ULTIMATE AI PLAYER - CUMULATIVE EVIDENCE REPOSITORY
REPOSITORY_VERSION=ULTIMATE-AI-REPOSITORY-V1
AI_POLICY_VERSION=ULTIMATE-AI-V1-FROZEN-WEIGHTED-GATE
EVIDENCE_HORIZON=SESSION_66
AVAILABLE_FROM_SESSION=67
RULE=Only completed/source-supported historical evidence is retained. Missing evidence remains N/A. Repository observations are descriptive inputs, not guarantees or card prediction.
TEMPORAL_GATE=Session n is written only after S for Session n; it can influence Session n+1, never an earlier decision in Session n.

[SESSION 1]
session_id=20260903_004704_CORRECTED
mode=FROZEN
hands=30
final_bankroll=343.00
profit_loss=243.00
exposure=530.00
W_L_P=21/6/3
cards=174
observed_shuffles=2
red_black=N/A
longest_red_black_run=N/A
player_dealer_naturals=N/A
three_card_wins_eligible=N/A
four_plus_wins_eligible=N/A
double_wins_events=N/A
split_wins_events=N/A
elevated_wager_wins_events=N/A

[SESSION 2]
session_id=20260903_221223
mode=FROZEN
hands=30
final_bankroll=308.00
profit_loss=208.00
exposure=645.00
W_L_P=16/13/1
cards=176
observed_shuffles=1
red_black=82/94
longest_red_black_run=7/6
player_dealer_naturals=2/2
three_card_wins_eligible=6/14
four_plus_wins_eligible=3/6
double_wins_events=5/7
split_wins_events=2/2
elevated_wager_wins_events=1/1

[SESSION 3]
session_id=20260905_174453
mode=FROZEN
hands=30
final_bankroll=205.00
profit_loss=105.00
exposure=610.00
W_L_P=14/13/3
cards=169
observed_shuffles=2
red_black=91/78
longest_red_black_run=7/5
player_dealer_naturals=1/0
three_card_wins_eligible=5/12
four_plus_wins_eligible=2/3
double_wins_events=3/3
split_wins_events=1/2
elevated_wager_wins_events=2/6

[SESSION 4]
session_id=20260906_163019
mode=FROZEN
hands=11
final_bankroll=10.00
profit_loss=-90.00
exposure=165.00
W_L_P=1/7/3
cards=61
observed_shuffles=1
red_black=32/29
longest_red_black_run=5/8
player_dealer_naturals=0/1
three_card_wins_eligible=0/3
four_plus_wins_eligible=0/1
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 5]
session_id=20260906_195138
mode=FROZEN
hands=30
final_bankroll=212.00
profit_loss=112.00
exposure=595.00
W_L_P=16/12/2
cards=168
observed_shuffles=2
red_black=71/97
longest_red_black_run=6/10
player_dealer_naturals=1/1
three_card_wins_eligible=8/12
four_plus_wins_eligible=0/4
double_wins_events=5/6
split_wins_events=0/0
elevated_wager_wins_events=2/5

[SESSION 6]
session_id=20260907_003015
mode=FROZEN
hands=30
final_bankroll=250.00
profit_loss=150.00
exposure=495.00
W_L_P=16/9/5
cards=163
observed_shuffles=2
red_black=76/87
longest_red_black_run=7/8
player_dealer_naturals=1/1
three_card_wins_eligible=6/10
four_plus_wins_eligible=1/6
double_wins_events=3/3
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 7]
session_id=20260907_020601
mode=FROZEN
hands=9
final_bankroll=55.00
profit_loss=-45.00
exposure=180.00
W_L_P=2/6/1
cards=52
observed_shuffles=0
red_black=24/28
longest_red_black_run=5/8
player_dealer_naturals=0/0
three_card_wins_eligible=0/5
four_plus_wins_eligible=0/1
double_wins_events=0/3
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 8]
session_id=20260908_021956
mode=FROZEN
hands=13
final_bankroll=10.00
profit_loss=-90.00
exposure=270.00
W_L_P=4/9/0
cards=72
observed_shuffles=0
red_black=33/39
longest_red_black_run=6/6
player_dealer_naturals=0/0
three_card_wins_eligible=1/6
four_plus_wins_eligible=0/3
double_wins_events=1/3
split_wins_events=1/2
elevated_wager_wins_events=0/0

[SESSION 9]
session_id=20260910_204102
mode=HYBRID
hands=30
final_bankroll=222.00
profit_loss=122.00
exposure=730.00
W_L_P=14/14/2
cards=163
observed_shuffles=2
red_black=75/88
longest_red_black_run=5/13
player_dealer_naturals=2/0
three_card_wins_eligible=5/10
four_plus_wins_eligible=0/2
double_wins_events=2/3
split_wins_events=0/0
elevated_wager_wins_events=8/13

[SESSION 10]
session_id=20260912_175237
mode=HYBRID
hands=30
final_bankroll=302.00
profit_loss=202.00
exposure=635.00
W_L_P=20/10/0
cards=169
observed_shuffles=2
red_black=76/93
longest_red_black_run=6/6
player_dealer_naturals=1/3
three_card_wins_eligible=6/9
four_plus_wins_eligible=1/5
double_wins_events=2/3
split_wins_events=2/2
elevated_wager_wins_events=6/8

[SESSION 11]
session_id=20260913_031649
mode=HYBRID
hands=30
final_bankroll=100.00
profit_loss=0.00
exposure=640.00
W_L_P=13/16/1
cards=164
observed_shuffles=2
red_black=93/71
longest_red_black_run=9/7
player_dealer_naturals=0/1
three_card_wins_eligible=4/12
four_plus_wins_eligible=1/3
double_wins_events=2/4
split_wins_events=0/0
elevated_wager_wins_events=6/12

