DETERMINISTIC BLACKJACK - LIVE SESSION REPORT
SESSION NAME: First attempt liveplay in GUI version
PREAMBLE: NO
PLATFORM BALANCE BASIS: Start £2500.00 | Session depletion floor £2400.00 = research-equivalent £0/depleted
Platform Final £2622.00 | Platform Peak £2652.00 | Platform Trough £2470.00 | MaxDD £70.00 | Exposure £730.00
OFFSET RESEARCH-EQUIVALENT: Start £100.00 | Final £222.00 | Peak £252.00 | Trough £70.00
OFFSET RULE: research-equivalent bankroll = platform balance - session depletion floor £2400.00
AFFORDABILITY RULE: session-specific platform floor £2400.00 is protected; wager/double/split affordability uses research-equivalent bankroll only.
MODE: HYBRID - Frozen reference visible; operator choices observed
W/L/P 14/14/2
Wager match/above/below 15/10/5
Action match/different 27/7
SOURCE: 247blackjack.com
SOURCE TYPE: Online play-money blackjack, configured 6-deck game
CARD GENERATION: computational/RNG implementation; visible six-deck shuffle events recorded from interface
Shuffle events explicitly observed: 2
Total cards recorded: 167
Cards since most recent observed shuffle/start: 5
Exact known rank+suit identities observed: 51
Validation warnings/overrides encountered: 20
Hands re-entered through amendment review: 3
Decision provenance counts:
  TOTAL DECISION EVENTS: 34 (decision events, not hands)
  TEXTBOOK / FROZEN-ALIGNED: 33
  FROZEN RESEARCH OVERRIDE events: 1
  FROZEN PRIMARY HARD11-vs-10 events: 0
Policy note: Pair20-vs-10 STAND is the current Frozen action; provenance records that it replaced the earlier research SPLIT rule, and it also agrees with textbook.
Policy note: HARD11-vs-10 primary remains DOUBLE; Cooling->HIT is a capital-protection alternate, not the primary action used here.
Shuffle log: Shuffle observed before hand 1 after 0 recorded cards since previous start/shuffle. | Shuffle observed before hand 30 after 162 recorded cards since previous start/shuffle.
Penetration is not inferred unless a visible shuffle boundary is recorded; card counts are observational.
Boundary: frozen wagers are historical reference wagers, not proven optimal stakes.
Controller note: exact mature BRAKE predicate is not invented; only explicit handover transitions are used.


CORRECTION RECORD - POST-SESSION UAT EVIDENCE REVIEW
- Session classification: observed journey relabelled HYBRID because Frozen reference was visible but confirmed wager/action deviations were actually played. Frozen policy itself is unchanged.
- Hand 13: actual website wager corrected from software-entered £20.00 to £15.00, supported by the contemporaneous validation note in the raw capture. Ending bankroll remains observed £2582.00.
- Exposure recalculated from Hand 13 onward by -£5.00; corrected final exposure £730.00. W/L/P, final bankroll, peak, trough and wager above/below classification are otherwise unchanged.
- Hand 29: dealer card ranks/order 4 then 10 retained; dealer suits downgraded to UNKNOWN because the operator explicitly reported the suits were not confidently observed.
- Raw source capture remains preserved separately; these are the smallest evidence-supported corrections. No other card rank/order or observed bankroll value intentionally changed.

PERSONAL-MODE HISTORY ACCESS: recent-table-hand history is hidden by default and, if requested, shown BEFORE the wager; matching-hand history is available only after the current starting cards are known and before the player action.
RECENT TABLE-HAND WINDOW: user-selectable 1-5 previously committed hands from the current session only; the request itself is retained as behavioural evidence and occurs before capital is committed.

OBSERVED INITIAL-HAND INDEX + HISTORICAL OUTCOMES (SUITS EXCLUDED)
HAND_SIGNATURE | 4,K vs 7
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 4,K vs 7 | mode FROZEN | action HIT | result L | bank 2500.00->2485.00 | wager 15.00
HAND_SIGNATURE | 6,8 vs J
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 6,8 vs J | mode FROZEN | action HIT | result L | bank 2485.00->2470.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 2,9 vs 6
HAND_SIGNATURE | 2,9 vs 6
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 2,9 vs 6 | mode HYBRID | action DOUBLE | result W | bank 2470.00->2530.00 | wager 30.00
HAND_SIGNATURE | A,K vs 5
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | A,K vs 5 | mode HYBRID | action NATURAL | result W | bank 2530.00->2567.00 | wager 25.00
HAND_SIGNATURE | 7,K vs 10
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/1/2
HAND_HISTORY | 7,K vs 10 | mode HYBRID | action STAND | result L | bank 2567.00->2552.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 10,10 vs 6
HAND_SIGNATURE | 10,10 vs 6
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 10,10 vs 6 | mode HYBRID | action STAND | result W | bank 2552.00->2577.00 | wager 25.00
HAND_SIGNATURE | 3,5 vs 7
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 3,5 vs 7 | mode HYBRID | action HIT | result L | bank 2577.00->2562.00 | wager 15.00
HAND_SIGNATURE | 6,9 vs J
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 6,9 vs J | mode HYBRID | action STAND | result W | bank 2562.00->2597.00 | wager 35.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 9,K vs Q
HAND_SIGNATURE | 9,K vs Q
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/1/2
HAND_HISTORY | 9,K vs Q | mode HYBRID | action STAND | result P | bank 2597.00->2597.00 | wager 15.00
HAND_SIGNATURE | 5,J vs 3
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 5,J vs 3 | mode HYBRID | action HIT | result L | bank 2597.00->2567.00 | wager 30.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 6,J vs 3
HAND_SIGNATURE | 6,J vs 3
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 6,J vs 3 | mode HYBRID | action STAND | result W | bank 2567.00->2582.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 10,6 vs 2
HAND_SIGNATURE | 10,6 vs 2
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 10,6 vs 2 | mode HYBRID | action STAND | result L | bank 2582.00->2567.00 | wager 15.00
HAND_SIGNATURE | 6,9 vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 6,9 vs 2 | mode HYBRID | action STAND | result W | bank 2567.00->2582.00 | wager 15.00
HAND_SIGNATURE | 7,J vs Q
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/1/2
HAND_HISTORY | 7,J vs Q | mode HYBRID | action STAND | result L | bank 2582.00->2547.00 | wager 35.00
HAND_SIGNATURE | 6,A vs J
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 6,A vs J | mode HYBRID | action HIT | result W | bank 2547.00->2577.00 | wager 30.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 10,10 vs J
HAND_SIGNATURE | 10,10 vs J
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/0/3
HAND_HISTORY | 10,10 vs J | mode HYBRID | action STAND | result W | bank 2577.00->2592.00 | wager 15.00
HAND_SIGNATURE | 5,7 vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/2/0
HAND_HISTORY | 5,7 vs 9 | mode HYBRID | action HIT | result L | bank 2592.00->2577.00 | wager 15.00
HAND_SIGNATURE | 5,J vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 5,J vs A | mode HYBRID | action HIT | result L | bank 2577.00->2562.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 2 | total eligible 2 | signature 7,9 vs 2
HAND_SIGNATURE | 7,9 vs 2
  PRIOR_OCCURRENCES | 2 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/2/0
HAND_HISTORY | 7,9 vs 2 | mode HYBRID | action STAND | result L | bank 2562.00->2532.00 | wager 30.00
HAND_SIGNATURE | 2,9 vs 4
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 2,9 vs 4 | mode HYBRID | action DOUBLE | result W | bank 2532.00->2562.00 | wager 15.00
HAND_SIGNATURE | 10,8 vs K
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/1/2
HAND_HISTORY | 10,8 vs K | mode HYBRID | action STAND | result W | bank 2562.00->2582.00 | wager 20.00
HAND_SIGNATURE | 8,Q vs 3
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 8,Q vs 3 | mode HYBRID | action STAND | result L | bank 2582.00->2567.00 | wager 15.00
HAND_SIGNATURE | 7,J vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 7,J vs 6 | mode HYBRID | action STAND | result P | bank 2567.00->2567.00 | wager 50.00
HAND_SIGNATURE | 2,6 vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 3/0/0
HAND_HISTORY | 2,6 vs 2 | mode HYBRID | action DOUBLE | result L | bank 2567.00->2527.00 | wager 20.00
HAND_SIGNATURE | 8,A vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 8,A vs 6 | mode HYBRID | action STAND | result W | bank 2527.00->2577.00 | wager 50.00
HAND_SIGNATURE | 4,6 vs 8
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 4,6 vs 8 | mode HYBRID | action HIT | result W | bank 2577.00->2592.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 3,7 vs 3
HAND_SIGNATURE | 3,7 vs 3
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 3,7 vs 3 | mode HYBRID | action HIT | result W | bank 2592.00->2607.00 | wager 15.00
HAND_SIGNATURE | A,J vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | A,J vs 2 | mode HYBRID | action NATURAL | result W | bank 2607.00->2652.00 | wager 30.00
HAND_SIGNATURE | 2,8 vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 2,8 vs 6 | mode HYBRID | action STAND | result L | bank 2652.00->2637.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 3,K vs 2
HAND_SIGNATURE | 3,K vs 2
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 3,K vs 2 | mode HYBRID | action STAND | result L | bank 2637.00->2622.00 | wager 15.00

CHRONOLOGICAL CARD DATASET (RECONSTRUCTED DEAL ORDER)
Order rule observed on 247 animation: Player1 -> Dealer hole -> Player2 -> Dealer up -> subsequent player cards -> subsequent dealer draws.
Dealer hole cards are entered later when revealed but are retrospectively placed as the dealer's first dealt card, matching the observed 247 animation.
Split/post-deal cards are retained in operator-entry order; if platform split dealing order differs, that sub-order must be reviewed before deterministic replay.
HAND 1 DEAL-ORDER RECONSTRUCTION
#001 | H01 | PLAYER card 1          | K♣
#002 | H01 | DEALER hole card       | A♣
#003 | H01 | PLAYER card 2          | 4♥
#004 | H01 | DEALER upcard          | 7♥
#005 | H01 | PLAYER post-deal card  | 8♠

HAND 2 DEAL-ORDER RECONSTRUCTION
#006 | H02 | PLAYER card 1          | 6♠
#007 | H02 | DEALER hole card       | 10♦
#008 | H02 | PLAYER card 2          | 8♥
#009 | H02 | DEALER upcard          | J♥
#010 | H02 | PLAYER post-deal card  | Q♥

