DETERMINISTIC BLACKJACK - LIVE SESSION REPORT
SESSION NAME: Donia
PREAMBLE: NO
PLATFORM BALANCE BASIS: Start £2500.00 | Session depletion floor £2400.00 = research-equivalent £0/depleted
Platform Final £2400.00 | Platform Peak £2520.00 | Platform Trough £2400.00 | MaxDD £120.00 | Exposure £210.00
OFFSET RESEARCH-EQUIVALENT: Start £100.00 | Final £0.00 | Peak £120.00 | Trough £0.00
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 3/5/1
Wager match/above/below 0/5/4
Action match/different 16/6
HYBRID COUNTERFACTUAL RULE: observed bankroll/W/L/P are the operator's Hybrid journey; S separately replays the unchanged Frozen and Casual policies from the same formal starting cardstream when source permits.
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: 59
Cards since most recent observed shuffle/start: 59
Exact known rank+suit identities observed: 36
Validation warnings/overrides encountered: 9
Hands re-entered through amendment review: 0
Decision provenance counts:
  TOTAL DECISION EVENTS: 22 (decision events, not hands)
  TEXTBOOK / FROZEN-ALIGNED: 21
  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.
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Boundary: frozen wagers are historical reference wagers, not proven optimal stakes.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 | 3,3 vs 4
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 3/0/0
HAND_HISTORY | 3,3 vs 4 | mode HYBRID | action SPLIT | result W | bank 2500.00->2520.00 | wager 10.00
HAND_SIGNATURE | 3,3 vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 3/0/0
HAND_HISTORY | 3,3 vs 6 | mode HYBRID | action SPLIT | result W | bank 2520.00->2520.00 | wager 10.00
HAND_SIGNATURE | 3,8 vs 8
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/2/0
HAND_HISTORY | 3,8 vs 8 | mode HYBRID | action HIT | result L | bank 2520.00->2510.00 | wager 10.00
  HISTORY_MATCHES_SHOWN | 1 | total eligible 1 | signature 2,6 vs Q
HAND_SIGNATURE | 2,6 vs Q
  PRIOR_OCCURRENCES | 1 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 2,6 vs Q | mode HYBRID | action HIT | result P | bank 2510.00->2510.00 | wager 10.00
HAND_SIGNATURE | 2,5 vs 6
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 3/0/0
HAND_HISTORY | 2,5 vs 6 | mode HYBRID | action HIT | result L | bank 2510.00->2490.00 | wager 20.00
HAND_SIGNATURE | J,Q vs 2
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/0/2
HAND_HISTORY | J,Q vs 2 | mode HYBRID | action STAND | result W | bank 2490.00->2510.00 | wager 20.00
HAND_SIGNATURE | J,Q vs Q
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 0/0/3
HAND_HISTORY | J,Q vs Q | mode HYBRID | action STAND | result L | bank 2510.00->2470.00 | wager 40.00
HAND_SIGNATURE | 2,2 vs K
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 2/0/1
HAND_HISTORY | 2,2 vs K | mode HYBRID | action HIT | result L | bank 2470.00->2430.00 | wager 40.00
HAND_SIGNATURE | 6,7 vs A
  PRIOR_OCCURRENCES | 0 | BEFORE_LNH 0/0/0 | CURRENT_VISIBLE_LNH 1/1/1
HAND_HISTORY | 6,7 vs A | mode HYBRID | action HIT | result L | bank 2430.00->2400.00 | wager 30.00

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          | 3♦
#002 | H01 | DEALER hole card       | K♣
#003 | H01 | PLAYER card 2          | 3♣
#004 | H01 | DEALER upcard          | 4♥
#005 | H01 | PLAYER post-deal card  | A♠
#006 | H01 | PLAYER post-deal card  | Q♥
#007 | H01 | PLAYER post-deal card  | A♥
#008 | H01 | PLAYER post-deal card  | 3♦
#009 | H01 | PLAYER post-deal card  | 7♥
#010 | H01 | DEALER draw 1          | 3♥

HAND 2 DEAL-ORDER RECONSTRUCTION
#011 | H02 | PLAYER card 1          | 3♦
#012 | H02 | DEALER hole card       | 9♣
#013 | H02 | PLAYER card 2          | 3♠
#014 | H02 | DEALER upcard          | 6♠
#015 | H02 | PLAYER post-deal card  | 3♣
#016 | H02 | PLAYER post-deal card  | 10♥
#017 | H02 | PLAYER post-deal card  | 6♦
#018 | H02 | PLAYER post-deal card  | 6♦
#019 | H02 | PLAYER post-deal card  | J♦
#020 | H02 | DEALER draw 1          | A♣
#021 | H02 | DEALER draw 2          | 7♠

