DETERMINISTIC BLACKJACK - LIVE SESSION REPORT
SESSION NAME: 2 frozen hands (session 6) +    11 personal hands (START FURTHER INTO DECK - SHU
PLATFORM BALANCE BASIS: Start £2500.00 | £2400.00 = research-equivalent £0/depleted
Platform Final £2455.00 | Platform Peak £2560.00 | Platform Trough £2455.00 | MaxDD £105.00 | Exposure £180.00
OFFSET RESEARCH-EQUIVALENT: Start £100.00 | Final £55.00 | Peak £160.00 | Trough £55.00
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 2/6/1
Wager match/above/below 9/0/0
Action match/different 11/0
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: 0
Total cards recorded: 52
Cards since most recent observed shuffle/start: 52
Exact known rank+suit identities observed: 32
Validation warnings/overrides encountered: 1
Hands re-entered through amendment review: 0
Decision provenance counts:
  TOTAL DECISION EVENTS: 11 (decision events, not hands)
  TEXTBOOK / FROZEN-ALIGNED: 11
  FROZEN RESEARCH OVERRIDE events: 0
  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: none
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Boundary: frozen wagers are historical reference wagers, not proven optimal stakes.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 1-5 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 | 9,K vs 7
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/2/1
HAND_HISTORY | 9,K vs 7 | mode FROZEN | action STAND | result W | bank 2530.00->2560.00 | wager 15.00
HAND_SIGNATURE | 4,A vs 7
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 4,A vs 7 | mode FROZEN | action HIT | result L | bank 2560.00->2545.00 | wager 15.00
HAND_SIGNATURE | 4,J vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 4,J vs 6 | mode FROZEN | action STAND | result W | bank 2545.00->2560.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 3,K vs J
HAND_SIGNATURE | 3,K vs J
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 3,K vs J | mode FROZEN | action HIT | result L | bank 2560.00->2545.00 | wager 15.00
HAND_SIGNATURE | 4,5 vs 3
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 3/0/0
HAND_HISTORY | 4,5 vs 3 | mode FROZEN | action DOUBLE | result L | bank 2545.00->2515.00 | wager 15.00
HAND_SIGNATURE | 7,A vs 5
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 7,A vs 5 | mode FROZEN | action DOUBLE | result L | bank 2515.00->2485.00 | wager 15.00
HAND_SIGNATURE | 3,6 vs 4
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 3/0/0
HAND_HISTORY | 3,6 vs 4 | mode FROZEN | action DOUBLE | result P | bank 2485.00->2485.00 | wager 15.00
HAND_SIGNATURE | 10,8 vs 9
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/2/1
HAND_HISTORY | 10,8 vs 9 | mode FROZEN | action STAND | result L | bank 2485.00->2470.00 | wager 15.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 4,J vs J
HAND_SIGNATURE | 4,J vs J
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | 4,J vs J | mode FROZEN | action HIT | result L | bank 2470.00->2455.00 | 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          | 9♥
#002 | H01 | DEALER hole card       | K♥
#003 | H01 | PLAYER card 2          | K♦
#004 | H01 | DEALER upcard          | 7♥

HAND 2 DEAL-ORDER RECONSTRUCTION
#005 | H02 | PLAYER card 1          | A♠
#006 | H02 | DEALER hole card       | Q♠
#007 | H02 | PLAYER card 2          | 4♣
#008 | H02 | DEALER upcard          | 7♣
#009 | H02 | PLAYER post-deal card  | 9♣
#010 | H02 | PLAYER post-deal card  | A♠
#011 | H02 | PLAYER post-deal card  | 10♣

HAND 3 DEAL-ORDER RECONSTRUCTION
#012 | H03 | PLAYER card 1          | J♠
#013 | H03 | DEALER hole card       | 6♥
#014 | H03 | PLAYER card 2          | 4♣
#015 | H03 | DEALER upcard          | 6♦
#016 | H03 | DEALER draw 1          | K♦