HAND 3 DEAL-ORDER RECONSTRUCTION
#011 | H03 | PLAYER card 1          | 9♥
#012 | H03 | DEALER hole card       | 10♣
#013 | H03 | PLAYER card 2          | 2♦
#014 | H03 | DEALER upcard          | 6♠
#015 | H03 | PLAYER post-deal card  | 10♦
#016 | H03 | DEALER draw 1          | A♠

HAND 4 DEAL-ORDER RECONSTRUCTION
#017 | H04 | PLAYER card 1          | A♦
#018 | H04 | DEALER hole card       | 3♦
#019 | H04 | PLAYER card 2          | K♦
#020 | H04 | DEALER upcard          | 5♥
#021 | H04 | DEALER draw 1          | 5♣
#022 | H04 | DEALER draw 2          | 9♥

HAND 5 DEAL-ORDER RECONSTRUCTION
#023 | H05 | PLAYER card 1          | 7♦
#024 | H05 | DEALER hole card       | K♦
#025 | H05 | PLAYER card 2          | K♠
#026 | H05 | DEALER upcard          | 10♠

HAND 6 DEAL-ORDER RECONSTRUCTION
#027 | H06 | PLAYER card 1          | 10♦
#028 | H06 | DEALER hole card       | A♣
#029 | H06 | PLAYER card 2          | 10♥
#030 | H06 | DEALER upcard          | 6♦
#031 | H06 | DEALER draw 1          | 8♦
#032 | H06 | DEALER draw 2          | 10♥

HAND 7 DEAL-ORDER RECONSTRUCTION
#033 | H07 | PLAYER card 1          | 3♣
#034 | H07 | DEALER hole card       | 3♥
#035 | H07 | PLAYER card 2          | 5♠
#036 | H07 | DEALER upcard          | 7♣
#037 | H07 | PLAYER post-deal card  | 2♦
#038 | H07 | PLAYER post-deal card  | 3♥
#039 | H07 | DEALER draw 1          | 4♣
#040 | H07 | DEALER draw 2          | 4♥

HAND 8 DEAL-ORDER RECONSTRUCTION
#041 | H08 | PLAYER card 1          | 9♠
#042 | H08 | DEALER hole card       | 3♣
#043 | H08 | PLAYER card 2          | 6♦
#044 | H08 | DEALER upcard          | J♦
#045 | H08 | DEALER draw 1          | 3♦
#046 | H08 | DEALER draw 2          | 7♠

HAND 9 DEAL-ORDER RECONSTRUCTION
#047 | H09 | PLAYER card 1          | K♥
#048 | H09 | DEALER hole card       | 9♥
#049 | H09 | PLAYER card 2          | 9♣
#050 | H09 | DEALER upcard          | Q♥

HAND 10 DEAL-ORDER RECONSTRUCTION
#051 | H10 | PLAYER card 1          | 5♥
#052 | H10 | DEALER hole card       | 3♠
#053 | H10 | PLAYER card 2          | J♦
#054 | H10 | DEALER upcard          | 3♠
#055 | H10 | PLAYER post-deal card  | 7♥

HAND 11 DEAL-ORDER RECONSTRUCTION
#056 | H11 | PLAYER card 1          | J♣
#057 | H11 | DEALER hole card       | 6♥
#058 | H11 | PLAYER card 2          | 6♠
#059 | H11 | DEALER upcard          | 3♦
#060 | H11 | DEALER draw 1          | 5♠
#061 | H11 | DEALER draw 2          | 8♦

HAND 12 DEAL-ORDER RECONSTRUCTION
#062 | H12 | PLAYER card 1          | 6♥
#063 | H12 | DEALER hole card       | 5♠
#064 | H12 | PLAYER card 2          | 10♣
#065 | H12 | DEALER upcard          | 2♣
#066 | H12 | DEALER draw 1          | K♠

HAND 13 DEAL-ORDER RECONSTRUCTION
#067 | H13 | PLAYER card 1          | 9♣
#068 | H13 | DEALER hole card       | 8♥
#069 | H13 | PLAYER card 2          | 6♦
#070 | H13 | DEALER upcard          | 2♠
#071 | H13 | DEALER draw 1          | 4♥
#072 | H13 | DEALER draw 2          | 9♦

HAND 14 DEAL-ORDER RECONSTRUCTION
#073 | H14 | PLAYER card 1          | J♣
#074 | H14 | DEALER hole card       | Q♥
#075 | H14 | PLAYER card 2          | 7♠
#076 | H14 | DEALER upcard          | Q♦

HAND 15 DEAL-ORDER RECONSTRUCTION
#077 | H15 | PLAYER card 1          | 6♦
#078 | H15 | DEALER hole card       | 8♣
#079 | H15 | PLAYER card 2          | A♠
#080 | H15 | DEALER upcard          | J♣
#081 | H15 | PLAYER post-deal card  | 2♣

HAND 16 DEAL-ORDER RECONSTRUCTION
#082 | H16 | PLAYER card 1          | 10♥
#083 | H16 | DEALER hole card       | 8♠
#084 | H16 | PLAYER card 2          | 10♠
#085 | H16 | DEALER upcard          | J♦

HAND 17 DEAL-ORDER RECONSTRUCTION
#086 | H17 | PLAYER card 1          | 7♥
#087 | H17 | DEALER hole card       | J♠
#088 | H17 | PLAYER card 2          | 5♣
#089 | H17 | DEALER upcard          | 9♥
#090 | H17 | PLAYER post-deal card  | A♦
#091 | H17 | PLAYER post-deal card  | J♣

HAND 18 DEAL-ORDER RECONSTRUCTION
#092 | H18 | PLAYER card 1          | J♥
#093 | H18 | DEALER hole card       | 3♠
#094 | H18 | PLAYER card 2          | 5♦
#095 | H18 | DEALER upcard          | A♣
#096 | H18 | PLAYER post-deal card  | Q♠

HAND 19 DEAL-ORDER RECONSTRUCTION
#097 | H19 | PLAYER card 1          | 9♦
#098 | H19 | DEALER hole card       | 5♦
#099 | H19 | PLAYER card 2          | 7♣
#100 | H19 | DEALER upcard          | 2♠
#101 | H19 | DEALER draw 1          | A♣

HAND 20 DEAL-ORDER RECONSTRUCTION
#102 | H20 | PLAYER card 1          | 2♥
#103 | H20 | DEALER hole card       | 3♣
#104 | H20 | PLAYER card 2          | 9♦
#105 | H20 | DEALER upcard          | 4♠
#106 | H20 | PLAYER post-deal card  | K♠
#107 | H20 | DEALER draw 1          | 4♣
#108 | H20 | DEALER draw 2          | 2♦
#109 | H20 | DEALER draw 3          | 7♦

HAND 21 DEAL-ORDER RECONSTRUCTION
#110 | H21 | PLAYER card 1          | 10♠
#111 | H21 | DEALER hole card       | 4♣
#112 | H21 | PLAYER card 2          | 8♥
#113 | H21 | DEALER upcard          | K♣
#114 | H21 | DEALER draw 1          | J♦

HAND 22 DEAL-ORDER RECONSTRUCTION
#115 | H22 | PLAYER card 1          | 8♦
#116 | H22 | DEALER hole card       | A♠
#117 | H22 | PLAYER card 2          | Q♠
#118 | H22 | DEALER upcard          | 3♠
#119 | H22 | DEALER draw 1          | 8♠
#120 | H22 | DEALER draw 2          | 3♥
#121 | H22 | DEALER draw 3          | 4♠

HAND 23 DEAL-ORDER RECONSTRUCTION
#122 | H23 | PLAYER card 1          | 7♣
#123 | H23 | DEALER hole card       | 3♠
#124 | H23 | PLAYER card 2          | J♣
#125 | H23 | DEALER upcard          | 6♠
#126 | H23 | DEALER draw 1          | 8♣

HAND 24 DEAL-ORDER RECONSTRUCTION
#127 | H24 | PLAYER card 1          | 2♠
#128 | H24 | DEALER hole card       | 8♣
#129 | H24 | PLAYER card 2          | 6♠
#130 | H24 | DEALER upcard          | 2♠
#131 | H24 | PLAYER post-deal card  | A♣
#132 | H24 | DEALER draw 1          | Q♠

HAND 25 DEAL-ORDER RECONSTRUCTION
#133 | H25 | PLAYER card 1          | 8♠
#134 | H25 | DEALER hole card       | 10♦
#135 | H25 | PLAYER card 2          | A♣
#136 | H25 | DEALER upcard          | 6♣
#137 | H25 | DEALER draw 1          | 10♥

HAND 26 DEAL-ORDER RECONSTRUCTION
#138 | H26 | PLAYER card 1          | 6♥
#139 | H26 | DEALER hole card       | 3♥
#140 | H26 | PLAYER card 2          | 4♦
#141 | H26 | DEALER upcard          | 8♣
#142 | H26 | PLAYER post-deal card  | J♥
#143 | H26 | DEALER draw 1          | 7♠

HAND 27 DEAL-ORDER RECONSTRUCTION
#144 | H27 | PLAYER card 1          | 3♦
#145 | H27 | DEALER hole card       | 9♣
#146 | H27 | PLAYER card 2          | 7♦
#147 | H27 | DEALER upcard          | 3♦
#148 | H27 | PLAYER post-deal card  | 7♣
#149 | H27 | DEALER draw 1          | 10♠

HAND 28 DEAL-ORDER RECONSTRUCTION
#150 | H28 | PLAYER card 1          | J♠
#151 | H28 | DEALER hole card       | 4♥
#152 | H28 | PLAYER card 2          | A♥
#153 | H28 | DEALER upcard          | 2♠
#154 | H28 | DEALER draw 1          | 7♣
#155 | H28 | DEALER draw 2          | 9♣

HAND 29 DEAL-ORDER RECONSTRUCTION
#156 | H29 | PLAYER card 1          | 2♥
#157 | H29 | DEALER hole card       | 4U
#158 | H29 | PLAYER card 2          | 8♣
#159 | H29 | DEALER upcard          | 6♥
#160 | H29 | DEALER draw 1          | 10U

HAND 30 DEAL-ORDER RECONSTRUCTION
#161 | H30 | PLAYER card 1          | K♠
#162 | H30 | DEALER hole card       | 9♠
#163 | H30 | PLAYER card 2          | 3♠
#164 | H30 | DEALER upcard          | 2♠
#165 | H30 | DEALER draw 1          | K♠