HAND 3 DEAL-ORDER RECONSTRUCTION
#022 | H03 | PLAYER card 1          | 3♠
#023 | H03 | DEALER hole card       | 6♠
#024 | H03 | PLAYER card 2          | 8♥
#025 | H03 | DEALER upcard          | 8♦
#026 | H03 | PLAYER post-deal card  | 9♦
#027 | H03 | DEALER draw 1          | 7♠

HAND 4 DEAL-ORDER RECONSTRUCTION
#028 | H04 | PLAYER card 1          | 2♦
#029 | H04 | DEALER hole card       | 9♣
#030 | H04 | PLAYER card 2          | 6♦
#031 | H04 | DEALER upcard          | Q♥
#032 | H04 | PLAYER post-deal card  | A♥

HAND 5 DEAL-ORDER RECONSTRUCTION
#033 | H05 | PLAYER card 1          | 5♣
#034 | H05 | DEALER hole card       | J♠
#035 | H05 | PLAYER card 2          | 2♥
#036 | H05 | DEALER upcard          | 6♥
#037 | H05 | PLAYER post-deal card  | 5♠
#038 | H05 | PLAYER post-deal card  | K♠

HAND 6 DEAL-ORDER RECONSTRUCTION
#039 | H06 | PLAYER card 1          | Q♠
#040 | H06 | DEALER hole card       | K♠
#041 | H06 | PLAYER card 2          | J♦
#042 | H06 | DEALER upcard          | 2♣
#043 | H06 | DEALER draw 1          | 4♥
#044 | H06 | DEALER draw 2          | 3♠

HAND 7 DEAL-ORDER RECONSTRUCTION
#045 | H07 | PLAYER card 1          | J♦
#046 | H07 | DEALER hole card       | A♣
#047 | H07 | PLAYER card 2          | Q♣
#048 | H07 | DEALER upcard          | Q♦

HAND 8 DEAL-ORDER RECONSTRUCTION
#049 | H08 | PLAYER card 1          | 2♦
#050 | H08 | DEALER hole card       | A♥
#051 | H08 | PLAYER card 2          | 2♠
#052 | H08 | DEALER upcard          | K♥
#053 | H08 | PLAYER post-deal card  | Q♦
#054 | H08 | PLAYER post-deal card  | 7♣

HAND 9 DEAL-ORDER RECONSTRUCTION
#055 | H09 | PLAYER card 1          | 7♥
#056 | H09 | DEALER hole card       | 6♥
#057 | H09 | PLAYER card 2          | 6♥
#058 | H09 | DEALER upcard          | A♦
#059 | H09 | PLAYER post-deal card  | 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: Donia
HYBRID MODE: Frozen wager/action reference remains visible; your entered wager/actions are the observed journey. Full Frozen counterfactual is calculated by S when source-complete.
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\FINISHED\Deterministic_Blackjack_LivePlay_RELEASE_2026-09-14\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
CHECK: frozen reference is £15.00 but entered wager is £10.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 10.00 | difference -5.00 | reason INTENTIONAL
  MINDSET_EVENT | H01 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £10.00 \| reason INTENTIONAL
Wager: £5.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♦,3♣ = 6 | Dealer 4♥
OBSERVED HAND (suits excluded): 3,3 vs 4
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♦,3♣ = 6 | FROZEN POLICY: SPLIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♦,3♣ vs 4♥ | SPLIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♦,3♣ | frozen SPLIT | actual SPLIT
Split A 3♦,A♠ = soft 14
Split B 3♣,Q♥ = 13
SPLIT A 3♦,A♠ = soft 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT A | 3♦,A♠ vs 4♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  SPLIT A | 3♦,A♠ | frozen HIT | actual HIT
SPLIT A 3♦,A♠,A♥ = soft 15 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT A | 3♦,A♠,A♥ vs 4♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  SPLIT A | 3♦,A♠,A♥ | frozen HIT | actual HIT
SPLIT A 3♦,A♠,A♥,3♦ = soft 18 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT A | 3♦,A♠,A♥,3♦ vs 4♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is HIT but entered action is STAND.
  SPLIT A | 3♦,A♠,A♥,3♦ | frozen HIT | actual STAND | ACTION DEVIATION reason INTENTIONAL
  MINDSET_EVENT | H01 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT SPLIT A \| 3♦,A♠,A♥,3♦ vs dealer 4 \| Frozen HIT -> actual STAND \| reason INTENTIONAL
SPLIT B 3♣,Q♥ = 13 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT B | 3♣,Q♥ vs 4♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is STAND but entered action is HIT.
  SPLIT B | 3♣,Q♥ | frozen STAND | actual HIT | ACTION DEVIATION reason INTENTIONAL
  MINDSET_EVENT | H01 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT SPLIT B \| 3♣,Q♥ vs dealer 4 \| Frozen STAND -> actual HIT \| reason INTENTIONAL
SPLIT B 3♣,Q♥,7♥ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT B | 3♣,Q♥,7♥ vs 4♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  SPLIT B | 3♣,Q♥,7♥ | frozen STAND | actual STAND
Dealer 4♥,K♣,3♥ = 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          | 3D
#002 | H01 | DEALER hole card       | KC
#003 | H01 | PLAYER card 2          | 3C
#004 | H01 | DEALER upcard          | 4H
#005 | H01 | PLAYER post-deal card  | AS
#006 | H01 | PLAYER post-deal card  | QH
#007 | H01 | PLAYER post-deal card  | AH
#008 | H01 | PLAYER post-deal card  | 3D
#009 | H01 | PLAYER post-deal card  | 7H
#010 | H01 | DEALER draw 1          | 3H
SPLIT NOTE: post-deal split cards are shown in operator-entry order; verify this sub-order against the screen.
TOTAL CARDS RECORDED THIS HAND: 10
--- END CARD STREAM REVIEW ---