[SESSION 12]
session_id=20260916_184907
mode=HYBRID
hands=9
final_bankroll=0.00
profit_loss=-100.00
exposure=210.00
W_L_P=3/5/1
cards=59
observed_shuffles=1
red_black=34/25
longest_red_black_run=6/4
player_dealer_naturals=0/2
three_card_wins_eligible=0/3
four_plus_wins_eligible=0/2
double_wins_events=0/0
split_wins_events=2/2
elevated_wager_wins_events=1/5

[SESSION 13]
session_id=20260917_183148
mode=HYBRID
hands=14
final_bankroll=0.00
profit_loss=-100.00
exposure=495.00
W_L_P=6/7/1
cards=79
observed_shuffles=1
red_black=41/38
longest_red_black_run=7/5
player_dealer_naturals=1/0
three_card_wins_eligible=2/5
four_plus_wins_eligible=0/3
double_wins_events=1/2
split_wins_events=0/1
elevated_wager_wins_events=5/12

[SESSION 14]
session_id=20260920_003052
mode=FROZEN
hands=30
final_bankroll=47.50
profit_loss=-52.50
exposure=600.00
W_L_P=11/15/4
cards=169
observed_shuffles=0
red_black=77/92
longest_red_black_run=7/7
player_dealer_naturals=0/1
three_card_wins_eligible=6/12
four_plus_wins_eligible=0/5
double_wins_events=3/6
split_wins_events=0/0
elevated_wager_wins_events=1/3

[SESSION 15]
session_id=20260923_211013
mode=PERSONAL
hands=4
final_bankroll=0.00
profit_loss=-100.00
exposure=100.00
W_L_P=0/4/0
cards=20
observed_shuffles=0
red_black=10/10
longest_red_black_run=3/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/2

[SESSION 16]
session_id=20261002_011634
mode=FROZEN
hands=1
final_bankroll=115.00
profit_loss=15.00
exposure=15.00
W_L_P=1/0/0
cards=4
observed_shuffles=0
red_black=2/2
longest_red_black_run=1/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 17]
session_id=20261002_152644
mode=FROZEN
hands=5
final_bankroll=130.00
profit_loss=30.00
exposure=90.00
W_L_P=3/2/0
cards=26
observed_shuffles=0
red_black=12/14
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=1/1
elevated_wager_wins_events=0/0

[SESSION 18]
session_id=20261002_182354
mode=FROZEN
hands=5
final_bankroll=130.00
profit_loss=30.00
exposure=90.00
W_L_P=3/2/0
cards=25
observed_shuffles=0
red_black=12/13
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=1/1
elevated_wager_wins_events=0/0

[SESSION 19]
session_id=20261002_194341
mode=FROZEN
hands=9
final_bankroll=85.00
profit_loss=-15.00
exposure=135.00
W_L_P=4/5/0
cards=45
observed_shuffles=0
red_black=24/21
longest_red_black_run=4/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 20]
session_id=20261002_205233
mode=FROZEN
hands=7
final_bankroll=145.00
profit_loss=45.00
exposure=105.00
W_L_P=5/2/0
cards=33
observed_shuffles=0
red_black=17/16
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 21]
session_id=20261002_212905
mode=FROZEN
hands=8
final_bankroll=70.00
profit_loss=-30.00
exposure=120.00
W_L_P=3/5/0
cards=34
observed_shuffles=0
red_black=17/17
longest_red_black_run=3/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 22]
session_id=20261002_230141
mode=FROZEN
hands=6
final_bankroll=70.00
profit_loss=-30.00
exposure=90.00
W_L_P=2/4/0
cards=26
observed_shuffles=0
red_black=14/12
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 23]
session_id=20261002_232912
mode=FROZEN
hands=6
final_bankroll=70.00
profit_loss=-30.00
exposure=90.00
W_L_P=2/4/0
cards=26
observed_shuffles=0
red_black=14/12
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 24]
session_id=20261003_000008
mode=FROZEN
hands=6
final_bankroll=100.00
profit_loss=0.00
exposure=90.00
W_L_P=3/3/0
cards=27
observed_shuffles=0
red_black=13/14
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 25]
session_id=20261003_002753
mode=FROZEN
hands=6
final_bankroll=100.00
profit_loss=0.00
exposure=90.00
W_L_P=3/3/0
cards=27
observed_shuffles=0
red_black=13/14
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 26]
session_id=20261003_004622
mode=FROZEN
hands=6
final_bankroll=100.00
profit_loss=0.00
exposure=90.00
W_L_P=3/3/0
cards=27
observed_shuffles=0
red_black=13/14
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 27]
session_id=20261003_011405
mode=FROZEN
hands=9
final_bankroll=110.00
profit_loss=10.00
exposure=140.00
W_L_P=5/4/0
cards=41
observed_shuffles=0
red_black=21/20
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/1

[SESSION 28]
session_id=20261003_013353
mode=FROZEN
hands=1
final_bankroll=85.00
profit_loss=-15.00
exposure=15.00
W_L_P=0/1/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=1/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 29]
session_id=20261003_015616
mode=FROZEN
hands=10
final_bankroll=155.00
profit_loss=55.00
exposure=175.00
W_L_P=6/4/0
cards=48
observed_shuffles=0
red_black=24/24
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=1/1
split_wins_events=0/0
elevated_wager_wins_events=1/1

[SESSION 30]
session_id=20261003_023234
mode=FROZEN
hands=10
final_bankroll=155.00
profit_loss=55.00
exposure=175.00
W_L_P=6/4/0
cards=49
observed_shuffles=0
red_black=26/23
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=1/1
split_wins_events=0/0
elevated_wager_wins_events=1/1

[SESSION 31]
session_id=20261003_121352
mode=FROZEN
hands=2
final_bankroll=145.00
profit_loss=45.00
exposure=60.00
W_L_P=1/0/1
cards=12
observed_shuffles=0
red_black=6/6
longest_red_black_run=2/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=1/1
elevated_wager_wins_events=0/0

