chapter 830
Chapter 829
Chapter 828
Chapter 827
Chapter 826
Chapter 825
Chapter 824
Chapter 823
Chapter 822
Chapter 821
Chapter 820
Chapter 819
Chapter 818
Chapter 817
Chapter 816
Chapter 815
Chapter 814
Chapter 813
Chapter 812
Chapter 811
Chapter 810
Chapter 809
Chapter 808
Chapter 807
Chapter 806
Chapter 805
Chapter 804
Chapter 803
Chapter 802
Chapter 801
Chapter 800
Chapter 799
Chapter 798
Chapter 797
Chapter 796
Chapter 795
Chapter 794
Chapter 793
Chapter 792
Chapter 791
Chapter 790
Chapter 789
Chapter 788
Chapter 787
Chapter 786
Chapter 785
Chapter 784
Chapter 783
Chapter 782
Chapter 781
Chapter 780
Chapter 779
Chapter 778
Chapter 777
Chapter 776
Chapter 775
Chapter 774
Chapter 773
Chapter 772
Chapter 771
Chapter 770
Chapter 769
Chapter 768
Chapter 767
Chapter 766
Chapter 765
Chapter 764
Chapter 763
Chapter 762
Chapter 761
Chapter 760
Chapter 759
Chapter 758
Chapter 757
Chapter 756
Chapter 755
Chapter 754
Chapter 753
Chapter 752
Chapter 751
Chapter 750
Chapter 749
Chapter 748
Chapter 747
Chapter 746
Chapter 745
Chapter 744
Chapter 743
Chapter 742
Chapter 741
Chapter 740
Chapter 739
Chapter 738
Chapter 737
Chapter 736
Chapter 735
Chapter 734
Chapter 733
Chapter 732
Chapter 731
Chapter 730
Chapter 729
Chapter 728
Chapter 727
Chapter 726
Chapter 725
Chapter 724
Chapter 723
Chapter 722
Chapter 721
Chapter 720
Chapter 719
Chapter 718
Chapter 717
Chapter 716
Chapter 715
Chapter 714
Chapter 713
Chapter 712
Chapter 711
Chapter 710
Chapter 709
Chapter 708
Chapter 707
Chapter 706
Chapter 705
Chapter 704
Chapter 703
Chapter 702
Chapter 701
Chapter 700
Chapter 699
Chapter 698
Chapter 697
Chapter 696
Chapter 695
Chapter 694
Chapter 693
Chapter 692
Chapter 691
Chapter 690
Chapter 689
Chapter 688
Chapter 687
Chapter 686
Chapter 685
Chapter 684
Chapter 683
Chapter 682
Chapter 681
Chapter 680
Chapter 679
Chapter 678
Chapter 677
Chapter 676
Chapter 675
Chapter 674
Chapter 673
Chapter 672
Chapter 671
Chapter 670
Chapter 669
Chapter 668
Chapter 667
Chapter 666
Chapter 665
Chapter 664
Chapter 663
Chapter 662
Chapter 661
Chapter 660
Chapter 659
Chapter 658
Chapter 657
Chapter 656
Chapter 655
Chapter 654
Chapter 653
Chapter 652
Chapter 651
Chapter 650
Chapter 649
Chapter 648
Chapter 647
Chapter 646
Chapter 645
Chapter 644
Chapter 643
Chapter 642
Chapter 641
Chapter 640
Chapter 639
Chapter 638
Chapter 637
Chapter 636
Chapter 635
Chapter 634
Chapter 633
Chapter 632
Chapter 631
Chapter 630
Chapter 629
Chapter 628
Chapter 627
Chapter 626
Chapter 625
Chapter 624
Chapter 623
Chapter 622
Chapter 621
Chapter 620
Chapter 619
Chapter 618
Chapter 617
Chapter 616
Chapter 615
Chapter 614
Chapter 613
Chapter 612
Chapter 611
Chapter 610
Chapter 609
Chapter 608
Chapter 607
Chapter 606
Chapter 605
Chapter 604
Chapter 603
Chapter 602
Chapter 601
Chapter 600
Chapter 599
Chapter 598
Chapter 597
Chapter 596
Chapter 595
Chapter 594
Chapter 593
Chapter 592
Chapter 591
Chapter 590
Chapter 589
Chapter 588
Chapter 587
Chapter 586
Chapter 585
Chapter 584
Chapter 583
Chapter 582
Chapter 581
Chapter 580
Chapter 579
Chapter 578
Chapter 577
Chapter 576
Chapter 575
Chapter 574
Chapter 573
Chapter 572
Chapter 571
Chapter 570
Chapter 569
Chapter 568
Chapter 567
Chapter 566
Chapter 565
Chapter 564
Chapter 563
Chapter 562
Chapter 561
Chapter 560
Chapter 559
Chapter 558
Chapter 557
Chapter 556