SPLIT CHILD CHECK | A 18 vs Dealer 17 = PLAYER WIN | B 20 vs Dealer 17 = PLAYER WIN
  SPLIT_CHILD_RESULT | A total 18 stake 10.00 result W | B total 20 stake 10.00 result W | dealer 17
RESULT VALIDATED ✓ both split children imply PLAYER WIN
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
SPLIT BALANCE CHECK | A W £10.00 | B W £10.00 | expected £2520.00
BALANCE VALIDATED ✓ expected £2520.00
  HAND_HISTORY | 3,3 vs 4 | mode HYBRID | action SPLIT | result W | bank 2500.00->2520.00 | wager 10.00
HAND 01 | 2500.00->2520.00 | ref 15.00 actual 10.00 | committed 20.00 | NORMAL | P 3♦,3♣ | D-up 4♥ | D-hidden/draw K♣,3♥ | W
Recorded | Peak £2520.00 | Trough £2500.00 | MaxDD £0.00 | Exposure £20.00

========== HAND 2 / 30 ==========
Bankroll £2520.00 | Research-equivalent available £120.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £10.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 10.00 | difference -5.00 | reason INTENTIONAL
  MINDSET_EVENT | H02 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £10.00 \| reason INTENTIONAL
Wager: £5.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♦,3♠ = 6 | Dealer 6♠
OBSERVED HAND (suits excluded): 3,3 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 3 | Neutral 0 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 3♦,3♠ = 6 | FROZEN POLICY: SPLIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♦,3♠ vs 6♠ | SPLIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♦,3♠ | frozen SPLIT | actual SPLIT
Split A 3♦,3♣ = 6
Split B 3♠,10♥ = 13
SPLIT A 3♦,3♣ = 6 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT A | 3♦,3♣ vs 6♠ | HIT | TEXTBOOK / FROZEN-ALIGNED
  SPLIT A | 3♦,3♣ | frozen HIT | actual HIT
SPLIT A 3♦,3♣,6♦ = 12 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT A | 3♦,3♣,6♦ vs 6♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is STAND but entered action is HIT.
Allowed: IO
  SPLIT A | 3♦,3♣,6♦ | frozen STAND | actual HIT | ACTION DEVIATION reason INTENTIONAL
  MINDSET_EVENT | H02 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT SPLIT A \| 3♦,3♣,6♦ vs dealer 6 \| Frozen STAND -> actual HIT \| reason INTENTIONAL
SPLIT A 3♦,3♣,6♦,6♦ = 18 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT A | 3♦,3♣,6♦,6♦ vs 6♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
  SPLIT A | 3♦,3♣,6♦,6♦ | frozen STAND | actual STAND
SPLIT B 3♠,10♥ = 13 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | SPLIT B | 3♠,10♥ vs 6♠ | STAND | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is STAND but entered action is HIT.
Allowed: IO
  SPLIT B | 3♠,10♥ | frozen STAND | actual HIT | ACTION DEVIATION reason INTENTIONAL
  MINDSET_EVENT | H02 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT SPLIT B \| 3♠,10♥ vs dealer 6 \| Frozen STAND -> actual HIT \| reason INTENTIONAL
SPLIT B BUST at 23
Dealer 6♠,9♣,A♣,7♠ = 23 BUST