[SESSION 32]
session_id=20261003_123858
mode=FROZEN
hands=1
final_bankroll=85.00
profit_loss=-15.00
exposure=15.00
W_L_P=0/1/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=1/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 33]
session_id=20261003_125752
mode=FROZEN
hands=1
final_bankroll=85.00
profit_loss=-15.00
exposure=15.00
W_L_P=0/1/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=1/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 34]
session_id=20261003_131435
mode=FROZEN
hands=1
final_bankroll=85.00
profit_loss=-15.00
exposure=15.00
W_L_P=0/1/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=1/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 35]
session_id=20261003_132558
mode=FROZEN
hands=1
final_bankroll=85.00
profit_loss=-15.00
exposure=15.00
W_L_P=0/1/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=1/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 36]
session_id=20261003_135837
mode=FROZEN
hands=1
final_bankroll=85.00
profit_loss=-15.00
exposure=15.00
W_L_P=0/1/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=1/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 37]
session_id=20261003_141604
mode=FROZEN
hands=7
final_bankroll=115.00
profit_loss=15.00
exposure=105.00
W_L_P=4/3/0
cards=32
observed_shuffles=0
red_black=16/16
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 38]
session_id=20261003_152413
mode=FROZEN
hands=7
final_bankroll=115.00
profit_loss=15.00
exposure=105.00
W_L_P=4/3/0
cards=32
observed_shuffles=0
red_black=16/16
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 39]
session_id=20261003_162339
mode=FROZEN
hands=8
final_bankroll=100.00
profit_loss=0.00
exposure=225.00
W_L_P=3/2/3
cards=50
observed_shuffles=0
red_black=27/23
longest_red_black_run=4/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=1/4
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 40]
session_id=20261003_174126
mode=HYBRID
hands=30
final_bankroll=280.00
profit_loss=180.00
exposure=690.00
W_L_P=18/9/3
cards=184
observed_shuffles=0
red_black=97/87
longest_red_black_run=4/4
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=3/8
split_wins_events=1/2
elevated_wager_wins_events=2/2

[SESSION 41]
session_id=20261003_183122
mode=FROZEN
hands=1
final_bankroll=115.00
profit_loss=15.00
exposure=15.00
W_L_P=1/0/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=2/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 42]
session_id=20261003_190845
mode=FROZEN
hands=1
final_bankroll=55.00
profit_loss=-45.00
exposure=45.00
W_L_P=0/1/0
cards=9
observed_shuffles=0
red_black=5/4
longest_red_black_run=3/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 43]
session_id=20261003_204419
mode=FROZEN
hands=8
final_bankroll=25.00
profit_loss=-75.00
exposure=180.00
W_L_P=2/4/2
cards=43
observed_shuffles=0
red_black=24/19
longest_red_black_run=4/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/1
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 44]
session_id=20261003_210104
mode=FROZEN
hands=1
final_bankroll=85.00
profit_loss=-15.00
exposure=15.00
W_L_P=0/1/0
cards=5
observed_shuffles=0
red_black=2/3
longest_red_black_run=1/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 45]
session_id=20261003_213538
mode=HYBRID
hands=1
final_bankroll=100.00
profit_loss=0.00
exposure=15.00
W_L_P=0/0/1
cards=6
observed_shuffles=0
red_black=3/3
longest_red_black_run=2/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 46]
session_id=20261003_225057
mode=FROZEN
hands=3
final_bankroll=55.00
profit_loss=-45.00
exposure=105.00
W_L_P=1/2/0
cards=21
observed_shuffles=0
red_black=10/11
longest_red_black_run=2/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=1/1
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 47]
session_id=20261004_005503
mode=FROZEN
hands=30
final_bankroll=70.00
profit_loss=-30.00
exposure=615.00
W_L_P=13/16/1
cards=173
observed_shuffles=1
red_black=92/81
longest_red_black_run=5/5
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=5/6
split_wins_events=1/3
elevated_wager_wins_events=0/0

[SESSION 48]
session_id=20261004_024655
mode=HYBRID
hands=10
final_bankroll=265.00
profit_loss=165.00
exposure=270.00
W_L_P=7/2/1
cards=105
observed_shuffles=0
red_black=52/53
longest_red_black_run=5/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=1/1
split_wins_events=5/5
elevated_wager_wins_events=0/0

[SESSION 49]
session_id=20261004_155754
mode=FROZEN
hands=1
final_bankroll=115.00
profit_loss=15.00
exposure=15.00
W_L_P=1/0/0
cards=12
observed_shuffles=0
red_black=6/6
longest_red_black_run=3/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 50]
session_id=20261004_164642
mode=HYBRID
hands=7
final_bankroll=115.00
profit_loss=15.00
exposure=150.00
W_L_P=2/2/3
cards=42
observed_shuffles=0
red_black=24/18
longest_red_black_run=4/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=1/2
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 51]
session_id=20261004_175114
mode=FROZEN
hands=4
final_bankroll=70.00
profit_loss=-30.00
exposure=120.00
W_L_P=0/2/2
cards=25
observed_shuffles=0
red_black=15/10
longest_red_black_run=4/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/1
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 52]
session_id=20261005_121138
mode=FROZEN
hands=6
final_bankroll=40.00
profit_loss=-60.00
exposure=150.00
W_L_P=0/4/2
cards=35
observed_shuffles=0
red_black=21/14
longest_red_black_run=4/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/1
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 53]
session_id=20261005_125628
mode=FROZEN
hands=6
final_bankroll=40.00
profit_loss=-60.00
exposure=150.00
W_L_P=0/4/2
cards=35
observed_shuffles=0
red_black=21/14
longest_red_black_run=4/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/1
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 54]
session_id=20261005_151002
mode=FROZEN
hands=7
final_bankroll=25.00
profit_loss=-75.00
exposure=165.00
W_L_P=0/5/2
cards=40
observed_shuffles=0
red_black=24/16
longest_red_black_run=4/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/1
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 55]
session_id=20261005_161213
mode=FROZEN
hands=7
final_bankroll=25.00
profit_loss=-75.00
exposure=165.00
W_L_P=0/5/2
cards=40
observed_shuffles=0
red_black=24/16
longest_red_black_run=4/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/1
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 56]
session_id=20261006_144010
mode=FROZEN
hands=1
final_bankroll=115.00
profit_loss=15.00
exposure=15.00
W_L_P=1/0/0
cards=5
observed_shuffles=0
red_black=2/3
longest_red_black_run=1/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 57]
session_id=20261006_180907
mode=HYBRID
hands=6
final_bankroll=100.00
profit_loss=0.00
exposure=90.00
W_L_P=3/3/0
cards=32
observed_shuffles=0
red_black=17/15
longest_red_black_run=3/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 58]
session_id=20261006_220042
mode=HYBRID
hands=2
final_bankroll=130.00
profit_loss=30.00
exposure=30.00
W_L_P=2/0/0
cards=10
observed_shuffles=0
red_black=6/4
longest_red_black_run=2/1
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 59]
session_id=20261006_235012
mode=HYBRID
hands=17
final_bankroll=130.00
profit_loss=30.00
exposure=300.00
W_L_P=10/7/0
cards=87
observed_shuffles=0
red_black=45/42
longest_red_black_run=4/4
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/1
elevated_wager_wins_events=1/2