AUDIT LOG

DETERMINISTIC BLACKJACK - LIVE 30-HAND COMPANION
Manual external-session entry | actual platform balance captured before Hand 1 | dynamic £100 research frame | 30-hand reference
SOURCE: 247blackjack.com | PLAY-MONEY | configured 6-deck game
VALIDATION ON: suit required, wager checked, balance arithmetic checked where determinable.
HAND REVIEW ON: rejected/amended current hands roll back before re-entry.
SESSION NAME: First attempt liveplay in GUI version
FROZEN MODE: existing Frozen wager/action prompts remain active.
STARTING BALANCE CHECK: remove/clear ALL wagers or chips from the table before reading the balance.
SESSION START BALANCE CONFIRMED: Platform £2500.00 | research-equivalent £100.00 | session depletion floor £2400.00
SESSION START BALANCE | Platform £2500.00 | Research-equivalent £100.00 | Session depletion floor £2400.00
Cumulative project file: C:\Users\amlania1\Downloads\bjack\liveplay\CLI\output.txt


========== HAND 1 / 30 ==========
SHUFFLE RECORDED before hand 1 | previous segment cards recorded: 0
Bankroll £2500.00 | Research-equivalent available £100.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player K♣,4♥ = 14 | Dealer 7♥
OBSERVED HAND (suits excluded): 4,K vs 7
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN K♣,4♥ = 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | K♣,4♥ vs 7♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | K♣,4♥ | frozen HIT | actual HIT
MAIN BUST at 22
Dealer 7♥,A♣ = soft 18

--- CARD STREAM REVIEW: HAND 1 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#001 | H01 | PLAYER card 1          | KC
#002 | H01 | DEALER hole card       | AC
#003 | H01 | PLAYER card 2          | 4H
#004 | H01 | DEALER upcard          | 7H
#005 | H01 | PLAYER post-deal card  | 8S
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 22 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2485.00
  HAND_HISTORY | 4,K vs 7 | mode FROZEN | action HIT | result L | bank 2500.00->2485.00 | wager 15.00
HAND 01 | 2500.00->2485.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P K♣,4♥,8♠ | D-up 7♥ | D-hidden/draw A♣ | L
Recorded | Peak £2500.00 | Trough £2485.00 | MaxDD £15.00 | Exposure £15.00

========== HAND 2 / 30 ==========
Bankroll £2485.00 | Research-equivalent available £85.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♠,8♥ = 14 | Dealer J♥
OBSERVED HAND (suits excluded): 6,8 vs J | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♠,8♥ = 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♠,8♥ vs J♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♠,8♥ | frozen HIT | actual HIT
MAIN BUST at 24
Dealer J♥,10♦ = 20

--- CARD STREAM REVIEW: HAND 2 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#006 | H02 | PLAYER card 1          | 6S
#007 | H02 | DEALER hole card       | 10D
#008 | H02 | PLAYER card 2          | 8H
#009 | H02 | DEALER upcard          | JH
#010 | H02 | PLAYER post-deal card  | QH
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 24 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2470.00
  HAND_HISTORY | 6,8 vs J | mode FROZEN | action HIT | result L | bank 2485.00->2470.00 | wager 15.00
HAND 02 | 2485.00->2470.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 6♠,8♥,Q♥ | D-up J♥ | D-hidden/draw 10♦ | L
Recorded | Peak £2500.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £30.00

========== HAND 3 / 30 ==========
Bankroll £2470.00 | Research-equivalent available £70.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason OTHER | note several high cards previous 5 cards appearing and dealer had rare 10,10... likely to be a good gamble with low cards across the table...
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 9♥,2♦ = 11 | Dealer 6♠
OBSERVED HAND (suits excluded): 2,9 vs 6 | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 2,9 vs 6
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action DOUBLE | result W | bank 2535.00->2575.00 | wager 20.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 1 (100.0%) | L 0 (0.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 9♥,2♦ = 11 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 9♥,2♦ vs 6♠ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 9♥,2♦ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 9♥,2♦,10♦ = 21
Dealer 6♠,10♣,A♠ = 17

--- CARD STREAM REVIEW: HAND 3 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#011 | H03 | PLAYER card 1          | 9H
#012 | H03 | DEALER hole card       | 10C
#013 | H03 | PLAYER card 2          | 2D
#014 | H03 | DEALER upcard          | 6S
#015 | H03 | PLAYER post-deal card  | 10D
#016 | H03 | DEALER draw 1          | AS
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 21 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2530.00
  HAND_HISTORY | 2,9 vs 6 | mode HYBRID | action DOUBLE | result W | bank 2470.00->2530.00 | wager 30.00
HAND 03 | 2470.00->2530.00 | ref 15.00 actual 30.00 | committed 60.00 | NORMAL | P 9♥,2♦,10♦ | D-up 6♠ | D-hidden/draw 10♣,A♠ | W
Recorded | Peak £2530.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £90.00

========== HAND 4 / 30 ==========
Bankroll £2530.00 | Research-equivalent available £130.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £25.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 25.00 | difference 10.00 | reason OTHER | note this is taken to be higher frozen and its not 15,20 or 30. But it seems dealer will get a neutral card, low card and high card and will bust.. Its likely dealer will get around 13-16 in first two cards and then bust.
Wager: £10.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player A♦,K♦ = soft 21 | Dealer 5♥
OBSERVED HAND (suits excluded): A,K vs 5 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
Player 21/natural: no further player decision entered here.
Dealer 5♥,3♦,5♣,9♥ = 22 BUST

--- CARD STREAM REVIEW: HAND 4 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#017 | H04 | PLAYER card 1          | AD
#018 | H04 | DEALER hole card       | 3D
#019 | H04 | PLAYER card 2          | KD
#020 | H04 | DEALER upcard          | 5H
#021 | H04 | DEALER draw 1          | 5C
#022 | H04 | DEALER draw 2          | 9H
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 21 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
*** BALANCE VALIDATION WARNING ***
Start £2530.00 | committed stake £25.00 | result W | natural blackjack
Expected £2567.50 | entered £2567.00 | difference £-0.50
  VALIDATION OVERRIDE | expected 2567.50 entered 2567.00 | 2567 on the screen
  HAND_HISTORY | A,K vs 5 | mode HYBRID | action NATURAL | result W | bank 2530.00->2567.00 | wager 25.00
HAND 04 | 2530.00->2567.00 | ref 15.00 actual 25.00 | committed 25.00 | NORMAL | P A♦,K♦ | D-up 5♥ | D-hidden/draw 3♦,5♣,9♥ | W
Recorded | Peak £2567.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £115.00

========== HAND 5 / 30 ==========
Bankroll £2567.00 | Research-equivalent available £167.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 7♦,K♠ = 17 | Dealer 10♠
OBSERVED HAND (suits excluded): 7,K vs 10 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 1 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 7♦,K♠ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♦,K♠ vs 10♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♦,K♠ | frozen STAND | actual STAND
Dealer 10♠,K♦ = 20

--- CARD STREAM REVIEW: HAND 5 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#023 | H05 | PLAYER card 1          | 7D
#024 | H05 | DEALER hole card       | KD
#025 | H05 | PLAYER card 2          | KS
#026 | H05 | DEALER upcard          | 10S
TOTAL CARDS RECORDED THIS HAND: 4
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 17 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2552.00
  HAND_HISTORY | 7,K vs 10 | mode HYBRID | action STAND | result L | bank 2567.00->2552.00 | wager 15.00
HAND 05 | 2567.00->2552.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 7♦,K♠ | D-up 10♠ | D-hidden/draw K♦ | L
Recorded | Peak £2567.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £130.00

========== HAND 6 / 30 ==========
Bankroll £2552.00 | Research-equivalent available £152.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £25.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 25.00 | difference 10.00 | reason OTHER | note expecting dealer to get no 10 cards since its been common trend. It might arrive on his third card only and bust.. expecting player to get 10 on his second card and first also low.. and it will be another hit on this to get a neutral or low card and close to 21....
Wager: £10.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 10♦,10♥ = 20 | Dealer 6♦
OBSERVED HAND (suits excluded): 10,10 vs 6 | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 10,10 vs 6
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action STAND | result L | bank 2530.00->2510.00 | wager 20.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 0 (0.0%) | L 1 (100.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 10♦,10♥ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 10♦,10♥ vs 6♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 10♦,10♥ | frozen STAND | actual STAND
Dealer 6♦,A♣,8♦,10♥ = 25 BUST

--- CARD STREAM REVIEW: HAND 6 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#027 | H06 | PLAYER card 1          | 10D
#028 | H06 | DEALER hole card       | AC
#029 | H06 | PLAYER card 2          | 10H
#030 | H06 | DEALER upcard          | 6D
#031 | H06 | DEALER draw 1          | 8D
#032 | H06 | DEALER draw 2          | 10H
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 25
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2577.00
  HAND_HISTORY | 10,10 vs 6 | mode HYBRID | action STAND | result W | bank 2552.00->2577.00 | wager 25.00
HAND 06 | 2552.00->2577.00 | ref 15.00 actual 25.00 | committed 25.00 | NORMAL | P 10♦,10♥ | D-up 6♦ | D-hidden/draw A♣,8♦,10♥ | W
Recorded | Peak £2577.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £155.00

========== HAND 7 / 30 ==========
Bankroll £2577.00 | Research-equivalent available £177.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♣,5♠ = 8 | Dealer 7♣
OBSERVED HAND (suits excluded): 3,5 vs 7 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 3♣,5♠ = 8 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♣,5♠ vs 7♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♣,5♠ | frozen HIT | actual HIT
MAIN 3♣,5♠,2♦ = 10 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♣,5♠,2♦ vs 7♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♣,5♠,2♦ | frozen HIT | actual HIT
MAIN 3♣,5♠,2♦,3♥ = 13 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♣,5♠,2♦,3♥ vs 7♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♣,5♠,2♦,3♥ | frozen HIT | actual STAND
  ACTION DEVIATION RECONCILED NOTE | H7 final decision STAND rather than Frozen HIT | user-confirmed reassignment from earlier H6 label | "I thought it is going to be a 10 bust card... and I expect dealer not to have a 10 as the hole card... and potentially receive it in their third card..."
Dealer 7♣,3♥,4♣,4♥ = 18

