DETERMINISTIC BLACKJACK - LIVE SESSION REPORT
SESSION NAME: Amit - follow exact
PLATFORM BALANCE BASIS: Start £2500.00 | £2400.00 = research-equivalent £0/depleted
Platform Final £2410.00 | Platform Peak £2500.00 | Platform Trough £2410.00 | MaxDD £90.00 | Exposure £165.00
OFFSET RESEARCH-EQUIVALENT: Start £100.00 | Final £10.00 | Peak £100.00 | Trough £10.00
OFFSET RULE: research-equivalent bankroll = platform balance - £2400.00
AFFORDABILITY RULE: £2400 platform offset is protected; wager/double/split affordability uses research-equivalent bankroll only.
MODE: FROZEN ARCHITECTURE
W/L/P 1/7/3
Wager match/above/below 11/0/0
Action match/different 14/0
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: 1
Total cards recorded: 61
Cards since most recent observed shuffle/start: 61
Exact known rank+suit identities observed: 36
Validation warnings/overrides encountered: 0
Hands re-entered through amendment review: 1
Decision provenance counts:
  TOTAL DECISION EVENTS: 14 (decision events, not hands)
  TEXTBOOK / FROZEN-ALIGNED: 14
  FROZEN RESEARCH OVERRIDE events: 0
  FROZEN PRIMARY HARD11-vs-10 events: 0
Policy note: Pair20-vs-10 STAND is a research override of prior aggressive SPLIT and 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.
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Boundary: frozen wagers are historical reference wagers, not proven optimal stakes.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.

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 1-3 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)
  HISTORY_MATCHES_SHOWN | 0 | signature 8,A vs 2
HAND_SIGNATURE | 8,A vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 8,A vs 2 | mode FROZEN | action STAND | result P | bank 2500.00->2500.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 2,A vs 3
HAND_SIGNATURE | 2,A vs 3
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 2,A vs 3 | mode FROZEN | action HIT | result L | bank 2500.00->2485.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 5,J vs 5
HAND_SIGNATURE | 5,J vs 5
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 5,J vs 5 | mode FROZEN | action STAND | result L | bank 2485.00->2470.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 2,J vs A
HAND_SIGNATURE | 2,J vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 2,J vs A | mode FROZEN | action HIT | result P | bank 2470.00->2470.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 10,6 vs 6
HAND_SIGNATURE | 10,6 vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 10,6 vs 6 | mode FROZEN | action STAND | result L | bank 2470.00->2455.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 3,Q vs 4
HAND_SIGNATURE | 3,Q vs 4
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 3,Q vs 4 | mode FROZEN | action STAND | result W | bank 2455.00->2470.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 4,K vs K
HAND_SIGNATURE | 4,K vs K
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 4,K vs K | mode FROZEN | action HIT | result L | bank 2470.00->2455.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 8,Q vs 2
HAND_SIGNATURE | 8,Q vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 8,Q vs 2 | mode FROZEN | action STAND | result P | bank 2455.00->2455.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 6,7 vs 3
HAND_SIGNATURE | 6,7 vs 3
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/1/0
HAND_HISTORY | 6,7 vs 3 | mode FROZEN | action STAND | result L | bank 2455.00->2440.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 10,8 vs A
HAND_SIGNATURE | 10,8 vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/1/2
HAND_HISTORY | 10,8 vs A | mode FROZEN | action STAND | result L | bank 2440.00->2425.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 0 | signature 6,9 vs A
HAND_SIGNATURE | 6,9 vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 6,9 vs A | mode FROZEN | action HIT | result L | bank 2425.00->2410.00 | 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          | 8♠
#002 | H01 | DEALER hole card       | A♦
#003 | H01 | PLAYER card 2          | A♣
#004 | H01 | DEALER upcard          | 2♠
#005 | H01 | DEALER draw 1          | 3♥
#006 | H01 | DEALER draw 2          | 3♦

HAND 2 DEAL-ORDER RECONSTRUCTION
#007 | H02 | PLAYER card 1          | A♠
#008 | H02 | DEALER hole card       | J♣
#009 | H02 | PLAYER card 2          | 2♦
#010 | H02 | DEALER upcard          | 3♥
#011 | H02 | PLAYER post-deal card  | 9♥
#012 | H02 | PLAYER post-deal card  | 3♥
#013 | H02 | DEALER draw 1          | A♠
#014 | H02 | DEALER draw 2          | 7♥