[SESSION 60]
session_id=20261007_003336
mode=FROZEN
hands=5
final_bankroll=10.00
profit_loss=-90.00
exposure=90.00
W_L_P=0/5/0
cards=27
observed_shuffles=0
red_black=14/13
longest_red_black_run=2/3
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/1
elevated_wager_wins_events=0/0

[SESSION 61]
session_id=20261007_011759
mode=FROZEN
hands=9
final_bankroll=110.00
profit_loss=10.00
exposure=140.00
W_L_P=5/4/0
cards=45
observed_shuffles=0
red_black=24/21
longest_red_black_run=2/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/1

[SESSION 62]
session_id=20261007_015201
mode=FROZEN
hands=3
final_bankroll=55.00
profit_loss=-45.00
exposure=45.00
W_L_P=0/3/0
cards=15
observed_shuffles=0
red_black=9/6
longest_red_black_run=3/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 63]
session_id=20261007_175418
mode=FROZEN
hands=4
final_bankroll=40.00
profit_loss=-60.00
exposure=60.00
W_L_P=0/4/0
cards=20
observed_shuffles=0
red_black=11/9
longest_red_black_run=4/4
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 64]
session_id=20261007_185656
mode=FROZEN
hands=15
final_bankroll=190.00
profit_loss=90.00
exposure=250.00
W_L_P=10/5/0
cards=75
observed_shuffles=0
red_black=39/36
longest_red_black_run=4/4
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=2/3

[SESSION 65]
session_id=20261007_204635
mode=FROZEN
hands=1
final_bankroll=115.00
profit_loss=15.00
exposure=15.00
W_L_P=1/0/0
cards=5
observed_shuffles=0
red_black=3/2
longest_red_black_run=3/2
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=0/0

[SESSION 66]
session_id=20261007_215135
mode=FROZEN
hands=13
final_bankroll=190.00
profit_loss=90.00
exposure=220.00
W_L_P=9/4/0
cards=65
observed_shuffles=0
red_black=34/31
longest_red_black_run=4/4
player_dealer_naturals=0/0
three_card_wins_eligible=0/0
four_plus_wins_eligible=0/0
double_wins_events=0/0
split_wins_events=0/0
elevated_wager_wins_events=2/3

[CUMULATIVE THROUGH SESSION 66]
eligible_sessions=66
hands=653
W_L_P=304/297/52
profit_loss=649.50
exposure=13100.00
red_black=1747/1697
longest_red_black_run=9/13
player_dealer_naturals=9/12
PLAYER_3_CARD_WIN_RATE=43.36% (49/113)
PLAYER_4PLUS_CARD_WIN_RATE=18.18% (8/44)
DOUBLE_WIN_RATE=56.16% (41/73)
SPLIT_EVENT_WIN_RATE=50.00% (18/36)
ELEVATED_WAGER_EVENT_WIN_RATE=50.62% (41/81)