Chapter 555
Chapter 554
Chapter 553
Chapter 552
Chapter 551
Chapter 550
Chapter 549
Chapter 548
Chapter 547
Chapter 546
Chapter 545
Chapter 544
Chapter 543
Chapter 542
Chapter 541
Chapter 540
Chapter 539
Chapter 538
Chapter 537
Chapter 536
Chapter 535
Chapter 534
Chapter 533
Chapter 532
Chapter 531
Chapter 530
Chapter 529
Chapter 528
Chapter 527
Chapter 526
Chapter 525
Chapter 524
Chapter 523
Chapter 522
Chapter 521
Chapter 520
Chapter 519
Chapter 518
Chapter 517
Chapter 516
Chapter 515
Chapter 514
Chapter 513
Chapter 512
Chapter 511
Chapter 510
Chapter 509
Chapter 508
Chapter 507
Chapter 506
Chapter 505
Chapter 504
Chapter 503
Chapter 502
Chapter 501
Chapter 500
Chapter 499
Chapter 498
Chapter 497
Chapter 496
Chapter 495
Chapter 494
Chapter 493
Chapter 492
Chapter 491
Chapter 490
Chapter 489
Chapter 488
Chapter 487
Chapter 486
Chapter 485
Chapter 484
Chapter 483
Chapter 482
Chapter 481
Chapter 480
Chapter 479
Chapter 478
Chapter 477
Chapter 476
Chapter 475
Chapter 474
Chapter 473
Chapter 472
Chapter 471
Chapter 470
Chapter 469
Chapter 468
Chapter 467
Chapter 466
Chapter 465
Chapter 464
Chapter 463
Chapter 462
Chapter 461
Chapter 460
Chapter 459
Chapter 458
Chapter 457
Chapter 456
Chapter 455
Chapter 454
Chapter 453
Chapter 452
Chapter 451
Chapter 450
Chapter 449
Chapter 448
Chapter 447
Chapter 446
Chapter 445
Chapter 444
Chapter 443
Chapter 442
Chapter 441
Chapter 440
Chapter 439
Chapter 438
Chapter 437
Chapter 436
Chapter 435
Chapter 434
Chapter 433
Chapter 432
Chapter 431
Chapter 430
Chapter 429
Chapter 428
Chapter 427
Chapter 426
Chapter 425
Chapter 424
Chapter 423
Chapter 422
Chapter 421
Chapter 420
Chapter 419
Chapter 418
Chapter 417
Chapter 416
Chapter 415
Chapter 414
Chapter 413
Chapter 412
Chapter 411
Chapter 410
Chapter 409
Chapter 408
Chapter 407
Chapter 406
Chapter 405
Chapter 404
Chapter 403
Chapter 402
Chapter 401
Chapter 400
Chapter 399
Chapter 398
Chapter 397
Chapter 396
Chapter 395
Chapter 394
Chapter 393
Chapter 392
Chapter 391
Chapter 390
Chapter 389
Chapter 388
Chapter 387
Chapter 386
Chapter 385
Chapter 384
Chapter 383
Chapter 382
Chapter 381
Chapter 380
Chapter 379
Chapter 378
Chapter 377
Chapter 376
Chapter 375
Chapter 374
Chapter 373
Chapter 372
Chapter 371
Chapter 370
Chapter 369
Chapter 368
Chapter 367
Chapter 366
Chapter 365
Chapter 364
Chapter 363
Chapter 362
Chapter 361
Chapter 360
Chapter 359
Chapter 358
Chapter 357
Chapter 356
Chapter 355
Chapter 354
Chapter 353
Chapter 352
Chapter 351
Chapter 350
Chapter 349
Chapter 348
Chapter 347
Chapter 346
Chapter 345
Chapter 344
Chapter 343
Chapter 342
Chapter 341
Chapter 340
Chapter 339
Chapter 338
Chapter 337
Chapter 336
Chapter 335
Chapter 334
Chapter 333
Chapter 332
Chapter 331
Chapter 330
Chapter 329
Chapter 328
Chapter 327
Chapter 326
Chapter 325
Chapter 324
Chapter 323
Chapter 322
Chapter 321
Chapter 320
Chapter 319
Chapter 318
Chapter 317
Chapter 316
Chapter 315
Chapter 314
Chapter 313
Chapter 312
Chapter 311
Chapter 310
Chapter 309
Chapter 308
Chapter 307
Chapter 306
Chapter 305
Chapter 304
Chapter 303
Chapter 302
Chapter 301
Chapter 300
Chapter 299
Chapter 298
Chapter 297
Chapter 296
Chapter 295
Chapter 294
Chapter 293
Chapter 292
Chapter 291
Chapter 290
Chapter 289
Chapter 288
Chapter 287
Chapter 286
Chapter 285
Chapter 284
Chapter 283
Chapter 282
Chapter 281