HAND 3 DEAL-ORDER RECONSTRUCTION
#015 | H03 | PLAYER card 1          | J♣
#016 | H03 | DEALER hole card       | Q♣
#017 | H03 | PLAYER card 2          | 5♣
#018 | H03 | DEALER upcard          | 5♠
#019 | H03 | DEALER draw 1          | 5♠

HAND 4 DEAL-ORDER RECONSTRUCTION
#020 | H04 | PLAYER card 1          | 2♣
#021 | H04 | DEALER hole card       | 5♣
#022 | H04 | PLAYER card 2          | J♠
#023 | H04 | DEALER upcard          | A♦
#024 | H04 | PLAYER post-deal card  | 7♦
#025 | H04 | DEALER draw 1          | 3♣

HAND 5 DEAL-ORDER RECONSTRUCTION
#026 | H05 | PLAYER card 1          | 6♦
#027 | H05 | DEALER hole card       | 3♦
#028 | H05 | PLAYER card 2          | 10♣
#029 | H05 | DEALER upcard          | 6♣
#030 | H05 | DEALER draw 1          | A♦

HAND 6 DEAL-ORDER RECONSTRUCTION
#031 | H06 | PLAYER card 1          | 3♦
#032 | H06 | DEALER hole card       | 2♠
#033 | H06 | PLAYER card 2          | Q♥
#034 | H06 | DEALER upcard          | 4♥
#035 | H06 | DEALER draw 1          | 10♦
#036 | H06 | DEALER draw 2          | 6♥

HAND 7 DEAL-ORDER RECONSTRUCTION
#037 | H07 | PLAYER card 1          | 4♥
#038 | H07 | DEALER hole card       | 3♠
#039 | H07 | PLAYER card 2          | K♠
#040 | H07 | DEALER upcard          | K♠
#041 | H07 | PLAYER post-deal card  | Q♥

HAND 8 DEAL-ORDER RECONSTRUCTION
#042 | H08 | PLAYER card 1          | Q♦
#043 | H08 | DEALER hole card       | J♥
#044 | H08 | PLAYER card 2          | 8♥
#045 | H08 | DEALER upcard          | 2♣
#046 | H08 | DEALER draw 1          | 4♥
#047 | H08 | DEALER draw 2          | 2♥

HAND 9 DEAL-ORDER RECONSTRUCTION
#048 | H09 | PLAYER card 1          | 6♠
#049 | H09 | DEALER hole card       | 9♥
#050 | H09 | PLAYER card 2          | 7♦
#051 | H09 | DEALER upcard          | 3♠
#052 | H09 | DEALER draw 1          | 8♥

HAND 10 DEAL-ORDER RECONSTRUCTION
#053 | H10 | PLAYER card 1          | 8♦
#054 | H10 | DEALER hole card       | 10♠
#055 | H10 | PLAYER card 2          | 10♠
#056 | H10 | DEALER upcard          | A♦

HAND 11 DEAL-ORDER RECONSTRUCTION
#057 | H11 | PLAYER card 1          | 6♥
#058 | H11 | DEALER hole card       | 9♥
#059 | H11 | PLAYER card 2          | 9♠
#060 | H11 | DEALER upcard          | A♣
#061 | H11 | PLAYER post-deal card  | 7♣


AUDIT LOG

DETERMINISTIC BLACKJACK - LIVE 30-HAND COMPANION
Manual external-session entry | Platform start £2500 | £2400 = depleted | 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: Amit - follow exact
FROZEN MODE: existing Frozen wager/action prompts remain active.
Cumulative project file: C:\Users\amlania1\Downloads\bjack\liveplay\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 8♠,A♣ = soft 19 | Dealer 2♠
OBSERVED HAND (suits excluded): 8,A vs 2 | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 8,A vs 2
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 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 2♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♠,A♣ | frozen STAND | actual STAND
Dealer 2♠,A♦,3♥,3♦ = soft 19

--- 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          | 8S
#002 | H01 | DEALER hole card       | AD
#003 | H01 | PLAYER card 2          | AC
#004 | H01 | DEALER upcard          | 2S
#005 | H01 | DEALER draw 1          | 3H
#006 | H01 | DEALER draw 2          | 3D
--- 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 £2500.00
  HAND_HISTORY | 8,A vs 2 | mode FROZEN | action STAND | result P | bank 2500.00->2500.00 | wager 15.00
HAND 01 | 2500.00->2500.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 8♠,A♣ | D-up 2♠ | D-hidden/draw A♦,3♥,3♦ | P
Recorded | Peak £2500.00 | Trough £2500.00 | MaxDD £0.00 | Exposure £15.00
CARD-STREAM REVIEW: hand 2 rejected before result/bankroll entry; re-entering the hand.
  CARD-STREAM REVIEW | Hand 2 rejected by operator; replacement entry follows.