[HISTORICAL STARTING-STATE OUTCOME MEMORY]
STATE | 10,9 vs 6 | n 53 | W/L/P 49/4/0
STATE | 10,7 vs 6 | n 36 | W/L/P 6/30/0
STATE | 10,8 vs 6 | n 31 | W/L/P 12/19/0
STATE | 8,8 vs 6 | n 16 | W/L/P 4/6/6
STATE | 10,8 vs 9 | n 13 | W/L/P 1/12/0
STATE | 10,7 vs 10 | n 13 | W/L/P 0/13/0
STATE | 8,9 vs 10 | n 12 | W/L/P 0/12/0
STATE | 8,9 vs 6 | n 11 | W/L/P 2/9/0
STATE | 5,6 vs 6 | n 9 | W/L/P 2/0/7
STATE | 7,9 vs 6 | n 8 | W/L/P 3/5/0
STATE | 9,9 vs 6 | n 8 | W/L/P 6/2/0
STATE | 10,6 vs 10 | n 7 | W/L/P 0/7/0
STATE | 10,6 vs 6 | n 5 | W/L/P 2/1/2
STATE | 5,6 vs 5 | n 5 | W/L/P 3/1/1
STATE | 2,9 vs 6 | n 4 | W/L/P 4/0/0
STATE | 8,8 vs 10 | n 4 | W/L/P 1/3/0
STATE | 5,6 vs 9 | n 4 | W/L/P 3/1/0
STATE | 2,2 vs 10 | n 4 | W/L/P 2/2/0
STATE | 7,8 vs 6 | n 4 | W/L/P 0/4/0
STATE | 5,7 vs 6 | n 4 | W/L/P 4/0/0
STATE | 10,6 vs 9 | n 4 | W/L/P 1/3/0
STATE | 7,9 vs 10 | n 4 | W/L/P 2/2/0
STATE | 10,8 vs 10 | n 4 | W/L/P 0/3/1
STATE | 8,9 vs 7 | n 4 | W/L/P 0/3/1
STATE | 7,9 vs 2 | n 3 | W/L/P 1/2/0
STATE | 10,10 vs 6 | n 3 | W/L/P 2/1/0
STATE | 6,7 vs 3 | n 3 | W/L/P 0/3/0
STATE | 3,K vs J | n 3 | W/L/P 1/2/0
STATE | 5,6 vs 8 | n 3 | W/L/P 2/1/0
STATE | 10,8 vs 7 | n 3 | W/L/P 0/3/0
STATE | 10,2 vs 6 | n 3 | W/L/P 3/0/0
STATE | 8,8 vs 5 | n 3 | W/L/P 3/0/0
STATE | 7,9 vs 9 | n 3 | W/L/P 3/0/0
STATE | 2,9 vs 2 | n 2 | W/L/P 2/0/0
STATE | 3,3 vs A | n 2 | W/L/P 0/1/1
STATE | 4,7 vs J | n 2 | W/L/P 1/1/0
STATE | A,J vs 8 | n 2 | W/L/P 2/0/0
STATE | 3,7 vs 6 | n 2 | W/L/P 2/0/0
STATE | 4,K vs K | n 2 | W/L/P 0/2/0
STATE | 9,K vs Q | n 2 | W/L/P 1/0/1
STATE | 3,7 vs 3 | n 2 | W/L/P 2/0/0
STATE | 8,Q vs 2 | n 2 | W/L/P 1/0/1
STATE | 10,8 vs A | n 2 | W/L/P 1/1/0
STATE | 4,8 vs 6 | n 2 | W/L/P 1/1/0
STATE | 9,K vs 4 | n 2 | W/L/P 1/1/0
STATE | 10,6 vs 2 | n 2 | W/L/P 0/2/0
STATE | 7,J vs K | n 2 | W/L/P 0/0/2
STATE | 2,6 vs Q | n 2 | W/L/P 1/0/1
STATE | 9,9 vs 7 | n 2 | W/L/P 2/0/0
STATE | 6,J vs 3 | n 2 | W/L/P 2/0/0
STATE | 4,J vs J | n 2 | W/L/P 0/2/0
STATE | 10,9 vs 10 | n 2 | W/L/P 1/0/1
STATE | 10,10 vs J | n 2 | W/L/P 2/0/0
STATE | 8,A vs 7 | n 2 | W/L/P 2/0/0
STATE | 4,7 vs A | n 2 | W/L/P 0/2/0
STATE | 3,K vs 2 | n 2 | W/L/P 0/2/0
STATE | 4,A vs 7 | n 2 | W/L/P 0/1/1
STATE | 6,9 vs 7 | n 2 | W/L/P 0/2/0
STATE | 3,4 vs J | n 2 | W/L/P 1/1/0
STATE | 3,5 vs 7 | n 2 | W/L/P 1/1/0
STATE | 6,9 vs 2 | n 2 | W/L/P 1/1/0
STATE | 8,A vs 6 | n 2 | W/L/P 2/0/0
STATE | 4,6 vs 8 | n 2 | W/L/P 2/0/0
STATE | A,J vs 2 | n 2 | W/L/P 2/0/0
STATE | 8,A vs K | n 2 | W/L/P 2/0/0
STATE | 5,8 vs 4 | n 2 | W/L/P 1/1/0
STATE | 4,7 vs 3 | n 2 | W/L/P 1/0/1
STATE | 3,8 vs 6 | n 2 | W/L/P 1/0/1
STATE | J,Q vs 2 | n 2 | W/L/P 2/0/0
STATE | 4,7 vs 8 | n 2 | W/L/P 1/1/0
STATE | 10,9 vs 7 | n 2 | W/L/P 1/1/0
STATE | 10,7 vs 9 | n 2 | W/L/P 0/1/1
STATE | 4,5 vs 10 | n 2 | W/L/P 1/0/1
STATE | 5,7 vs 4 | n 2 | W/L/P 1/1/0
STATE | 7,A vs 6 | n 2 | W/L/P 1/1/0
STATE | 10,6 vs 7 | n 2 | W/L/P 2/0/0
STATE | 10,6 vs 5 | n 2 | W/L/P 1/1/0
STATE | 4,5 vs 6 | n 2 | W/L/P 2/0/0
STATE | 2,3 vs 4 | n 2 | W/L/P 0/1/1
STATE | 7,8 vs 8 | n 2 | W/L/P 2/0/0
STATE | 4,7 vs 10 | n 1 | W/L/P 1/0/0
STATE | A,A vs 8 | n 1 | W/L/P 1/0/0
STATE | 3,4 vs 8 | n 1 | W/L/P 0/1/0
STATE | 3,6 vs 7 | n 1 | W/L/P 1/0/0
STATE | 4,K vs 10 | n 1 | W/L/P 0/1/0
STATE | 2,5 vs 4 | n 1 | W/L/P 1/0/0
STATE | 5,J vs 10 | n 1 | W/L/P 0/1/0