--- CARD STREAM REVIEW: HAND 7 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#033 | H07 | PLAYER card 1          | 3C
#034 | H07 | DEALER hole card       | 3H
#035 | H07 | PLAYER card 2          | 5S
#036 | H07 | DEALER upcard          | 7C
#037 | H07 | PLAYER post-deal card  | 2D
#038 | H07 | PLAYER post-deal card  | 3H
#039 | H07 | DEALER draw 1          | 4C
#040 | H07 | DEALER draw 2          | 4H
TOTAL CARDS RECORDED THIS HAND: 8
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 13 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
*** BALANCE VALIDATION WARNING ***
Start £2577.00 | committed stake £15.00 | result L
Expected £2562.00 | entered £2547.00 | difference £-15.00
BALANCE VALIDATED ✓ expected £2562.00
  HAND_HISTORY | 3,5 vs 7 | mode HYBRID | action HIT | result L | bank 2577.00->2562.00 | wager 15.00
HAND 07 | 2577.00->2562.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 3♣,5♠,2♦,3♥ | D-up 7♣ | D-hidden/draw 3♥,4♣,4♥ | L
Recorded | Peak £2577.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £170.00

========== HAND 8 / 30 ==========
Bankroll £2562.00 | Research-equivalent available £162.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £35.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 35.00 | difference 20.00 | reason OTHER | note no 10 cards to be seen whatsoever... and lacking neutral cards... expecting favourable hand of potentially two tens.
Wager: £20.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 9♠,6♦ = 15 | Dealer J♦
OBSERVED HAND (suits excluded): 6,9 vs J | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 9♠,6♦ = 15 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 9♠,6♦ vs J♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 9♠,6♦ | frozen HIT | actual STAND
Dealer J♦,3♣,3♦,7♠ = 23 BUST

--- CARD STREAM REVIEW: HAND 8 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#041 | H08 | PLAYER card 1          | 9S
#042 | H08 | DEALER hole card       | 3C
#043 | H08 | PLAYER card 2          | 6D
#044 | H08 | DEALER upcard          | JD
#045 | H08 | DEALER draw 1          | 3D
#046 | H08 | DEALER draw 2          | 7S
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 15 vs Dealer 23
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2597.00
  HAND_HISTORY | 6,9 vs J | mode HYBRID | action STAND | result W | bank 2562.00->2597.00 | wager 35.00
HAND 08 | 2562.00->2597.00 | ref 15.00 actual 35.00 | committed 35.00 | NORMAL | P 9♠,6♦ | D-up J♦ | D-hidden/draw 3♣,3♦,7♠ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £205.00

========== HAND 9 / 30 ==========
Bankroll £2597.00 | Research-equivalent available £197.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player K♥,9♣ = 19 | Dealer Q♥
OBSERVED HAND (suits excluded): 9,K vs Q | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 9,K vs Q
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action STAND | result W | bank 2510.00->2525.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 1 (100.0%) | L 0 (0.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 1 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN K♥,9♣ = 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | K♥,9♣ vs Q♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | K♥,9♣ | frozen STAND | actual STAND
Dealer Q♥,9♥ = 19

--- CARD STREAM REVIEW: HAND 9 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#047 | H09 | PLAYER card 1          | KH
#048 | H09 | DEALER hole card       | 9H
#049 | H09 | PLAYER card 2          | 9C
#050 | H09 | DEALER upcard          | QH
TOTAL CARDS RECORDED THIS HAND: 4
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PUSH | Player 19 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2597.00
  HAND_HISTORY | 9,K vs Q | mode HYBRID | action STAND | result P | bank 2597.00->2597.00 | wager 15.00
HAND 09 | 2597.00->2597.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P K♥,9♣ | D-up Q♥ | D-hidden/draw 9♥ | P
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £220.00

========== HAND 10 / 30 ==========
Bankroll £2597.00 | Research-equivalent available £197.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason OTHER | note expecting lots low cards and then expecting frozen to make best decision which will be taken after..
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 5♥,J♦ = 15 | Dealer 3♠
OBSERVED HAND (suits excluded): 5,J vs 3 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 5♥,J♦ = 15 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 5♥,J♦ vs 3♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 5♥,J♦ | frozen STAND | actual HIT
MAIN BUST at 22
Dealer 3♠,3♠ = 6

--- CARD STREAM REVIEW: HAND 10 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#051 | H10 | PLAYER card 1          | 5H
#052 | H10 | DEALER hole card       | 3S
#053 | H10 | PLAYER card 2          | JD
#054 | H10 | DEALER upcard          | 3S
#055 | H10 | PLAYER post-deal card  | 7H
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 22 vs Dealer 6
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2567.00
  HAND_HISTORY | 5,J vs 3 | mode HYBRID | action HIT | result L | bank 2597.00->2567.00 | wager 30.00
HAND 10 | 2597.00->2567.00 | ref 15.00 actual 30.00 | committed 30.00 | NORMAL | P 5♥,J♦,7♥ | D-up 3♠ | D-hidden/draw 3♠ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £250.00

========== HAND 11 / 30 ==========
Bankroll £2567.00 | Research-equivalent available £167.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £15.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 15.00 | difference -15.00 | reason OTHER | note feeling is not positive due to recent decline bankroll. feel £30 is too high
Wager: £15.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♣,6♠ = 16 | Dealer 3♦
OBSERVED HAND (suits excluded): 6,J vs 3 | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 6,J vs 3
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action STAND | result W | bank 2560.00->2575.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 1 (100.0%) | L 0 (0.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♣,6♠ = 16 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♣,6♠ vs 3♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♣,6♠ | frozen STAND | actual STAND
Dealer 3♦,6♥,5♠,8♦ = 22 BUST

--- CARD STREAM REVIEW: HAND 11 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#056 | H11 | PLAYER card 1          | JC
#057 | H11 | DEALER hole card       | 6H
#058 | H11 | PLAYER card 2          | 6S
#059 | H11 | DEALER upcard          | 3D
#060 | H11 | DEALER draw 1          | 5S
#061 | H11 | DEALER draw 2          | 8D
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 16 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2582.00
  HAND_HISTORY | 6,J vs 3 | mode HYBRID | action STAND | result W | bank 2567.00->2582.00 | wager 15.00
HAND 11 | 2567.00->2582.00 | ref 30.00 actual 15.00 | committed 15.00 | NORMAL | P J♣,6♠ | D-up 3♦ | D-hidden/draw 6♥,5♠,8♦ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £265.00

========== HAND 12 / 30 ==========
Bankroll £2582.00 | Research-equivalent available £182.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♥,10♣ = 16 | Dealer 2♣
OBSERVED HAND (suits excluded): 10,6 vs 2 | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 10,6 vs 2
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action STAND | result L | bank 2522.00->2507.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 0 (0.0%) | L 1 (100.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♥,10♣ = 16 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♥,10♣ vs 2♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♥,10♣ | frozen STAND | actual STAND
Dealer 2♣,5♠,6♠ = 13
*** DEALER CARD-SEQUENCE INCOMPLETE ***
Dealer is currently 13. A live player hand requires another dealer card before settlement.
  DEALER_SEQUENCE_GUARD | dealer total 13 below 17 before settlement | re-entry required
Please re-check the game screen and enter the COMPLETE dealer hidden/draw sequence.
Dealer 2♣,5♠,K♠ = 17

--- CARD STREAM REVIEW: HAND 12 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#062 | H12 | PLAYER card 1          | 6H
#063 | H12 | DEALER hole card       | 5S
#064 | H12 | PLAYER card 2          | 10C
#065 | H12 | DEALER upcard          | 2C
#066 | H12 | DEALER draw 1          | KS
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 16 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2567.00
  HAND_HISTORY | 10,6 vs 2 | mode HYBRID | action STAND | result L | bank 2582.00->2567.00 | wager 15.00
HAND 12 | 2582.00->2567.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 6♥,10♣ | D-up 2♣ | D-hidden/draw 5♠,K♠ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £280.00

========== HAND 13 / 30 ==========
Bankroll £2567.00 | Research-equivalent available £167.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 15.00 | difference -15.00 | reason OTHER | note hands too volatile, £30 is too high
Wager: £15.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 9♣,6♦ = 15 | Dealer 2♠
OBSERVED HAND (suits excluded): 6,9 vs 2 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 9♣,6♦ = 15 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 9♣,6♦ vs 2♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 9♣,6♦ | frozen STAND | actual STAND
Dealer 2♠,8♥,4♥,9♦ = 23 BUST

--- CARD STREAM REVIEW: HAND 13 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#067 | H13 | PLAYER card 1          | 9C
#068 | H13 | DEALER hole card       | 8H
#069 | H13 | PLAYER card 2          | 6D
#070 | H13 | DEALER upcard          | 2S
#071 | H13 | DEALER draw 1          | 4H
#072 | H13 | DEALER draw 2          | 9D
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 15 vs Dealer 23
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
*** BALANCE VALIDATION WARNING ***
Start £2567.00 | committed stake £15.00 | result W
Expected £2582.00 | entered £2582.00 | difference £0.00
  VALIDATION OVERRIDE | expected 2587.00 entered 2582.00 | it appears £15 was wagered in previous hand... and not £20.. so ensure the wager is changed..
  HAND_HISTORY | 6,9 vs 2 | mode HYBRID | action STAND | result W | bank 2567.00->2582.00 | wager 15.00
HAND 13 | 2567.00->2582.00 | ref 30.00 actual 15.00 | committed 15.00 | NORMAL | P 9♣,6♦ | D-up 2♠ | D-hidden/draw 8♥,4♥,9♦ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £295.00

========== HAND 14 / 30 ==========
Bankroll £2582.00 | Research-equivalent available £182.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £35.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 35.00 | difference 20.00 | reason OTHER | note expecting two potential 10 cards... and opportunity to split..
Wager: £20.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♣,7♠ = 17 | Dealer Q♦
OBSERVED HAND (suits excluded): 7,J vs Q | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 1 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♣,7♠ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♣,7♠ vs Q♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♣,7♠ | frozen STAND | actual STAND
Dealer Q♦,Q♥ = 20

--- CARD STREAM REVIEW: HAND 14 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#073 | H14 | PLAYER card 1          | JC
#074 | H14 | DEALER hole card       | QH
#075 | H14 | PLAYER card 2          | 7S
#076 | H14 | DEALER upcard          | QD
TOTAL CARDS RECORDED THIS HAND: 4
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 17 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2547.00
  HAND_HISTORY | 7,J vs Q | mode HYBRID | action STAND | result L | bank 2582.00->2547.00 | wager 35.00
HAND 14 | 2582.00->2547.00 | ref 15.00 actual 35.00 | committed 35.00 | NORMAL | P J♣,7♠ | D-up Q♦ | D-hidden/draw Q♥ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £50.00 | Exposure £330.00
CARD-STREAM REVIEW: hand 15 rejected before result/bankroll entry; re-entering the hand.
  CARD-STREAM REVIEW | Hand 15 rejected by operator; replacement entry follows.