HAND 4 DEAL-ORDER RECONSTRUCTION
#017 | H04 | PLAYER card 1          | K♣
#018 | H04 | DEALER hole card       | 3♣
#019 | H04 | PLAYER card 2          | 3♥
#020 | H04 | DEALER upcard          | J♥
#021 | H04 | PLAYER post-deal card  | Q♠

HAND 5 DEAL-ORDER RECONSTRUCTION
#022 | H05 | PLAYER card 1          | 4♥
#023 | H05 | DEALER hole card       | 5♦
#024 | H05 | PLAYER card 2          | 5♣
#025 | H05 | DEALER upcard          | 3♣
#026 | H05 | PLAYER post-deal card  | 5♦
#027 | H05 | DEALER draw 1          | 10♥

HAND 6 DEAL-ORDER RECONSTRUCTION
#028 | H06 | PLAYER card 1          | A♦
#029 | H06 | DEALER hole card       | K♦
#030 | H06 | PLAYER card 2          | 7♥
#031 | H06 | DEALER upcard          | 5♠
#032 | H06 | PLAYER post-deal card  | 5♣
#033 | H06 | DEALER draw 1          | 3♣

HAND 7 DEAL-ORDER RECONSTRUCTION
#034 | H07 | PLAYER card 1          | 3♠
#035 | H07 | DEALER hole card       | A♠
#036 | H07 | PLAYER card 2          | 6♦
#037 | H07 | DEALER upcard          | 4♥
#038 | H07 | PLAYER post-deal card  | 10♠
#039 | H07 | DEALER draw 1          | 9♠
#040 | H07 | DEALER draw 2          | 5♠

HAND 8 DEAL-ORDER RECONSTRUCTION
#041 | H08 | PLAYER card 1          | 8♠
#042 | H08 | DEALER hole card       | 2♥
#043 | H08 | PLAYER card 2          | 10♣
#044 | H08 | DEALER upcard          | 9♦
#045 | H08 | DEALER draw 1          | 3♣
#046 | H08 | DEALER draw 2          | 2♠
#047 | H08 | DEALER draw 3          | 5♠

HAND 9 DEAL-ORDER RECONSTRUCTION
#048 | H09 | PLAYER card 1          | J♥
#049 | H09 | DEALER hole card       | 2♣
#050 | H09 | PLAYER card 2          | 4♥
#051 | H09 | DEALER upcard          | J♦
#052 | H09 | PLAYER post-deal card  | J♥


AUDIT LOG

DETERMINISTIC BLACKJACK - LIVE 30-HAND COMPANION
Manual external-session entry | actual platform balance captured before Hand 1 | £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: 2 frozen hands (session 6) +    11 personal hands (START FURTHER INTO DECK - SHU
FROZEN MODE: existing Frozen wager/action prompts remain active.
SESSION START BALANCE CONFIRMED: Platform £2530.00 | research-equivalent £130.00
SESSION START BALANCE | Platform £2530.00 | Research-equivalent £130.00
Cumulative project file: C:\Users\amlania1\Downloads\bjack\liveplay\output.txt


========== HAND 1 / 30 ==========
Bankroll £2530.00 | Research-equivalent available £130.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 9♥,K♦ = 19 | Dealer 7♥
OBSERVED HAND (suits excluded): 9,K vs 7
CARD MIX current visible hand (P1 + P2 + dealer up): Low 0 | Neutral 2 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 9♥,K♦ = 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 9♥,K♦ vs 7♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 9♥,K♦ | frozen STAND | actual STAND
Dealer 7♥,K♥ = 17

--- 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          | 9H
#002 | H01 | DEALER hole card       | KH
#003 | H01 | PLAYER card 2          | KD
#004 | H01 | DEALER upcard          | 7H
LAST 4 CARDS: 9H | KH | KD | 7H
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 19 vs Dealer 17
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 £15.00 | result W
Expected £2545.00 | entered £2560.00 | difference £15.00
Allowed: RA
  VALIDATION OVERRIDE | expected 2545.00 entered 2560.00 | Starting balance entered incorrectly; actual pre-Hand-1 platform balance was �2545, confirmed by �15 win producing �2560.
  HAND_HISTORY | 9,K vs 7 | mode FROZEN | action STAND | result W | bank 2530.00->2560.00 | wager 15.00
HAND 01 | 2530.00->2560.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P 9♥,K♦ | D-up 7♥ | D-hidden/draw K♥ | W
Recorded | Peak £2560.00 | Trough £2530.00 | MaxDD £0.00 | Exposure £15.00