STATE | 7,K vs 6 | n 1 | W/L/P 0/1/0
STATE | 6,6 vs 5 | n 1 | W/L/P 1/0/0
STATE | 4,7 vs Q | n 1 | W/L/P 1/0/0
STATE | 6,Q vs 10 | n 1 | W/L/P 0/1/0
STATE | 2,7 vs 8 | n 1 | W/L/P 0/1/0
STATE | 9,A vs 9 | n 1 | W/L/P 1/0/0
STATE | 4,K vs 2 | n 1 | W/L/P 0/1/0
STATE | 10,7 vs 2 | n 1 | W/L/P 1/0/0
STATE | 4,9 vs Q | n 1 | W/L/P 0/1/0
STATE | 4,K vs J | n 1 | W/L/P 1/0/0
STATE | 4,4 vs 2 | n 1 | W/L/P 1/0/0
STATE | A,Q vs Q | n 1 | W/L/P 1/0/0
STATE | 2,J vs 8 | n 1 | W/L/P 0/1/0
STATE | 6,9 vs 4 | n 1 | W/L/P 1/0/0
STATE | 2,9 vs 8 | n 1 | W/L/P 1/0/0
STATE | 5,5 vs 9 | n 1 | W/L/P 0/1/0
STATE | 6,7 vs 4 | n 1 | W/L/P 1/0/0
STATE | 10,K vs Q | n 1 | W/L/P 1/0/0
STATE | 5,Q vs 8 | n 1 | W/L/P 0/1/0
STATE | 3,J vs 4 | n 1 | W/L/P 1/0/0
STATE | 6,6 vs 2 | n 1 | W/L/P 0/1/0
STATE | 6,Q vs 7 | n 1 | W/L/P 0/1/0
STATE | 3,J vs 10 | n 1 | W/L/P 1/0/0
STATE | 5,K vs 8 | n 1 | W/L/P 1/0/0
STATE | 3,A vs 5 | n 1 | W/L/P 1/0/0
STATE | 4,8 vs 10 | n 1 | W/L/P 0/0/1
STATE | 9,J vs 10 | n 1 | W/L/P 1/0/0
STATE | 5,5 vs Q | n 1 | W/L/P 0/1/0
STATE | 2,3 vs 9 | n 1 | W/L/P 1/0/0
STATE | 6,6 vs K | n 1 | W/L/P 0/1/0
STATE | 2,2 vs 5 | n 1 | W/L/P 1/0/0
STATE | 8,9 vs Q | n 1 | W/L/P 0/1/0
STATE | 3,6 vs J | n 1 | W/L/P 0/1/0
STATE | 7,7 vs 9 | n 1 | W/L/P 1/0/0
STATE | 7,Q vs 8 | n 1 | W/L/P 0/1/0
STATE | 7,J vs J | n 1 | W/L/P 0/0/1
STATE | 4,J vs 8 | n 1 | W/L/P 0/1/0
STATE | 10,7 vs J | n 1 | W/L/P 0/1/0
STATE | 10,K vs K | n 1 | W/L/P 0/0/1
STATE | 8,9 vs 3 | n 1 | W/L/P 0/1/0
STATE | 8,A vs 2 | n 1 | W/L/P 0/0/1
STATE | 2,A vs 3 | n 1 | W/L/P 0/1/0
STATE | 5,J vs 5 | n 1 | W/L/P 0/1/0
STATE | 2,J vs A | n 1 | W/L/P 0/0/1
STATE | 3,Q vs 4 | n 1 | W/L/P 1/0/0
STATE | 6,9 vs A | n 1 | W/L/P 0/1/0
STATE | 2,5 vs 10 | n 1 | W/L/P 0/1/0
STATE | 10,Q vs 10 | n 1 | W/L/P 1/0/0
STATE | 3,8 vs 2 | n 1 | W/L/P 1/0/0
STATE | A,K vs 3 | n 1 | W/L/P 1/0/0
STATE | 4,A vs 4 | n 1 | W/L/P 1/0/0
STATE | 7,A vs 7 | n 1 | W/L/P 1/0/0
STATE | 3,8 vs 10 | n 1 | W/L/P 1/0/0
STATE | 7,9 vs K | n 1 | W/L/P 1/0/0
STATE | 9,J vs 7 | n 1 | W/L/P 0/1/0
STATE | 3,7 vs 9 | n 1 | W/L/P 0/1/0
STATE | 5,K vs 9 | n 1 | W/L/P 0/1/0
STATE | 4,A vs 2 | n 1 | W/L/P 1/0/0
STATE | 3,Q vs A | n 1 | W/L/P 0/1/0
STATE | 7,8 vs 5 | n 1 | W/L/P 0/1/0
STATE | 7,A vs A | n 1 | W/L/P 0/1/0
STATE | 8,A vs Q | n 1 | W/L/P 1/0/0
STATE | 2,J vs Q | n 1 | W/L/P 0/1/0
STATE | 2,5 vs A | n 1 | W/L/P 0/1/0
STATE | 10,Q vs Q | n 1 | W/L/P 1/0/0
STATE | 6,A vs 4 | n 1 | W/L/P 1/0/0
STATE | J,Q vs K | n 1 | W/L/P 0/0/1
STATE | 9,K vs 5 | n 1 | W/L/P 1/0/0
STATE | 10,3 vs J | n 1 | W/L/P 1/0/0
STATE | J,Q vs 6 | n 1 | W/L/P 1/0/0
STATE | 6,8 vs K | n 1 | W/L/P 0/1/0
STATE | 5,5 vs 8 | n 1 | W/L/P 1/0/0
STATE | 3,5 vs K | n 1 | W/L/P 0/0/1
STATE | 10,4 vs 3 | n 1 | W/L/P 1/0/0
STATE | A,Q vs 10 | n 1 | W/L/P 0/0/1
STATE | 5,J vs J | n 1 | W/L/P 1/0/0
STATE | 3,5 vs 6 | n 1 | W/L/P 1/0/0
STATE | 2,A vs 2 | n 1 | W/L/P 0/1/0
STATE | 3,K vs A | n 1 | W/L/P 0/0/1
STATE | 4,Q vs 10 | n 1 | W/L/P 0/1/0
STATE | 4,J vs 4 | n 1 | W/L/P 1/0/0
STATE | K,Q vs 3 | n 1 | W/L/P 1/0/0
STATE | 6,7 vs Q | n 1 | W/L/P 1/0/0
STATE | 5,K vs 2 | n 1 | W/L/P 0/1/0
STATE | 6,Q vs A | n 1 | W/L/P 0/1/0
STATE | 3,A vs A | n 1 | W/L/P 0/1/0
STATE | 3,8 vs 7 | n 1 | W/L/P 1/0/0
STATE | 9,K vs 7 | n 1 | W/L/P 1/0/0