========== HAND 15 / 30 ==========
Bankroll £2547.00 | Research-equivalent available £147.00 | State NORMAL | FROZEN WAGER £20.00
CHECK: frozen reference is £20.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 20.00 | actual 30.00 | difference 10.00 | reason OTHER | note no recent wins with three cards for player. expecting three card finish
Wager: £10.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♦,A♠ = soft 17 | Dealer J♣
OBSERVED HAND (suits excluded): 6,A vs J | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♦,A♠ = soft 17 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♦,A♠ vs J♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♦,A♠ | frozen HIT | actual HIT
MAIN 6♦,A♠,2♣ = soft 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♦,A♠,2♣ vs J♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♦,A♠,2♣ | frozen STAND | actual STAND
Dealer J♣,8♣ = 18

--- CARD STREAM REVIEW: HAND 15 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#077 | H15 | PLAYER card 1          | 6D
#078 | H15 | DEALER hole card       | 8C
#079 | H15 | PLAYER card 2          | AS
#080 | H15 | DEALER upcard          | JC
#081 | H15 | PLAYER post-deal card  | 2C
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 19 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2577.00
  HAND_HISTORY | 6,A vs J | mode HYBRID | action HIT | result W | bank 2547.00->2577.00 | wager 30.00
HAND 15 | 2547.00->2577.00 | ref 20.00 actual 30.00 | committed 30.00 | NORMAL | P 6♦,A♠,2♣ | D-up J♣ | D-hidden/draw 8♣ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £50.00 | Exposure £360.00

========== HAND 16 / 30 ==========
Bankroll £2577.00 | Research-equivalent available £177.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 10♥,10♠ = 20 | Dealer J♦
OBSERVED HAND (suits excluded): 10,10 vs J | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 10,10 vs J
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action STAND | result W | bank 2620.00->2635.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 1 (100.0%) | L 0 (0.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 0 | High 3
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 10♥,10♠ = 20 | FROZEN POLICY: STAND [FROZEN RESEARCH OVERRIDE: prior SPLIT -> STAND; also TEXTBOOK]
  POLICY SOURCE | MAIN | 10♥,10♠ vs J♦ | STAND | FROZEN RESEARCH OVERRIDE: prior SPLIT -> STAND; also TEXTBOOK
  MAIN | 10♥,10♠ | frozen STAND | actual STAND
Dealer J♦,8♠ = 18

--- CARD STREAM REVIEW: HAND 16 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#082 | H16 | PLAYER card 1          | 10H
#083 | H16 | DEALER hole card       | 8S
#084 | H16 | PLAYER card 2          | 10S
#085 | H16 | DEALER upcard          | JD
TOTAL CARDS RECORDED THIS HAND: 4
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2592.00
  HAND_HISTORY | 10,10 vs J | mode HYBRID | action STAND | result W | bank 2577.00->2592.00 | wager 15.00
HAND 16 | 2577.00->2592.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 10♥,10♠ | D-up J♦ | D-hidden/draw 8♠ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £50.00 | Exposure £375.00

========== HAND 17 / 30 ==========
Bankroll £2592.00 | Research-equivalent available £192.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 7♥,5♣ = 12 | Dealer 9♥
OBSERVED HAND (suits excluded): 5,7 vs 9 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 2 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 7♥,5♣ = 12 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♥,5♣ vs 9♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♥,5♣ | frozen HIT | actual HIT
MAIN 7♥,5♣,A♦ = 13 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♥,5♣,A♦ vs 9♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♥,5♣,A♦ | frozen HIT | actual HIT
MAIN BUST at 23
Dealer 9♥,J♠ = 19

--- CARD STREAM REVIEW: HAND 17 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#086 | H17 | PLAYER card 1          | 7H
#087 | H17 | DEALER hole card       | JS
#088 | H17 | PLAYER card 2          | 5C
#089 | H17 | DEALER upcard          | 9H
#090 | H17 | PLAYER post-deal card  | AD
#091 | H17 | PLAYER post-deal card  | JC
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 23 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2577.00
  HAND_HISTORY | 5,7 vs 9 | mode HYBRID | action HIT | result L | bank 2592.00->2577.00 | wager 15.00
HAND 17 | 2592.00->2577.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 7♥,5♣,A♦,J♣ | D-up 9♥ | D-hidden/draw J♠ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £50.00 | Exposure £390.00

========== HAND 18 / 30 ==========
Bankroll £2577.00 | Research-equivalent available £177.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♥,5♦ = 15 | Dealer A♣
OBSERVED HAND (suits excluded): 5,J vs A | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♥,5♦ = 15 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♥,5♦ vs A♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♥,5♦ | frozen HIT | actual HIT
MAIN BUST at 25
Dealer A♣,3♠ = soft 14

--- CARD STREAM REVIEW: HAND 18 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#092 | H18 | PLAYER card 1          | JH
#093 | H18 | DEALER hole card       | 3S
#094 | H18 | PLAYER card 2          | 5D
#095 | H18 | DEALER upcard          | AC
#096 | H18 | PLAYER post-deal card  | QS
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 25 vs Dealer 14
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2562.00
  HAND_HISTORY | 5,J vs A | mode HYBRID | action HIT | result L | bank 2577.00->2562.00 | wager 15.00
HAND 18 | 2577.00->2562.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P J♥,5♦,Q♠ | D-up A♣ | D-hidden/draw 3♠ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £50.00 | Exposure £405.00

========== HAND 19 / 30 ==========
Bankroll £2562.00 | Research-equivalent available £162.00 | State NORMAL | FROZEN WAGER £30.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 9♦,7♣ = 16 | Dealer 2♠
OBSERVED HAND (suits excluded): 7,9 vs 2 | appeared before in project output: 2 time(s)
CURRENT STARTING HAND | 7,9 vs 2
PREVIOUS MATCHES | showing most recent 2 of 2
  PREVIOUS 1 | mode FROZEN | action STAND | result L | bank 2589.00->2574.00 | wager 15.00
  PREVIOUS 2 | mode FROZEN | action STAND | result W | bank 2342.00->2357.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 2 | W 1 (50.0%) | L 1 (50.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 2 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 9♦,7♣ = 16 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 9♦,7♣ vs 2♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 9♦,7♣ | frozen STAND | actual STAND
Dealer 2♠,5♦,A♣ = soft 18

--- CARD STREAM REVIEW: HAND 19 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#097 | H19 | PLAYER card 1          | 9D
#098 | H19 | DEALER hole card       | 5D
#099 | H19 | PLAYER card 2          | 7C
#100 | H19 | DEALER upcard          | 2S
#101 | H19 | DEALER draw 1          | AC
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 16 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2532.00
  HAND_HISTORY | 7,9 vs 2 | mode HYBRID | action STAND | result L | bank 2562.00->2532.00 | wager 30.00
HAND 19 | 2562.00->2532.00 | ref 30.00 actual 30.00 | committed 30.00 | NORMAL | P 9♦,7♣ | D-up 2♠ | D-hidden/draw 5♦,A♣ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £65.00 | Exposure £435.00

========== HAND 20 / 30 ==========
Bankroll £2532.00 | Research-equivalent available £132.00 | State NORMAL | FROZEN WAGER £20.00
CHECK: frozen reference is £20.00 but entered wager is £15.00.
  WAGER DEVIATION | frozen_reference 20.00 | actual 15.00 | difference -5.00 | reason OTHER | note want to keep above the low profit.. will try to use decisions as oppose to wager to elevate bankrolls
Wager: £5.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♥,9♦ = 11 | Dealer 4♠
OBSERVED HAND (suits excluded): 2,9 vs 4 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 2♥,9♦ = 11 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♥,9♦ vs 4♠ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♥,9♦ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 2♥,9♦,K♠ = 21
Dealer 4♠,3♣,4♣,2♦,7♦ = 20

--- CARD STREAM REVIEW: HAND 20 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#102 | H20 | PLAYER card 1          | 2H
#103 | H20 | DEALER hole card       | 3C
#104 | H20 | PLAYER card 2          | 9D
#105 | H20 | DEALER upcard          | 4S
#106 | H20 | PLAYER post-deal card  | KS
#107 | H20 | DEALER draw 1          | 4C
#108 | H20 | DEALER draw 2          | 2D
#109 | H20 | DEALER draw 3          | 7D
TOTAL CARDS RECORDED THIS HAND: 8
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 21 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2562.00
  HAND_HISTORY | 2,9 vs 4 | mode HYBRID | action DOUBLE | result W | bank 2532.00->2562.00 | wager 15.00
HAND 20 | 2532.00->2562.00 | ref 20.00 actual 15.00 | committed 30.00 | NORMAL | P 2♥,9♦,K♠ | D-up 4♠ | D-hidden/draw 3♣,4♣,2♦,7♦ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £65.00 | Exposure £465.00

========== HAND 21 / 30 ==========
Bankroll £2562.00 | Research-equivalent available £162.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 20.00 | difference -10.00 | reason OTHER | note £30 seems too high, unsure how the 10 cards will scatter. there is only 1 in last 8 cards...
Wager: £10.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 10♠,8♥ = 18 | Dealer K♣
OBSERVED HAND (suits excluded): 10,8 vs K | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 1 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 10♠,8♥ = 18 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 10♠,8♥ vs K♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 10♠,8♥ | frozen STAND | actual STAND
Dealer K♣,4♣,J♦ = 24 BUST

--- CARD STREAM REVIEW: HAND 21 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#110 | H21 | PLAYER card 1          | 10S
#111 | H21 | DEALER hole card       | 4C
#112 | H21 | PLAYER card 2          | 8H
#113 | H21 | DEALER upcard          | KC
#114 | H21 | DEALER draw 1          | JD
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 18 vs Dealer 24
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2582.00
  HAND_HISTORY | 10,8 vs K | mode HYBRID | action STAND | result W | bank 2562.00->2582.00 | wager 20.00
HAND 21 | 2562.00->2582.00 | ref 30.00 actual 20.00 | committed 20.00 | NORMAL | P 10♠,8♥ | D-up K♣ | D-hidden/draw 4♣,J♦ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £65.00 | Exposure £485.00