========== HAND 2 / 30 ==========
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 A♠,2♦ = soft 13 | Dealer 3♥
OBSERVED HAND (suits excluded): 2,A vs 3 | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 2,A vs 3
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 A♠,2♦ = soft 13 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♠,2♦ vs 3♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♠,2♦ | frozen HIT | actual HIT
MAIN A♠,2♦,9♥ = 12 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♠,2♦,9♥ vs 3♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♠,2♦,9♥ | frozen HIT | actual HIT
MAIN A♠,2♦,9♥,3♥ = 15 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♠,2♦,9♥,3♥ vs 3♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♠,2♦,9♥,3♥ | frozen STAND | actual STAND
Dealer 3♥,J♣,A♠,7♥ = 21 21

--- 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.
#007 | H02 | PLAYER card 1          | AS
#008 | H02 | DEALER hole card       | JC
#009 | H02 | PLAYER card 2          | 2D
#010 | H02 | DEALER upcard          | 3H
#011 | H02 | PLAYER post-deal card  | 9H
#012 | H02 | PLAYER post-deal card  | 3H
#013 | H02 | DEALER draw 1          | AS
#014 | H02 | DEALER draw 2          | 7H
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 15 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2485.00
  HAND_HISTORY | 2,A vs 3 | mode FROZEN | action HIT | result L | bank 2500.00->2485.00 | wager 15.00
HAND 02 | 2500.00->2485.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P A♠,2♦,9♥,3♥ | D-up 3♥ | D-hidden/draw J♣,A♠,7♥ | L
Recorded | Peak £2500.00 | Trough £2485.00 | MaxDD £15.00 | Exposure £30.00

========== HAND 3 / 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 J♣,5♣ = 15 | Dealer 5♠
OBSERVED HAND (suits excluded): 5,J vs 5 | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 5,J vs 5
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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♣,5♣ = 15 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♣,5♣ vs 5♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♣,5♣ | frozen STAND | actual STAND
Dealer 5♠,Q♣,5♠ = 20

--- 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.
#015 | H03 | PLAYER card 1          | JC
#016 | H03 | DEALER hole card       | QC
#017 | H03 | PLAYER card 2          | 5C
#018 | H03 | DEALER upcard          | 5S
#019 | H03 | DEALER draw 1          | 5S
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 15 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 | 5,J vs 5 | mode FROZEN | action STAND | result L | bank 2485.00->2470.00 | wager 15.00
HAND 03 | 2485.00->2470.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P J♣,5♣ | D-up 5♠ | D-hidden/draw Q♣,5♠ | L
Recorded | Peak £2500.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £45.00

========== HAND 4 / 30 ==========
Bankroll £2470.00 | Research-equivalent available £70.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♣,J♠ = 12 | Dealer A♦
OBSERVED HAND (suits excluded): 2,J vs A | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 2,J vs A
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 2♣,J♠ = 12 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♣,J♠ vs A♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♣,J♠ | frozen HIT | actual HIT
MAIN 2♣,J♠,7♦ = 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♣,J♠,7♦ vs A♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♣,J♠,7♦ | frozen STAND | actual STAND
Dealer A♦,5♣,3♣ = soft 19

--- 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.
#020 | H04 | PLAYER card 1          | 2C
#021 | H04 | DEALER hole card       | 5C
#022 | H04 | PLAYER card 2          | JS
#023 | H04 | DEALER upcard          | AD
#024 | H04 | PLAYER post-deal card  | 7D
#025 | H04 | DEALER draw 1          | 3C
--- 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 £2470.00
  HAND_HISTORY | 2,J vs A | mode FROZEN | action HIT | result P | bank 2470.00->2470.00 | wager 15.00
HAND 04 | 2470.00->2470.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 2♣,J♠,7♦ | D-up A♦ | D-hidden/draw 5♣,3♣ | P
Recorded | Peak £2500.00 | Trough £2470.00 | MaxDD £30.00 | Exposure £60.00