STATE | 4,J vs 6 | n 1 | W/L/P 1/0/0
STATE | 4,5 vs 3 | n 1 | W/L/P 0/1/0
STATE | 7,A vs 5 | n 1 | W/L/P 0/1/0
STATE | 3,6 vs 4 | n 1 | W/L/P 0/0/1
STATE | K,Q vs 9 | n 1 | W/L/P 1/0/0
STATE | 2,8 vs 7 | n 1 | W/L/P 1/0/0
STATE | 5,K vs Q | n 1 | W/L/P 0/1/0
STATE | 2,3 vs 7 | n 1 | W/L/P 0/1/0
STATE | 3,4 vs 4 | n 1 | W/L/P 0/1/0
STATE | 4,5 vs 5 | n 1 | W/L/P 0/1/0
STATE | 4,K vs 7 | n 1 | W/L/P 0/1/0
STATE | 6,8 vs J | n 1 | W/L/P 0/1/0
STATE | A,K vs 5 | n 1 | W/L/P 1/0/0
STATE | 7,K vs 10 | n 1 | W/L/P 0/1/0
STATE | 6,9 vs J | n 1 | W/L/P 1/0/0
STATE | 5,J vs 3 | n 1 | W/L/P 0/1/0
STATE | 7,J vs Q | n 1 | W/L/P 0/1/0
STATE | 6,A vs J | n 1 | W/L/P 1/0/0
STATE | 5,7 vs 9 | n 1 | W/L/P 0/1/0
STATE | 5,J vs A | n 1 | W/L/P 0/1/0
STATE | 2,9 vs 4 | n 1 | W/L/P 1/0/0
STATE | 10,8 vs K | n 1 | W/L/P 1/0/0
STATE | 8,Q vs 3 | n 1 | W/L/P 0/1/0
STATE | 7,J vs 6 | n 1 | W/L/P 0/0/1
STATE | 2,6 vs 2 | n 1 | W/L/P 0/1/0
STATE | 2,8 vs 6 | n 1 | W/L/P 0/1/0
STATE | 7,Q vs 4 | n 1 | W/L/P 1/0/0
STATE | 4,K vs 6 | n 1 | W/L/P 1/0/0
STATE | 5,5 vs 3 | n 1 | W/L/P 0/1/0
STATE | 8,8 vs 7 | n 1 | W/L/P 1/0/0
STATE | 10,A vs Q | n 1 | W/L/P 1/0/0
STATE | 4,5 vs 2 | n 1 | W/L/P 1/0/0
STATE | 10,K vs 10 | n 1 | W/L/P 1/0/0
STATE | 2,4 vs A | n 1 | W/L/P 0/1/0
STATE | 4,5 vs K | n 1 | W/L/P 0/1/0
STATE | 6,9 vs 9 | n 1 | W/L/P 0/1/0
STATE | 2,A vs K | n 1 | W/L/P 1/0/0
STATE | K,Q vs K | n 1 | W/L/P 1/0/0
STATE | 9,A vs 10 | n 1 | W/L/P 0/1/0
STATE | 3,9 vs Q | n 1 | W/L/P 0/1/0
STATE | 8,8 vs Q | n 1 | W/L/P 1/0/0
STATE | K,K vs Q | n 1 | W/L/P 0/1/0
STATE | 8,K vs 8 | n 1 | W/L/P 1/0/0
STATE | J,Q vs 9 | n 1 | W/L/P 1/0/0
STATE | 3,8 vs Q | n 1 | W/L/P 1/0/0
STATE | 10,8 vs 4 | n 1 | W/L/P 0/1/0
STATE | 9,K vs 3 | n 1 | W/L/P 1/0/0
STATE | 5,J vs 2 | n 1 | W/L/P 1/0/0
STATE | 5,6 vs Q | n 1 | W/L/P 0/1/0
STATE | 8,9 vs 2 | n 1 | W/L/P 1/0/0
STATE | 9,A vs 7 | n 1 | W/L/P 1/0/0
STATE | J,K vs 2 | n 1 | W/L/P 1/0/0
STATE | 4,6 vs K | n 1 | W/L/P 1/0/0
STATE | 4,J vs 3 | n 1 | W/L/P 1/0/0
STATE | 2,6 vs K | n 1 | W/L/P 0/1/0
STATE | 4,8 vs 9 | n 1 | W/L/P 0/1/0
STATE | 4,6 vs 4 | n 1 | W/L/P 0/0/1
STATE | 4,9 vs A | n 1 | W/L/P 0/1/0
STATE | 5,A vs K | n 1 | W/L/P 0/1/0
STATE | 7,Q vs 9 | n 1 | W/L/P 0/1/0
STATE | 7,J vs 9 | n 1 | W/L/P 1/0/0
STATE | 10,4 vs 5 | n 1 | W/L/P 0/1/0
STATE | 8,Q vs 10 | n 1 | W/L/P 1/0/0
STATE | 10,6 vs 3 | n 1 | W/L/P 0/1/0
STATE | 2,Q vs 9 | n 1 | W/L/P 0/1/0
STATE | 10,4 vs 2 | n 1 | W/L/P 0/1/0
STATE | 8,A vs A | n 1 | W/L/P 0/1/0
STATE | 3,K vs 4 | n 1 | W/L/P 0/1/0
STATE | 5,A vs 8 | n 1 | W/L/P 0/1/0
STATE | 4,7 vs 6 | n 1 | W/L/P 1/0/0
STATE | 2,7 vs 9 | n 1 | W/L/P 0/1/0
STATE | 3,5 vs 9 | n 1 | W/L/P 1/0/0
STATE | 10,J vs A | n 1 | W/L/P 1/0/0
STATE | 3,3 vs 4 | n 1 | W/L/P 1/0/0
STATE | 3,3 vs 6 | n 1 | W/L/P 1/0/0
STATE | 3,8 vs 8 | n 1 | W/L/P 0/1/0
STATE | 2,5 vs 6 | n 1 | W/L/P 0/1/0
STATE | J,Q vs Q | n 1 | W/L/P 0/1/0
STATE | 2,2 vs K | n 1 | W/L/P 0/1/0
STATE | 6,7 vs A | n 1 | W/L/P 0/1/0
STATE | 4,J vs Q | n 1 | W/L/P 0/0/1
STATE | J,J vs 3 | n 1 | W/L/P 1/0/0
STATE | 5,A vs Q | n 1 | W/L/P 0/1/0
STATE | 3,9 vs 4 | n 1 | W/L/P 1/0/0
STATE | 9,9 vs 9 | n 1 | W/L/P 0/1/0
STATE | 5,Q vs Q | n 1 | W/L/P 0/1/0
STATE | 5,5 vs 5 | n 1 | W/L/P 0/1/0
STATE | 4,7 vs K | n 1 | W/L/P 0/1/0
STATE | 2,A vs 10 | n 1 | W/L/P 0/0/1