--- 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.
#011 | H02 | PLAYER card 1          | 3D
#012 | H02 | DEALER hole card       | 9C
#013 | H02 | PLAYER card 2          | 3S
#014 | H02 | DEALER upcard          | 6S
#015 | H02 | PLAYER post-deal card  | 3C
#016 | H02 | PLAYER post-deal card  | 10H
#017 | H02 | PLAYER post-deal card  | 6D
#018 | H02 | PLAYER post-deal card  | 6D
#019 | H02 | PLAYER post-deal card  | JD
#020 | H02 | DEALER draw 1          | AC
#021 | H02 | DEALER draw 2          | 7S
SPLIT NOTE: post-deal split cards are shown in operator-entry order; verify this sub-order against the screen.
TOTAL CARDS RECORDED THIS HAND: 11
--- END CARD STREAM REVIEW ---

SPLIT CHILD CHECK | A 18 vs Dealer 23 = PLAYER WIN | B 23 vs Dealer 23 = PLAYER LOSS
  SPLIT_CHILD_RESULT | A total 18 stake 10.00 result W | B total 23 stake 10.00 result L | dealer 23
Mixed split outcomes: round-level W/L/P retained as entered; child outcomes will drive balance validation.
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
SPLIT BALANCE CHECK | A W £10.00 | B L £10.00 | expected £2520.00
BALANCE VALIDATED ✓ expected £2520.00
  HAND_HISTORY | 3,3 vs 6 | mode HYBRID | action SPLIT | result W | bank 2520.00->2520.00 | wager 10.00
HAND 02 | 2520.00->2520.00 | ref 15.00 actual 10.00 | committed 20.00 | NORMAL | P 3♦,3♠ | D-up 6♠ | D-hidden/draw 9♣,A♣,7♠ | W
Recorded | Peak £2520.00 | Trough £2500.00 | MaxDD £0.00 | Exposure £40.00

========== HAND 3 / 30 ==========
Bankroll £2520.00 | Research-equivalent available £120.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £10.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 10.00 | difference -5.00 | reason INTENTIONAL
  MINDSET_EVENT | H03 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £10.00 \| reason INTENTIONAL
Wager: £5.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 3♠,8♥ = 11 | Dealer 8♦
OBSERVED HAND (suits excluded): 3,8 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 1 | Neutral 2 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 3♠,8♥ = 11 | FROZEN POLICY: DOUBLE [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♠,8♥ vs 8♦ | DOUBLE | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is DOUBLE but entered action is HIT.
  MAIN | 3♠,8♥ | frozen DOUBLE | actual HIT | ACTION DEVIATION reason INTENTIONAL
  MINDSET_EVENT | H03 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT MAIN \| 3♠,8♥ vs dealer 8 \| Frozen DOUBLE -> actual HIT \| reason INTENTIONAL
MAIN 3♠,8♥,9♦ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 3♠,8♥,9♦ vs 8♦ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 3♠,8♥,9♦ | frozen STAND | actual STAND
Dealer 8♦,6♠,7♠ = 21 21

--- 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.
#022 | H03 | PLAYER card 1          | 3S
#023 | H03 | DEALER hole card       | 6S
#024 | H03 | PLAYER card 2          | 8H
#025 | H03 | DEALER upcard          | 8D
#026 | H03 | PLAYER post-deal card  | 9D
#027 | H03 | DEALER draw 1          | 7S
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 20 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2510.00
  HAND_HISTORY | 3,8 vs 8 | mode HYBRID | action HIT | result L | bank 2520.00->2510.00 | wager 10.00
HAND 03 | 2520.00->2510.00 | ref 15.00 actual 10.00 | committed 10.00 | NORMAL | P 3♠,8♥,9♦ | D-up 8♦ | D-hidden/draw 6♠,7♠ | L
Recorded | Peak £2520.00 | Trough £2500.00 | MaxDD £10.00 | Exposure £50.00