========== HAND 22 / 30 ==========
Bankroll £2582.00 | Research-equivalent available £182.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♦,Q♠ = 18 | Dealer 3♠
OBSERVED HAND (suits excluded): 8,Q vs 3 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 8♦,Q♠ = 18 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 8♦,Q♠ vs 3♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♦,Q♠ | frozen STAND | actual STAND
Dealer 3♠,A♠,8♠,3♥,4♠ = 19

--- CARD STREAM REVIEW: HAND 22 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#115 | H22 | PLAYER card 1          | 8D
#116 | H22 | DEALER hole card       | AS
#117 | H22 | PLAYER card 2          | QS
#118 | H22 | DEALER upcard          | 3S
#119 | H22 | DEALER draw 1          | 8S
#120 | H22 | DEALER draw 2          | 3H
#121 | H22 | DEALER draw 3          | 4S
TOTAL CARDS RECORDED THIS HAND: 7
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 18 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2567.00
  HAND_HISTORY | 8,Q vs 3 | mode HYBRID | action STAND | result L | bank 2582.00->2567.00 | wager 15.00
HAND 22 | 2582.00->2567.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 8♦,Q♠ | D-up 3♠ | D-hidden/draw A♠,8♠,3♥,4♠ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £65.00 | Exposure £500.00

========== HAND 23 / 30 ==========
Bankroll £2567.00 | Research-equivalent available £167.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £50.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 50.00 | difference 20.00 | reason OTHER | note will try to force a result and climb bankroll massively to previous peak
Wager: £20.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 7♣,J♣ = 17 | Dealer 6♠
OBSERVED HAND (suits excluded): 7,J vs 6 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 7♣,J♣ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♣,J♣ vs 6♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 7♣,J♣ | frozen STAND | actual STAND
Dealer 6♠,3♠,8♣ = 17

--- CARD STREAM REVIEW: HAND 23 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#122 | H23 | PLAYER card 1          | 7C
#123 | H23 | DEALER hole card       | 3S
#124 | H23 | PLAYER card 2          | JC
#125 | H23 | DEALER upcard          | 6S
#126 | H23 | DEALER draw 1          | 8C
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PUSH | Player 17 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2567.00
  HAND_HISTORY | 7,J vs 6 | mode HYBRID | action STAND | result P | bank 2567.00->2567.00 | wager 50.00
HAND 23 | 2567.00->2567.00 | ref 30.00 actual 50.00 | committed 50.00 | NORMAL | P 7♣,J♣ | D-up 6♠ | D-hidden/draw 3♠,8♣ | P
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £65.00 | Exposure £550.00

========== HAND 24 / 30 ==========
Bankroll £2567.00 | Research-equivalent available £167.00 | State NORMAL | FROZEN WAGER £30.00
CHECK: frozen reference is £30.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 30.00 | actual 20.00 | difference -10.00 | reason OTHER | note will take opportunity to double down unorthodox if possible since rare 10 occurences.
Wager: £10.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♠,6♠ = 8 | Dealer 2♠
OBSERVED HAND (suits excluded): 2,6 vs 2 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 3 | Neutral 0 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 2♠,6♠ = 8 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♠,6♠ vs 2♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♠,6♠ | frozen HIT | actual DOUBLE
MAIN after DOUBLE: 2♠,6♠,A♣ = soft 19
Dealer 2♠,8♣,Q♠ = 20

--- CARD STREAM REVIEW: HAND 24 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#127 | H24 | PLAYER card 1          | 2S
#128 | H24 | DEALER hole card       | 8C
#129 | H24 | PLAYER card 2          | 6S
#130 | H24 | DEALER upcard          | 2S
#131 | H24 | PLAYER post-deal card  | AC
#132 | H24 | DEALER draw 1          | QS
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

Allowed: YN
RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 19 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2527.00
  HAND_HISTORY | 2,6 vs 2 | mode HYBRID | action DOUBLE | result L | bank 2567.00->2527.00 | wager 20.00
HAND 24 | 2567.00->2527.00 | ref 30.00 actual 20.00 | committed 40.00 | NORMAL | P 2♠,6♠,A♣ | D-up 2♠ | D-hidden/draw 8♣,Q♠ | L
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £70.00 | Exposure £590.00

========== HAND 25 / 30 ==========
Bankroll £2527.00 | Research-equivalent available £127.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £50.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 50.00 | difference 35.00 | reason OTHER | note to climb above the £100 initial bankroll significantly
Wager: £35.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♠,A♣ = soft 19 | Dealer 6♣
OBSERVED HAND (suits excluded): 8,A vs 6 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 8♠,A♣ = soft 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 8♠,A♣ vs 6♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♠,A♣ | frozen STAND | actual STAND
Dealer 6♣,10♦,10♥ = 26 BUST

--- CARD STREAM REVIEW: HAND 25 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#133 | H25 | PLAYER card 1          | 8S
#134 | H25 | DEALER hole card       | 10D
#135 | H25 | PLAYER card 2          | AC
#136 | H25 | DEALER upcard          | 6C
#137 | H25 | DEALER draw 1          | 10H
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 19 vs Dealer 26
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2577.00
  HAND_HISTORY | 8,A vs 6 | mode HYBRID | action STAND | result W | bank 2527.00->2577.00 | wager 50.00
HAND 25 | 2527.00->2577.00 | ref 15.00 actual 50.00 | committed 50.00 | NORMAL | P 8♠,A♣ | D-up 6♣ | D-hidden/draw 10♦,10♥ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £70.00 | Exposure £640.00

========== HAND 26 / 30 ==========
Bankroll £2577.00 | Research-equivalent available £177.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♥,4♦ = 10 | Dealer 8♣
OBSERVED HAND (suits excluded): 4,6 vs 8 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♥,4♦ = 10 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♥,4♦ vs 8♣ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♥,4♦ | frozen DOUBLE | actual HIT
MAIN 6♥,4♦,J♥ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♥,4♦,J♥ vs 8♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♥,4♦,J♥ | frozen STAND | actual STAND
Dealer 8♣,3♥,7♠ = 18

--- CARD STREAM REVIEW: HAND 26 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#138 | H26 | PLAYER card 1          | 6H
#139 | H26 | DEALER hole card       | 3H
#140 | H26 | PLAYER card 2          | 4D
#141 | H26 | DEALER upcard          | 8C
#142 | H26 | PLAYER post-deal card  | JH
#143 | H26 | DEALER draw 1          | 7S
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2592.00
  HAND_HISTORY | 4,6 vs 8 | mode HYBRID | action HIT | result W | bank 2577.00->2592.00 | wager 15.00
HAND 26 | 2577.00->2592.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 6♥,4♦,J♥ | D-up 8♣ | D-hidden/draw 3♥,7♠ | W
Recorded | Peak £2597.00 | Trough £2470.00 | MaxDD £70.00 | Exposure £655.00
CARD-STREAM REVIEW: hand 27 rejected before result/bankroll entry; re-entering the hand.
  CARD-STREAM REVIEW | Hand 27 rejected by operator; replacement entry follows.
CARD-STREAM REVIEW: hand 27 rejected before result/bankroll entry; re-entering the hand.
  CARD-STREAM REVIEW | Hand 27 rejected by operator; replacement entry follows.

========== HAND 27 / 30 ==========
Bankroll £2592.00 | Research-equivalent available £192.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♦,7♦ = 10 | Dealer 3♦
OBSERVED HAND (suits excluded): 3,7 vs 3 | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 3,7 vs 3
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action DOUBLE | result W | bank 2580.00->2610.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 1 (100.0%) | L 0 (0.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 3♦,7♦ = 10 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♦,7♦ vs 3♦ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♦,7♦ | frozen DOUBLE | actual HIT
MAIN 3♦,7♦,7♣ = 17 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♦,7♦,7♣ vs 3♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♦,7♦,7♣ | frozen STAND | actual STAND
Dealer 3♦,9♣,10♠ = 22 BUST

--- CARD STREAM REVIEW: HAND 27 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#144 | H27 | PLAYER card 1          | 3D
#145 | H27 | DEALER hole card       | 9C
#146 | H27 | PLAYER card 2          | 7D
#147 | H27 | DEALER upcard          | 3D
#148 | H27 | PLAYER post-deal card  | 7C
#149 | H27 | DEALER draw 1          | 10S
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 17 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2607.00
  HAND_HISTORY | 3,7 vs 3 | mode HYBRID | action HIT | result W | bank 2592.00->2607.00 | wager 15.00
HAND 27 | 2592.00->2607.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 3♦,7♦,7♣ | D-up 3♦ | D-hidden/draw 9♣,10♠ | W
Recorded | Peak £2607.00 | Trough £2470.00 | MaxDD £70.00 | Exposure £670.00

========== HAND 28 / 30 ==========
Bankroll £2607.00 | Research-equivalent available £207.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £30.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 30.00 | difference 15.00 | reason OTHER | note expecting two card finish by player or dealer.. hoping player
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♠,A♥ = soft 21 | Dealer 2♠
OBSERVED HAND (suits excluded): A,J vs 2 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
Player 21/natural: no further player decision entered here.
Dealer 2♠,4♥,7♣,9♣ = 22 BUST

--- CARD STREAM REVIEW: HAND 28 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#150 | H28 | PLAYER card 1          | JS
#151 | H28 | DEALER hole card       | 4H
#152 | H28 | PLAYER card 2          | AH
#153 | H28 | DEALER upcard          | 2S
#154 | H28 | DEALER draw 1          | 7C
#155 | H28 | DEALER draw 2          | 9C
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 21 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2652.00
  HAND_HISTORY | A,J vs 2 | mode HYBRID | action NATURAL | result W | bank 2607.00->2652.00 | wager 30.00
HAND 28 | 2607.00->2652.00 | ref 15.00 actual 30.00 | committed 30.00 | NORMAL | P J♠,A♥ | D-up 2♠ | D-hidden/draw 4♥,7♣,9♣ | W
Recorded | Peak £2652.00 | Trough £2470.00 | MaxDD £70.00 | Exposure £700.00