========== HAND 5 / 30 ==========
Bankroll £2470.00 | Research-equivalent available £70.00 | 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 6♣
OBSERVED HAND (suits excluded): 10,6 vs 6 | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 10,6 vs 6
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 6♦,10♣ = 16 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♦,10♣ vs 6♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♦,10♣ | frozen STAND | actual STAND
Dealer 6♣,3♦,A♦ = soft 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.
#026 | H05 | PLAYER card 1          | 6D
#027 | H05 | DEALER hole card       | 3D
#028 | H05 | PLAYER card 2          | 10C
#029 | H05 | DEALER upcard          | 6C
#030 | H05 | DEALER draw 1          | AD
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 16 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2455.00
  HAND_HISTORY | 10,6 vs 6 | mode FROZEN | action STAND | result L | bank 2470.00->2455.00 | wager 15.00
HAND 05 | 2470.00->2455.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 6♦,10♣ | D-up 6♣ | D-hidden/draw 3♦,A♦ | L
Recorded | Peak £2500.00 | Trough £2455.00 | MaxDD £45.00 | Exposure £75.00

========== HAND 6 / 30 ==========
Bankroll £2455.00 | Research-equivalent available £55.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♦,Q♥ = 13 | Dealer 4♥
OBSERVED HAND (suits excluded): 3,Q vs 4 | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 3,Q vs 4
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 3♦,Q♥ = 13 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♦,Q♥ vs 4♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♦,Q♥ | frozen STAND | actual STAND
Dealer 4♥,2♠,10♦,6♥ = 22 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.
#031 | H06 | PLAYER card 1          | 3D
#032 | H06 | DEALER hole card       | 2S
#033 | H06 | PLAYER card 2          | QH
#034 | H06 | DEALER upcard          | 4H
#035 | H06 | DEALER draw 1          | 10D
#036 | H06 | DEALER draw 2          | 6H
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 13 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2470.00
  HAND_HISTORY | 3,Q vs 4 | mode FROZEN | action STAND | result W | bank 2455.00->2470.00 | wager 15.00
HAND 06 | 2455.00->2470.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 3♦,Q♥ | D-up 4♥ | D-hidden/draw 2♠,10♦,6♥ | W
Recorded | Peak £2500.00 | Trough £2455.00 | MaxDD £45.00 | Exposure £90.00

========== HAND 7 / 30 ==========
Bankroll £2470.00 | Research-equivalent available £70.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 4♥,K♠ = 14 | Dealer K♠
OBSERVED HAND (suits excluded): 4,K vs K | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 4,K vs K
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action HIT | result L | bank 2515.00->2500.00 | 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 1 | Neutral 0 | High 2
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 4♥,K♠ = 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♥,K♠ vs K♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♥,K♠ | frozen HIT | actual HIT
MAIN BUST at 24
Dealer K♠,3♠ = 13

--- 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.
#037 | H07 | PLAYER card 1          | 4H
#038 | H07 | DEALER hole card       | 3S
#039 | H07 | PLAYER card 2          | KS
#040 | H07 | DEALER upcard          | KS
#041 | H07 | PLAYER post-deal card  | QH
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 24 vs Dealer 13
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2455.00
  HAND_HISTORY | 4,K vs K | mode FROZEN | action HIT | result L | bank 2470.00->2455.00 | wager 15.00
HAND 07 | 2470.00->2455.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 4♥,K♠,Q♥ | D-up K♠ | D-hidden/draw 3♠ | L
Recorded | Peak £2500.00 | Trough £2455.00 | MaxDD £45.00 | Exposure £105.00

========== HAND 8 / 30 ==========
Bankroll £2455.00 | Research-equivalent available £55.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player Q♦,8♥ = 18 | Dealer 2♣
OBSERVED HAND (suits excluded): 8,Q vs 2 | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 8,Q vs 2
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN Q♦,8♥ = 18 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | Q♦,8♥ vs 2♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | Q♦,8♥ | frozen STAND | actual STAND
Dealer 2♣,J♥,4♥,2♥ = 18

--- 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.
#042 | H08 | PLAYER card 1          | QD
#043 | H08 | DEALER hole card       | JH
#044 | H08 | PLAYER card 2          | 8H
#045 | H08 | DEALER upcard          | 2C
#046 | H08 | DEALER draw 1          | 4H
#047 | H08 | DEALER draw 2          | 2H
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PUSH | Player 18 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2455.00
  HAND_HISTORY | 8,Q vs 2 | mode FROZEN | action STAND | result P | bank 2455.00->2455.00 | wager 15.00
HAND 08 | 2455.00->2455.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P Q♦,8♥ | D-up 2♣ | D-hidden/draw J♥,4♥,2♥ | P
Recorded | Peak £2500.00 | Trough £2455.00 | MaxDD £45.00 | Exposure £120.00