========== HAND 2 / 30 ==========
Bankroll £2560.00 | Research-equivalent available £160.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player A♠,4♣ = soft 15 | Dealer 7♣
OBSERVED HAND (suits excluded): 4,A 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 1 | Neutral 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN A♠,4♣ = soft 15 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♠,4♣ vs 7♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♠,4♣ | frozen HIT | actual HIT
MAIN A♠,4♣,9♣ = 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♠,4♣,9♣ vs 7♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♠,4♣,9♣ | frozen HIT | actual HIT
MAIN A♠,4♣,9♣,A♠ = 15 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♠,4♣,9♣,A♠ vs 7♣ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♠,4♣,9♣,A♠ | frozen HIT | actual HIT
MAIN BUST at 25
Dealer 7♣,Q♠ = 17

--- 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.
#005 | H02 | PLAYER card 1          | AS
#006 | H02 | DEALER hole card       | QS
#007 | H02 | PLAYER card 2          | 4C
#008 | H02 | DEALER upcard          | 7C
#009 | H02 | PLAYER post-deal card  | 9C
#010 | H02 | PLAYER post-deal card  | AS
#011 | H02 | PLAYER post-deal card  | 10C
LAST 5 CARDS: 4C | 7C | 9C | AS | 10C
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 25 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2545.00
  HAND_HISTORY | 4,A vs 7 | mode FROZEN | action HIT | result L | bank 2560.00->2545.00 | wager 15.00
HAND 02 | 2560.00->2545.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P A♠,4♣,9♣,A♠,10♣ | D-up 7♣ | D-hidden/draw Q♠ | L
Recorded | Peak £2560.00 | Trough £2530.00 | MaxDD £15.00 | Exposure £30.00

========== HAND 3 / 30 ==========
Bankroll £2545.00 | Research-equivalent available £145.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♠,4♣ = 14 | Dealer 6♦
OBSERVED HAND (suits excluded): 4,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 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♠,4♣ = 14 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♠,4♣ vs 6♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♠,4♣ | frozen STAND | actual STAND
Dealer 6♦,6♥,K♦ = 22 BUST

--- 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.
#012 | H03 | PLAYER card 1          | JS
#013 | H03 | DEALER hole card       | 6H
#014 | H03 | PLAYER card 2          | 4C
#015 | H03 | DEALER upcard          | 6D
#016 | H03 | DEALER draw 1          | KD
LAST 5 CARDS: JS | 6H | 4C | 6D | KD
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 14 vs Dealer 22
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2560.00
  HAND_HISTORY | 4,J vs 6 | mode FROZEN | action STAND | result W | bank 2545.00->2560.00 | wager 15.00
HAND 03 | 2545.00->2560.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P J♠,4♣ | D-up 6♦ | D-hidden/draw 6♥,K♦ | W
Recorded | Peak £2560.00 | Trough £2530.00 | MaxDD £15.00 | Exposure £45.00

========== HAND 4 / 30 ==========
Bankroll £2560.00 | Research-equivalent available £160.00 | 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 J♥
OBSERVED HAND (suits excluded): 3,K vs J | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 3,K vs J
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action HIT | result L | bank 2582.00->2567.00 | 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 K♣,3♥ = 13 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | K♣,3♥ vs J♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | K♣,3♥ | frozen HIT | actual HIT
MAIN BUST at 23
Dealer J♥,3♣ = 13