========== HAND 29 / 30 ==========
Bankroll £2652.00 | Research-equivalent available £252.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♥,8♣ = 10 | Dealer 6♥
OBSERVED HAND (suits excluded): 2,8 vs 6 | appeared before in project output: 0 time(s)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 1 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 2♥,8♣ = 10 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♥,8♣ vs 6♥ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♥,8♣ | frozen DOUBLE | actual STAND
Dealer 6♥,4U,10U = 20  [dealer suits uncertain; ranks/order retained]

--- CARD STREAM REVIEW: HAND 29 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#156 | H29 | PLAYER card 1          | 2H
#157 | H29 | DEALER hole card       | 4U
#158 | H29 | PLAYER card 2          | 8C
#159 | H29 | DEALER upcard          | 6H
#160 | H29 | DEALER draw 1          | 10U
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 10 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
*** BALANCE VALIDATION WARNING ***
Start £2652.00 | committed stake £15.00 | result L
Expected £2637.00 | entered £2622.00 | difference £-15.00
BALANCE VALIDATED ✓ expected £2637.00
  HAND_HISTORY | 2,8 vs 6 | mode HYBRID | action STAND | result L | bank 2652.00->2637.00 | wager 15.00
HAND 29 | 2652.00->2637.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 2♥,8♣ | D-up 6♥ | D-hidden/draw 4U,10U | L
Recorded | Peak £2652.00 | Trough £2470.00 | MaxDD £70.00 | Exposure £715.00

========== HAND 30 / 30 ==========
SHUFFLE RECORDED before hand 30 | previous segment cards recorded: 162
Bankroll £2637.00 | Research-equivalent available £237.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player K♠,3♠ = 13 | Dealer 2♠
OBSERVED HAND (suits excluded): 3,K vs 2 | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 3,K vs 2
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action STAND | result L | bank 2665.00->2650.00 | wager 15.00
ALL PREVIOUS OCCURRENCES | TOTAL 1 | W 0 (0.0%) | L 1 (100.0%) | P 0 (0.0%)
CARD MIX before current visible hand since last recorded shuffle: Low 0 | Neutral 0 | High 0
CARD MIX current visible hand (P1 + P2 + dealer up): Low 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN K♠,3♠ = 13 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | K♠,3♠ vs 2♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | K♠,3♠ | frozen STAND | actual STAND
Dealer 2♠,9♠,K♠ = 21 21

--- CARD STREAM REVIEW: HAND 30 ---
Reconstructed physical deal order (not the order you typed hidden cards):
Suit key: S=Spades, H=Hearts, D=Diamonds, C=Clubs, U=Unknown. Suits are shown in ASCII so they cannot disappear in the console.
#161 | H30 | PLAYER card 1          | KS
#162 | H30 | DEALER hole card       | 9S
#163 | H30 | PLAYER card 2          | 3S
#164 | H30 | DEALER upcard          | 2S
#165 | H30 | DEALER draw 1          | KS
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 13 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2622.00
  HAND_HISTORY | 3,K vs 2 | mode HYBRID | action STAND | result L | bank 2637.00->2622.00 | wager 15.00
HAND 30 | 2637.00->2622.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P K♠,3♠ | D-up 2♠ | D-hidden/draw 9♠,K♠ | L
Recorded | Peak £2652.00 | Trough £2470.00 | MaxDD £70.00 | Exposure £730.00


================ SESSION 9 HUMAN-MINDSET / UAT RECONCILIATION ADDENDUM ================
Boundary: notes below are operator-supplied contemporaneous/post-hand reflections from the live UAT conversation. They are narrative evidence, not claims of predictive card knowledge. Card/action/wager statements were checked against the authoritative hand trace before inclusion.

HAND 7 ACTION-DEVIATION NOTE — USER-CONFIRMED H6→H7 REASSIGNMENT: Authoritative H7 reached 3+5+2+3=13 vs dealer 7; Frozen HIT and actual STAND. The player stated: “I thought it is going to be a 10 bust card... and I expect dealer not to have a 10 as the hole card... and potentially receive it in their third card...” This note was originally labelled H6 during live play because the hand number was not continuously visible; after post-session trace review the player explicitly reassigned it to H7. H6 itself was 10+10=20 vs dealer 6, Frozen STAND / actual STAND, so the note is not attached to H6.
HAND 8 ACTION-DEVIATION NOTE: Dealer had been receiving many high hole cards; player expected a lower dealer hole card and possible later bust/low-card continuation, so chose STAND on 15 vs dealer J instead of Frozen HIT.
HAND 10 ACTION-DEVIATION NOTE: Player expected a low dealer hole card and expected the next player card to be neutral rather than 10-value, so chose HIT on 15 vs dealer 3 instead of Frozen STAND.
HAND 11 PROSPECTIVE NOTE: Player intended to play the next few hands as close to Frozen as possible.
HAND 16 POST-HAND REFLECTION: In hindsight it felt like a missed opportunity to climb the bankroll because the hand felt likely to be strong, but the wager was small. Player would not force the issue on upcoming hands to recover that missed opportunity and intended to remain aligned with Frozen.
HAND 19 POST-HAND REFLECTION: The £30 wager did not feel comfortable and a rebound did not seem likely, but the player followed Frozen and lost. Player stated an intention not to chase with massive wagers, to rebuild more gradually through wager sizing, while still changing individual play decisions where considered appropriate.
HAND 22 POST-HAND REFLECTION / PROSPECTIVE INTENTION: The hand felt unusually long and the dealer received a long stream of cards before winning. Player then stated an intention to increase the next wager substantially and try to force a result.
HAND 24 POST-HAND REFLECTION: Player felt aggrieved that a 19 lost to dealer 20. Actual £20 base wager was doubled to £40 total exposure; Frozen base was £30 and Frozen action was HIT. On the observed card sequence Frozen HIT would also reach 19 and lose £30, so the played result lost £10 more than the Frozen wager. A £30 double would have exposed £60, £20 more than actually lost. Player considered the outcome acceptable and intended another high-risk wager to climb the bankroll.
HAND 25 POST-HAND REFLECTION / PROSPECTIVE INTENTION: Big win. Player noted a perceived recent lack of low cards and recent two-card wins, and did not want to risk several low cards producing risky three-/four-card finishes.
HAND 26 ACTION-DEVIATION NOTE: On 6+4=10 vs dealer 8, Frozen DOUBLE; actual HIT. Player cited the severe recent number of 10-value cards, uncertainty whether the dealer would receive a low hole card before busting, and the possibility of receiving a 10 immediately. HIT without doubling was chosen to limit exposure.
HAND 26 POST-HAND REFLECTION: Player regretted not doubling after the win but still considered the lower exposure sensible at the decision point. The session felt like a total battle between Frozen and Hybrid choices. The stated target was to finish above £100 profit without pushing risk much further.
HAND 27 POST-HAND REFLECTION: Player had even considered STAND on 3+7=10 vs dealer 3, recognised that as highly unconventional, but chose HIT rather than the Frozen DOUBLE to protect the bankroll/profit target.
HAND 27 VERIFIED POINTER COUNTERFACTUAL: If the player had STOOD, the dealer would have held 3+9=12 and the next same-segment card was 7, producing dealer 19 while player remained 10. The earlier mental arithmetic “17” is corrected to 19. This counterfactual is source-supported within the same pre-shuffle segment.
HAND 27 POINTER-AWARENESS NOTE: Player stated this was the first time in the session they consciously considered the shoe/card-stream pointer and how a decision could change subsequent card allocation.
HAND 27 PROSPECTIVE NOTE: Player perceived a recent lack of 10-value cards and several recent three-card player wins, expected an upcoming hand might resolve in two cards for either player or dealer, and was prepared to take a slightly increased wager risk.
HAND 28 POST-HAND REFLECTION: The prior two-card expectation felt correct to the player and the £30 wager produced a player natural J+A with a 3:2 payout. The player contemporaneously remembered this as the “first blackjack in session” and expressed no regret about not wagering more because of the enhanced 3:2 payout. AUDIT CONTEXT: the recollection was factually mistaken—Hand 4 was already A+K natural. The mistaken recollection is deliberately retained as human-mindset evidence because it shows the player had forgotten an earlier event during live play; it is not treated as a factual claim that H28 was the first blackjack.
HAND 29 ACTION-DEVIATION NOTE: On 2+8=10 vs dealer 6, Frozen DOUBLE; actual STAND. Player expected high cards, hoped the dealer would bust, and felt the next card might be more beneficial to the dealer than the player, so deliberately risked standing.
HAND 29 POST-HAND REFLECTION: The decision backfired; dealer ranks were 6 + 4 + 10 = 20 while player remained 10. If player had HIT/DOUBLED, the recorded 10 would have gone to the player for 20 and dealer would have been 6+4=10, but the next required dealer card is unavailable within the pre-shuffle source segment.
HAND 29 EVIDENCE-QUALITY NOTE: Dealer card suits were not confidently caught on screen; recorded H29 dealer suits are therefore treated as unknown/recollection rather than exact observed suit evidence.
HAND 30 POST-HAND REFLECTION: Player finished above the £100-profit target and was disappointed by the final two losses, but was glad not to take additional risk simply to force a higher final bankroll.
HAND 29→30 COUNTERFACTUAL BOUNDARY: Hand 30 begins after an explicitly observed shuffle. Its first captured card is K♠, but that post-shuffle K♠ cannot be transplanted backwards as the missing next dealer card of the Hand 29 counterfactual. Therefore the player’s retrospective belief that H29 would have become a push is retained only as a human reflection, NOT as a verified deterministic result. Likewise, an alternative H30 opening produced by shifting the pre-shuffle H29 pointer is not source-verifiable across the observed shuffle reset.