Chapter 280
Chapter 279
Chapter 278
Chapter 277
Chapter 276
Chapter 275
Chapter 274
Chapter 273
Chapter 272
Chapter 271
Chapter 270
Chapter 269
Chapter 268
Chapter 267
Chapter 266
Chapter 265
Chapter 264
Chapter 263
Chapter 262
Chapter 261
Chapter 260
Chapter 259
Chapter 258
Chapter 257
Chapter 256
Chapter 255
Chapter 254
Chapter 253
Chapter 252
Chapter 251
Chapter 250
Chapter 249
Chapter 248
Chapter 247
Chapter 246
Chapter 245
Chapter 244
Chapter 243
Chapter 242
Chapter 241
Chapter 240
Chapter 239
Chapter 238
Chapter 237
Chapter 236
Chapter 235
Chapter 234
Chapter 233
Chapter 232
Chapter 231
Chapter 230
Chapter 229
Chapter 228
Chapter 227
Chapter 226
Chapter 225
Chapter 224
Chapter 223
Chapter 222
Chapter 221
Chapter 220
Chapter 219
Chapter 218
Chapter 217
Chapter 216
Chapter 215
Chapter 214
Chapter 213
Chapter 212
Chapter 211
Chapter 210
Chapter 209
Chapter 208
Chapter 207
Chapter 206
Chapter 205
Chapter 204
Chapter 203
Chapter 202
Chapter 201
Chapter 200
Chapter 199
Chapter 198
Chapter 197
Chapter 196
Chapter 195
Chapter 194
Chapter 193
Chapter 192
Chapter 191
Chapter 190
Chapter 189
Chapter 188
Chapter 187
Chapter 186
Chapter 185
Chapter 184
Chapter 183
Chapter 182
Chapter 181
Chapter 180
Chapter 179
Chapter 178
Chapter 177
Chapter 176
Chapter 175
Chapter 174
Chapter 173
Chapter 172
Chapter 171
Chapter 170
Chapter 169
Chapter 168
Chapter 167
Chapter 166
Chapter 165
Chapter 164
Chapter 163
Chapter 162
Chapter 161
Chapter 160
Chapter 159
Chapter 158
Chapter 157
Chapter 156
Chapter 155
Chapter 154
Chapter 153
Chapter 152
Chapter 151
Chapter 150
Chapter 149
Chapter 148
Chapter 147
Chapter 146
Chapter 145
Chapter 144
Chapter 143
Chapter 142
Chapter 141
Chapter 140
Chapter 139
Chapter 138
Chapter 137
Chapter 136
Chapter 135
Chapter 134
Chapter 133
Chapter 132
Chapter 131
Chapter 130
Chapter 129
Chapter 128
Chapter 127
Chapter 126
Chapter 125
Chapter 124
Chapter 123
Chapter 122
Chapter 121
Chapter 120
Chapter 119
Chapter 118
Chapter 117
Chapter 116
Chapter 115
Chapter 114
Chapter 113
Chapter 112
Chapter 111
Chapter 110
Chapter 109
Chapter 108
Chapter 107
Chapter 106
Chapter 105
Chapter 104
Chapter 103
Chapter 102
Chapter 101
Chapter 100
Chapter 99
Chapter 98
Chapter 97
Chapter 96
Chapter 95
Chapter 94
Chapter 93
Chapter 92
Chapter 91
Chapter 90
Chapter 89
Chapter 88
Chapter 87
Chapter 86
Chapter 85
Chapter 84
Chapter 83
Chapter 82
Chapter 81
Chapter 80
Chapter 79
Chapter 78
Chapter 77
Chapter 76
Chapter 75
Chapter 74
Chapter 73
Chapter 72
Chapter 71
Chapter 70
Chapter 69
Chapter 68
Chapter 67
Chapter 66
Chapter 65
Chapter 64
Chapter 63
Chapter 62
Chapter 61
Chapter 60
Chapter 59
Chapter 58
Chapter 57
Chapter 56
Chapter 55
Chapter 54
Chapter 53
Chapter 52
Chapter 51
Chapter 50
Chapter 49
Chapter 48
Chapter 47
Chapter 46
Chapter 45
Chapter 44
Chapter 43
Chapter 42
Chapter 41
Chapter 40
Chapter 39
Chapter 38
Chapter 37
Chapter 36
Chapter 35
Chapter 34
Chapter 33
Chapter 32
Chapter 31
Chapter 30
Chapter 29
Chapter 28
Chapter 27
Chapter 26
Chapter 25
Chapter 24
Chapter 23
Chapter 22
Chapter 21
Chapter 20
Chapter 19
Chapter 18
Chapter 17
Chapter 16
Chapter 15
Chapter 14
Chapter 13
Chapter 12
Chapter 11
Chapter 10
Chapter 9
Chapter 8
Chapter 7
Chapter 6
Chapter 5
Chapter 4
Chapter 3
Chapter 2
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