STATE | 3,Q vs K | n 1 | W/L/P 0/1/0
STATE | 10,10 vs Q | n 1 | W/L/P 1/0/0
STATE | 4,Q vs 6 | n 1 | W/L/P 0/1/0
STATE | 10,6 vs 4 | n 1 | W/L/P 1/0/0
STATE | 4,Q vs Q | n 1 | W/L/P 1/0/0
STATE | 3,4 vs 5 | n 1 | W/L/P 1/0/0
STATE | 2,Q vs 7 | n 1 | W/L/P 0/1/0
STATE | 4,5 vs J | n 1 | W/L/P 0/0/1
STATE | 9,Q vs 6 | n 1 | W/L/P 1/0/0
STATE | 5,K vs 6 | n 1 | W/L/P 0/1/0
STATE | 7,9 vs 7 | n 1 | W/L/P 0/1/0
STATE | 8,9 vs 4 | n 1 | W/L/P 0/0/1
STATE | 3,7 vs 4 | n 1 | W/L/P 0/1/0
STATE | 2,8 vs 5 | n 1 | W/L/P 0/1/0
STATE | 3,A vs J | n 1 | W/L/P 0/1/0
STATE | 3,5 vs 4 | n 1 | W/L/P 1/0/0
STATE | A,Q vs 4 | n 1 | W/L/P 1/0/0
STATE | 4,K vs 8 | n 1 | W/L/P 0/1/0
STATE | 9,J vs 3 | n 1 | W/L/P 0/1/0
STATE | 4,6 vs 9 | n 1 | W/L/P 1/0/0
STATE | 2,8 vs 3 | n 1 | W/L/P 1/0/0
STATE | 7,K vs A | n 1 | W/L/P 0/1/0
STATE | 7,J vs A | n 1 | W/L/P 0/1/0
STATE | 7,9 vs 5 | n 1 | W/L/P 0/1/0
STATE | 10,9 vs 9 | n 1 | W/L/P 1/0/0
STATE | 10,9 vs 8 | n 1 | W/L/P 1/0/0
STATE | 5,5 vs 6 | n 1 | W/L/P 0/1/0
STATE | 2,9 vs 10 | n 1 | W/L/P 0/0/1
STATE | 5,A vs 6 | n 1 | W/L/P 1/0/0
STATE | 6,A vs 5 | n 1 | W/L/P 0/0/1
STATE | 5,7 vs 10 | n 1 | W/L/P 1/0/0
STATE | 7,A vs 9 | n 1 | W/L/P 1/0/0
STATE | 10,5 vs 6 | n 1 | W/L/P 1/0/0
STATE | 4,7 vs 5 | n 1 | W/L/P 0/1/0
STATE | 7,8 vs 4 | n 1 | W/L/P 0/1/0
STATE | 6,9 vs 3 | n 1 | W/L/P 1/0/0
STATE | 4,6 vs 6 | n 1 | W/L/P 0/1/0
STATE | 2,6 vs 8 | n 1 | W/L/P 1/0/0
STATE | 6,9 vs 5 | n 1 | W/L/P 1/0/0
STATE | 10,2 vs 9 | n 1 | W/L/P 1/0/0
STATE | 7,9 vs 3 | n 1 | W/L/P 1/0/0
STATE | 5,8 vs 5 | n 1 | W/L/P 1/0/0
STATE | 10,7 vs 8 | n 1 | W/L/P 0/1/0
STATE | 10,9 vs 5 | n 1 | W/L/P 1/0/0
STATE | 2,4 vs 3 | n 1 | W/L/P 0/1/0
STATE | 8,9 vs 8 | n 1 | W/L/P 0/1/0
STATE | 6,8 vs 5 | n 1 | W/L/P 0/1/0
STATE | 10,10 vs 2 | n 1 | W/L/P 1/0/0
STATE | 10,8 vs 5 | n 1 | W/L/P 1/0/0
STATE | 9,9 vs 5 | n 1 | W/L/P 1/0/0
STATE | 7,8 vs 10 | n 1 | W/L/P 1/0/0

[V1 WEIGHTING FREEZE]
Frozen is the baseline and wins all ties/weak evidence.
Action override requires an alternative Stat-Watching proposal plus at least THREE supporting points from predecision-safe evidence. No curiosity can override Frozen alone.
Wager override requires at least THREE supporting points; otherwise Frozen wager remains.
Scorecard/percentile similarity is retained as long-term research context but has ZERO live-decision weight in V1 because the current session's completed scorecard does not exist before the decision.
No current hidden dealer card, future card, future outcome, post-session Session-n statistic or inferred missing chronology is available to the controller.

[CURIOSITY REPOSITORY - RETAINED FAMILIES]
Short-term: W/L/P, streaks, recent visible low/high/10/Ace mix, 3/4+ hand-length experience, prior revealed dealer holes, bankroll direction, exposure/affordability.
Long-term: colour/rank/suit composition, naturals, hand depth, bust/result runs, opening states, double/split outcomes, wager outcomes, recovery/drawdown/exposure and matched-session/scorecard context where decision-time safe.
Additional descriptive candidates: recovery efficiency, drawdown velocity, wager-result asymmetry, hand-length transitions, outcome after 3/4+ wins/naturals, rank diversity, disagreement frequency, override exposure cost and rare-state scarcity.