RECONCILIATION STATUS: all mapped notes above are hand-state consistent. The earlier note labelled H6 has been explicitly reassigned by the player to H7 after trace review; H6 remains unchanged. H28 “first blackjack” is retained as a mistaken contemporaneous recollection while H4 remains the factual first natural. H29/H30 counterfactual is stopped at the observed shuffle boundary.
================ END SESSION 9 HUMAN-MINDSET / UAT RECONCILIATION ADDENDUM ================

================ STRUCTURED HUMAN-MINDSET EVENT STREAM | SCHEMA V1 ================
Purpose: machine-readable chronology for a future GUI mindset replay. The event stream supplements, and never replaces, authoritative wager/action/card/outcome evidence.
Replay placement rule: STAGE WAGER appears with the wager decision before the deal; STAGE ACTION appears at the exact player decision before outcome; STAGE POST_HAND appears only after settlement and before the next hand/session end; STAGE AUDIT is never shown as if it had been known live.
Fields: MINDSET_EVENT | Hxx | STAGE <WAGER/ACTION/POST_HAND/AUDIT> | TYPE <semantic category> | TIMING <evidence-time boundary> | SOURCE <capture provenance> | TEXT <escaped text>.
Escaping: a literal field separator inside TEXT is written as \|. Future parsers should unescape it only after splitting fields.
Temporal integrity: factual inputs may later be corrected through an audit record; contemporaneous mental reasoning is immutable once captured. Post-session AUDIT events may qualify or correct factual interpretation but must not rewrite the original live thought.
================ END STRUCTURED HUMAN-MINDSET EVENT STREAM | SCHEMA V1 ================
MINDSET_EVENT | H03 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00; several high cards previous 5 cards appearing and dealer had rare 10,10... likely to be a good gamble with low cards across the table...
MINDSET_EVENT | H04 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £25.00; this is taken to be higher frozen and its not 15,20 or 30. But it seems dealer will get a neutral card, low card and high card and will bust.. Its likely dealer will get around 13-16 in first two cards and then bust.
MINDSET_EVENT | H06 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £25.00; expecting dealer to get no 10 cards since its been common trend. It might arrive on his third card only and bust.. expecting player to get 10 on his second card and first also low.. and it will be another hit on this to get a neutral or low card and close to 21....
MINDSET_EVENT | H08 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £35.00; no 10 cards to be seen whatsoever... and lacking neutral cards... expecting favourable hand of potentially two tens.
MINDSET_EVENT | H10 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00; expecting lots low cards and then expecting frozen to make best decision which will be taken after..
MINDSET_EVENT | H11 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £15.00; feeling is not positive due to recent decline bankroll. feel £30 is too high
MINDSET_EVENT | H13 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £15.00; hands too volatile, £30 is too high
MINDSET_EVENT | H14 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £35.00; expecting two potential 10 cards... and opportunity to split..
MINDSET_EVENT | H15 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £20.00 -> actual £30.00; no recent wins with three cards for player. expecting three card finish
MINDSET_EVENT | H20 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £20.00 -> actual £15.00; want to keep above the low profit.. will try to use decisions as oppose to wager to elevate bankrolls
MINDSET_EVENT | H21 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £20.00; £30 seems too high, unsure how the 10 cards will scatter. there is only 1 in last 8 cards...
MINDSET_EVENT | H23 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £50.00; will try to force a result and climb bankroll massively to previous peak
MINDSET_EVENT | H24 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £30.00 -> actual £20.00; will take opportunity to double down unorthodox if possible since rare 10 occurences.
MINDSET_EVENT | H25 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £50.00; to climb above the £100 initial bankroll significantly
MINDSET_EVENT | H28 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00; expecting two card finish by player or dealer.. hoping player
MINDSET_EVENT | H07 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT Frozen HIT -> actual STAND on 3+5+2+3=13 vs dealer 7. I thought it is going to be a 10 bust card... and I expect dealer not to have a 10 as the hole card... and potentially receive it in their third card...
MINDSET_EVENT | H08 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT Frozen HIT -> actual STAND on 15 vs dealer J. Dealer had been getting lots of high hole cards; expected dealer to get a low hole card and potentially bust / receive a low card.
MINDSET_EVENT | H10 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT Frozen STAND -> actual HIT on 15 vs dealer 3. Expected dealer to have a low hole card and expected the next player card to be neutral and not 10.
MINDSET_EVENT | H11 | STAGE POST_HAND | TYPE PROSPECTIVE_INTENTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT play next few hands as close to frozen as possible.
MINDSET_EVENT | H16 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT In hindsight, it felt like a missed opportunity to climb the bankroll since it felt like Hand 16 would be a strong hand but I betted too little. I am not going to force the issue in the upcoming hand to try to gain extra; I will stay aligned to Frozen.
MINDSET_EVENT | H19 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT It did not feel comfortable at £30 and it did not seem rebound was possible, but I decided to follow Frozen and unfortunately lost. I am not going to chase massive wagers to recover; I will try to build up slowly wager-wise but change decisions where considered appropriate.
MINDSET_EVENT | H22 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT A massively long hand and it stands out from other sessions. Dealer received a massive stream of cards and it seemed a lucky outcome. I will increase wager massively and force a result.
MINDSET_EVENT | H24 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT I feel aggrieved that with 19 dealer managed to get 20 with two additional cards. In practice it is extra £10 lost than Frozen £30 wager. Doubling on £30 would have created £20 loss, so acceptable outcome. Will try another high risk wager to climb bankroll.
MINDSET_EVENT | H25 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT Big win, not many low cards recently, and recently been winning with two cards, so not going to risk several low cards which might create 3/4-card risky finishes.
MINDSET_EVENT | H26 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT Frozen DOUBLE -> actual HIT on 6+4=10 vs dealer 8 due to severe amount of 10 cards and uncertainty if dealer will get low hole card before bust, or player will get 10 straight away; minimising loss and not doubling.
MINDSET_EVENT | H26 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT In hindsight I regret not doubling, but it still felt sensible to limit risk as the extra exposure did not seem proportional. It has been a total battle and I have felt torn between Frozen and Hybrid choices. My ultimate target now is to finish above £100 profit, without pushing the risk much further to achieve it.
MINDSET_EVENT | H27 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT Was thinking of even standing on 3+7 against dealer 3 which is totally anti-blackjack, but chose to hit to keep bankroll close to £100 profit target.
MINDSET_EVENT | H27 | STAGE POST_HAND | TYPE POINTER_AWARENESS | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT First time during the session I consciously became observant of the shoe/card-stream pointer itself and considered how my decision could alter which subsequent cards would be allocated to player and dealer.
MINDSET_EVENT | H27 | STAGE POST_HAND | TYPE PROSPECTIVE_INTENTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT There appears to have been a recent lack of 10-value cards, while the player has recently had several wins requiring three cards. I have a feeling an upcoming hand may be decided with only two cards, whether player or dealer. I am prepared to take a slightly increased wager risk on that basis.
MINDSET_EVENT | H27 | STAGE AUDIT | TYPE VERIFIED_COUNTERFACTUAL | TIMING POST_SESSION_AUDIT | SOURCE AUDIT_RECONCILIATION | TEXT If player had STOOD on 3+7=10, dealer would have 3+9=12 and next same-segment card 7, reaching dealer 19. Earlier mental arithmetic of 17 corrected to 19.
MINDSET_EVENT | H28 | STAGE POST_HAND | TYPE POST_HAND_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT My instinct from the previous hand felt correct. The hand produced what I remembered at the time as the first player blackjack of the session. I have no regrets about not increasing the wager further, because the blackjack itself provided the enhanced 3:2 payout.
MINDSET_EVENT | H28 | STAGE AUDIT | TYPE MEMORY_CONTEXT | TIMING POST_SESSION_AUDIT | SOURCE AUDIT_RECONCILIATION | TEXT The contemporaneous first-blackjack recollection was mistaken: Hand 4 was already A+K natural. The mistaken recollection is deliberately retained as human-memory evidence, not corrected out of the mindset record.
MINDSET_EVENT | H29 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT Frozen DOUBLE -> actual STAND on 2+8=10 vs dealer 6. Expected two high cards and possible dealer bust; felt the next card might be more beneficial to dealer, so risked standing.
MINDSET_EVENT | H29 | STAGE POST_HAND | TYPE COUNTERFACTUAL_REFLECTION | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT The decision backfired. Dealer received 4 then 10 and finished 20. In hindsight, had I HIT or DOUBLED, I believed the 10 would instead have gone to the player for 20 and dealer would be 6+4=10; eventual dealer result would require the next source card.
MINDSET_EVENT | H29 | STAGE POST_HAND | TYPE EVIDENCE_QUALITY | TIMING POST_SETTLEMENT_PRE_NEXT_HAND | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT I did not catch the dealer card suit(s) reliably during this hand. Dealer suit information for this section is based on recollection rather than confidently observed suit evidence; remembered ranks/order are distinct from suit uncertainty.
MINDSET_EVENT | H30 | STAGE POST_HAND | TYPE MIXED_FINAL_NOTE | TIMING POST_SETTLEMENT_SESSION_END | SOURCE CHAT_LIVE_UAT_RECONCILIATION | TEXT The first card drawn on Hand 30 was K♠. I finished above my £100-profit target and was disappointed with the final two hand outcomes, but I am glad I did not take extra risks simply to push the balance much higher in the last hand. I believed the Hand 29 alternative would have become a push and would have shifted the Hand 30 opening, but the counterfactual cannot be completed beyond the available evidence.
MINDSET_EVENT | H30 | STAGE AUDIT | TYPE COUNTERFACTUAL_BOUNDARY | TIMING POST_SESSION_AUDIT | SOURCE AUDIT_RECONCILIATION | TEXT Hand 30 begins after an explicitly observed shuffle. Its K♠ cannot be transplanted backwards into the Hand 29 pre-shuffle counterfactual. H29 alternative result and shifted H30 opening therefore remain not source-verifiable across the shuffle reset.
================ END SESSION 9 STRUCTURED HUMAN-MINDSET EVENTS ================

================ OBSERVED-SOURCE FROZEN vs CASUAL RECONSTRUCTION | SESSION 20260910_204102 ================
V9.1.5 observed-source boundary: exact captured chronology is replayed in recorded order with observed 247 no-peek timing; every visibly observed shuffle boundary resets to the corresponding captured segment. No card is invented. A-E synthetic shuffle methodology is unchanged.
Frozen replay gate: hands 26 | final £252.00 | W/L/P 13/11/2 | exposure £555.00 | peak £259.50 (hand 20) | trough £70.00 (hand 2) | maxDD £45.00 (hand 23) | FAIL
Frozen observed provenance (authoritative live capture): Total 34 | Textbook/Frozen-Aligned 33 | Research Overrides 1 | Primary H11v10 Overrides 0
Casual decision provenance: N/A
Directly Comparable Action Decisions: N/A | Matched N/A | Different N/A | Alignment N/A
RECONSTRUCTION STATUS: NOT SOURCE-VERIFIED | Frozen gate FAIL | Casual completion FAIL | Arithmetic PASS
Publication rule: do not infer or transplant missing Casual/comparison values from another session.
================ END OBSERVED-SOURCE RECONSTRUCTION | SESSION 20260910_204102 ================