========== HAND 9 / 30 ==========
Bankroll £2455.00 | Research-equivalent available £55.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♠,7♦ = 13 | Dealer 3♠
OBSERVED HAND (suits excluded): 6,7 vs 3 | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 6,7 vs 3
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 6♠,7♦ = 13 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♠,7♦ vs 3♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 6♠,7♦ | frozen STAND | actual STAND
Dealer 3♠,9♥,8♥ = 20

--- 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.
#048 | H09 | PLAYER card 1          | 6S
#049 | H09 | DEALER hole card       | 9H
#050 | H09 | PLAYER card 2          | 7D
#051 | H09 | DEALER upcard          | 3S
#052 | H09 | DEALER draw 1          | 8H
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 13 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2440.00
  HAND_HISTORY | 6,7 vs 3 | mode FROZEN | action STAND | result L | bank 2455.00->2440.00 | wager 15.00
HAND 09 | 2455.00->2440.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 6♠,7♦ | D-up 3♠ | D-hidden/draw 9♥,8♥ | L
Recorded | Peak £2500.00 | Trough £2440.00 | MaxDD £60.00 | Exposure £135.00

========== HAND 10 / 30 ==========
Bankroll £2440.00 | Research-equivalent available £40.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♦,10♠ = 18 | Dealer A♦
OBSERVED HAND (suits excluded): 10,8 vs A | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 10,8 vs A
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 8♦,10♠ = 18 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 8♦,10♠ vs A♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♦,10♠ | frozen STAND | actual STAND
Dealer A♦,10♠ = soft 21 21

--- 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.
#053 | H10 | PLAYER card 1          | 8D
#054 | H10 | DEALER hole card       | 10S
#055 | H10 | PLAYER card 2          | 10S
#056 | H10 | DEALER upcard          | AD
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 18 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2425.00
  HAND_HISTORY | 10,8 vs A | mode FROZEN | action STAND | result L | bank 2440.00->2425.00 | wager 15.00
HAND 10 | 2440.00->2425.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 8♦,10♠ | D-up A♦ | D-hidden/draw 10♠ | L
Recorded | Peak £2500.00 | Trough £2425.00 | MaxDD £75.00 | Exposure £150.00

========== HAND 11 / 30 ==========
Bankroll £2425.00 | Research-equivalent available £25.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 6♥,9♠ = 15 | Dealer A♣
OBSERVED HAND (suits excluded): 6,9 vs A | appeared before in project output: 0 time(s)
CURRENT STARTING HAND | 6,9 vs A
PREVIOUS MATCHES | none recorded
ALL PREVIOUS OCCURRENCES | TOTAL 0 | W 0 (0.0%) | 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 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 6♥,9♠ = 15 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 6♥,9♠ vs A♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
DOUBLE unavailable: research-equivalent bankroll £25.00 | already committed £15.00 | additional £15.00 required.
  MAIN | 6♥,9♠ | frozen HIT | actual HIT
MAIN BUST at 22
Dealer A♣,9♥ = soft 20

--- 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.
#057 | H11 | PLAYER card 1          | 6H
#058 | H11 | DEALER hole card       | 9H
#059 | H11 | PLAYER card 2          | 9S
#060 | H11 | DEALER upcard          | AC
#061 | H11 | PLAYER post-deal card  | 7C
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 22 vs Dealer 20
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2410.00
  HAND_HISTORY | 6,9 vs A | mode FROZEN | action HIT | result L | bank 2425.00->2410.00 | wager 15.00
HAND 11 | 2425.00->2410.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 6♥,9♠,7♣ | D-up A♣ | D-hidden/draw 9♥ | L
Recorded | Peak £2500.00 | Trough £2410.00 | MaxDD £90.00 | Exposure £165.00

================ OBSERVED-SOURCE FROZEN vs CASUAL RECONSTRUCTION | SESSION 20260906_163019 ================
V9 boundary: exact captured chronology is replayed in recorded order; every visibly observed shuffle boundary resets to the corresponding captured segment. No card is invented.
Frozen replay gate: hands 11 | final £10.00 | W/L/P 1/7/3 | exposure £165.00 | PASS
Frozen observed provenance (authoritative live capture): Total 14 | Textbook/Frozen-Aligned 14 | Research Overrides 0 | Primary H17v10 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 PASS | Casual completion FAIL | Arithmetic PASS
Publication rule: do not infer or transplant missing Casual/comparison values from another session.
================ END OBSERVED-SOURCE RECONSTRUCTION | SESSION 20260906_163019 ================