--- 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          | KC
#018 | H04 | DEALER hole card       | 3C
#019 | H04 | PLAYER card 2          | 3H
#020 | H04 | DEALER upcard          | JH
#021 | H04 | PLAYER post-deal card  | QS
LAST 5 CARDS: KC | 3C | 3H | JH | QS
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 23 vs Dealer 13
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2545.00
  HAND_HISTORY | 3,K vs J | mode FROZEN | action HIT | result L | bank 2560.00->2545.00 | wager 15.00
HAND 04 | 2560.00->2545.00 | ref 15.00 actual 15.00 | committed 15.00 | NORMAL | P K♣,3♥,Q♠ | D-up J♥ | D-hidden/draw 3♣ | L
Recorded | Peak £2560.00 | Trough £2530.00 | MaxDD £15.00 | Exposure £60.00

========== HAND 5 / 30 ==========
Bankroll £2545.00 | Research-equivalent available £145.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 4♥,5♣ = 9 | Dealer 3♣
OBSERVED HAND (suits excluded): 4,5 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 3 | Neutral 0 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 4♥,5♣ = 9 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 4♥,5♣ vs 3♣ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 4♥,5♣ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 4♥,5♣,5♦ = 14
Dealer 3♣,5♦,10♥ = 18

--- 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.
#022 | H05 | PLAYER card 1          | 4H
#023 | H05 | DEALER hole card       | 5D
#024 | H05 | PLAYER card 2          | 5C
#025 | H05 | DEALER upcard          | 3C
#026 | H05 | PLAYER post-deal card  | 5D
#027 | H05 | DEALER draw 1          | 10H
LAST 5 CARDS: 5D | 5C | 3C | 5D | 10H
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 14 vs Dealer 18
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2515.00
  HAND_HISTORY | 4,5 vs 3 | mode FROZEN | action DOUBLE | result L | bank 2545.00->2515.00 | wager 15.00
HAND 05 | 2545.00->2515.00 | ref 15.00 actual 15.00 | committed 30.00 | NORMAL | P 4♥,5♣,5♦ | D-up 3♣ | D-hidden/draw 5♦,10♥ | L
Recorded | Peak £2560.00 | Trough £2515.00 | MaxDD £45.00 | Exposure £90.00

========== HAND 6 / 30 ==========
Bankroll £2515.00 | Research-equivalent available £115.00 | State NORMAL | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player A♦,7♥ = soft 18 | Dealer 5♠
OBSERVED HAND (suits excluded): 7,A 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 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN A♦,7♥ = soft 18 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | A♦,7♥ vs 5♠ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | A♦,7♥ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: A♦,7♥,5♣ = 13
Dealer 5♠,K♦,3♣ = 18

--- 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.
#028 | H06 | PLAYER card 1          | AD
#029 | H06 | DEALER hole card       | KD
#030 | H06 | PLAYER card 2          | 7H
#031 | H06 | DEALER upcard          | 5S
#032 | H06 | PLAYER post-deal card  | 5C
#033 | H06 | DEALER draw 1          | 3C
LAST 5 CARDS: KD | 7H | 5S | 5C | 3C
--- 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 VALIDATED ✓ expected £2485.00
  HAND_HISTORY | 7,A vs 5 | mode FROZEN | action DOUBLE | result L | bank 2515.00->2485.00 | wager 15.00
HAND 06 | 2515.00->2485.00 | ref 15.00 actual 15.00 | committed 30.00 | NORMAL | P A♦,7♥,5♣ | D-up 5♠ | D-hidden/draw K♦,3♣ | L
Recorded | Peak £2560.00 | Trough £2485.00 | MaxDD £75.00 | Exposure £120.00

========== HAND 7 / 30 ==========
Bankroll £2485.00 | Research-equivalent available £85.00 | State COOLING | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♠,6♦ = 9 | Dealer 4♥
OBSERVED HAND (suits excluded): 3,6 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 3 | Neutral 0 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 3♠,6♦ = 9 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♠,6♦ vs 4♥ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♠,6♦ | frozen DOUBLE | actual DOUBLE
MAIN after DOUBLE: 3♠,6♦,10♠ = 19
Dealer 4♥,A♠,9♠,5♠ = 19

--- 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.
#034 | H07 | PLAYER card 1          | 3S
#035 | H07 | DEALER hole card       | AS
#036 | H07 | PLAYER card 2          | 6D
#037 | H07 | DEALER upcard          | 4H
#038 | H07 | PLAYER post-deal card  | 10S
#039 | H07 | DEALER draw 1          | 9S
#040 | H07 | DEALER draw 2          | 5S
LAST 5 CARDS: 6D | 4H | 10S | 9S | 5S
--- 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 £2485.00
  HAND_HISTORY | 3,6 vs 4 | mode FROZEN | action DOUBLE | result P | bank 2485.00->2485.00 | wager 15.00
HAND 07 | 2485.00->2485.00 | ref 15.00 actual 15.00 | committed 30.00 | COOLING | P 3♠,6♦,10♠ | D-up 4♥ | D-hidden/draw A♠,9♠,5♠ | P
Recorded | Peak £2560.00 | Trough £2485.00 | MaxDD £75.00 | Exposure £150.00

========== HAND 8 / 30 ==========
Bankroll £2485.00 | Research-equivalent available £85.00 | State COOLING | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 8♠,10♣ = 18 | Dealer 9♦
OBSERVED HAND (suits excluded): 10,8 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 0 | Neutral 2 | High 1
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 9♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 8♠,10♣ | frozen STAND | actual STAND
Dealer 9♦,2♥,3♣,2♠,5♠ = 21 21

--- 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          | 8S
#042 | H08 | DEALER hole card       | 2H
#043 | H08 | PLAYER card 2          | 10C
#044 | H08 | DEALER upcard          | 9D
#045 | H08 | DEALER draw 1          | 3C
#046 | H08 | DEALER draw 2          | 2S
#047 | H08 | DEALER draw 3          | 5S
LAST 5 CARDS: 10C | 9D | 3C | 2S | 5S
--- 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 £2470.00
  HAND_HISTORY | 10,8 vs 9 | mode FROZEN | action STAND | result L | bank 2485.00->2470.00 | wager 15.00
HAND 08 | 2485.00->2470.00 | ref 15.00 actual 15.00 | committed 15.00 | COOLING | P 8♠,10♣ | D-up 9♦ | D-hidden/draw 2♥,3♣,2♠,5♠ | L
Recorded | Peak £2560.00 | Trough £2470.00 | MaxDD £90.00 | Exposure £165.00

========== HAND 9 / 30 ==========
Bankroll £2470.00 | Research-equivalent available £70.00 | State COOLING | FROZEN WAGER £15.00
Wager: MATCH reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♥,4♥ = 14 | Dealer J♦
OBSERVED HAND (suits excluded): 4,J vs J | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 4,J vs J
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action HIT | result L | bank 2605.00->2590.00 | 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 J♥,4♥ = 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | J♥,4♥ vs J♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | J♥,4♥ | frozen HIT | actual HIT
MAIN BUST at 24
Dealer J♦,2♣ = 12

--- 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          | JH
#049 | H09 | DEALER hole card       | 2C
#050 | H09 | PLAYER card 2          | 4H
#051 | H09 | DEALER upcard          | JD
#052 | H09 | PLAYER post-deal card  | JH
LAST 5 CARDS: JH | 2C | 4H | JD | JH
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 24 vs Dealer 12
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,J vs J | mode FROZEN | action HIT | result L | bank 2470.00->2455.00 | wager 15.00
HAND 09 | 2470.00->2455.00 | ref 15.00 actual 15.00 | committed 15.00 | COOLING | P J♥,4♥,J♥ | D-up J♦ | D-hidden/draw 2♣ | L
Recorded | Peak £2560.00 | Trough £2455.00 | MaxDD £105.00 | Exposure £180.00

================ OBSERVED-SOURCE FROZEN vs CASUAL RECONSTRUCTION | SESSION 20260907_020601 ================
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 9 | final £25.00 | W/L/P 2/6/1 | exposure £180.00 | peak £130.00 (hand 1) | trough £25.00 (hand 9) | maxDD £105.00 (hand 9) | FAIL
Frozen observed provenance (authoritative live capture): Total 11 | Textbook/Frozen-Aligned 11 | Research Overrides 0 | 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 20260907_020601 ================