========== HAND 4 / 30 ==========
Bankroll £2510.00 | Research-equivalent available £110.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £10.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 10.00 | difference -5.00 | reason INTENTIONAL
  MINDSET_EVENT | H04 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £10.00 \| reason INTENTIONAL
Wager: £5.00 BELOW reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♦,6♦ = 8 | Dealer Q♥
OBSERVED HAND (suits excluded): 2,6 vs Q | appeared before in project output: 1 time(s)
CURRENT STARTING HAND | 2,6 vs Q
PREVIOUS MATCHES | showing most recent 1 of 1
  PREVIOUS 1 | mode FROZEN | action HIT | result W | bank 2500.00->2515.00 | 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 2♦,6♦ = 8 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♦,6♦ vs Q♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♦,6♦ | frozen HIT | actual HIT
MAIN 2♦,6♦,A♥ = soft 19 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♦,6♦,A♥ vs Q♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♦,6♦,A♥ | frozen STAND | actual STAND
Dealer Q♥,9♣ = 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.
#028 | H04 | PLAYER card 1          | 2D
#029 | H04 | DEALER hole card       | 9C
#030 | H04 | PLAYER card 2          | 6D
#031 | H04 | DEALER upcard          | QH
#032 | H04 | PLAYER post-deal card  | AH
TOTAL CARDS RECORDED THIS HAND: 5
--- 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 £2510.00
  HAND_HISTORY | 2,6 vs Q | mode HYBRID | action HIT | result P | bank 2510.00->2510.00 | wager 10.00
HAND 04 | 2510.00->2510.00 | ref 15.00 actual 10.00 | committed 10.00 | NORMAL | P 2♦,6♦,A♥ | D-up Q♥ | D-hidden/draw 9♣ | P
Recorded | Peak £2520.00 | Trough £2500.00 | MaxDD £10.00 | Exposure £60.00

========== HAND 5 / 30 ==========
Bankroll £2510.00 | Research-equivalent available £110.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 20.00 | difference 5.00 | reason INTENTIONAL
  MINDSET_EVENT | H05 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £20.00 \| reason INTENTIONAL
Wager: £5.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 5♣,2♥ = 7 | Dealer 6♥
OBSERVED HAND (suits excluded): 2,5 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 3 | Neutral 0 | High 0
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 5♣,2♥ = 7 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 5♣,2♥ vs 6♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 5♣,2♥ | frozen HIT | actual HIT
MAIN 5♣,2♥,5♠ = 12 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 5♣,2♥,5♠ vs 6♥ | STAND | TEXTBOOK / FROZEN-ALIGNED
CHECK: frozen reference action is STAND but entered action is HIT.
  MAIN | 5♣,2♥,5♠ | frozen STAND | actual HIT | ACTION DEVIATION reason INTENTIONAL
  MINDSET_EVENT | H05 | STAGE ACTION | TYPE DEVIATION_REASON | TIMING PRE_OUTCOME | SOURCE LIVE_CAPTURE | TEXT MAIN \| 5♣,2♥,5♠ vs dealer 6 \| Frozen STAND -> actual HIT \| reason INTENTIONAL
MAIN BUST at 22
Dealer 6♥,J♠ = 16

--- 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.
#033 | H05 | PLAYER card 1          | 5C
#034 | H05 | DEALER hole card       | JS
#035 | H05 | PLAYER card 2          | 2H
#036 | H05 | DEALER upcard          | 6H
#037 | H05 | PLAYER post-deal card  | 5S
#038 | H05 | PLAYER post-deal card  | KS
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 22 vs Dealer 16
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2490.00
  HAND_HISTORY | 2,5 vs 6 | mode HYBRID | action HIT | result L | bank 2510.00->2490.00 | wager 20.00
HAND 05 | 2510.00->2490.00 | ref 15.00 actual 20.00 | committed 20.00 | NORMAL | P 5♣,2♥,5♠,K♠ | D-up 6♥ | D-hidden/draw J♠ | L
Recorded | Peak £2520.00 | Trough £2490.00 | MaxDD £30.00 | Exposure £80.00

========== HAND 6 / 30 ==========
Bankroll £2490.00 | Research-equivalent available £90.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £20.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 20.00 | difference 5.00 | reason INTENTIONAL
  MINDSET_EVENT | H06 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £20.00 \| reason INTENTIONAL
Wager: £5.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player Q♠,J♦ = 20 | Dealer 2♣
OBSERVED HAND (suits excluded): J,Q 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
MAIN Q♠,J♦ = 20 | FROZEN POLICY: STAND [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | Q♠,J♦ vs 2♣ | STAND | TEXTBOOK / FROZEN-ALIGNED
  MAIN | Q♠,J♦ | frozen STAND | actual STAND
Dealer 2♣,K♠,4♥,3♠ = 19

--- 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.
#039 | H06 | PLAYER card 1          | QS
#040 | H06 | DEALER hole card       | KS
#041 | H06 | PLAYER card 2          | JD
#042 | H06 | DEALER upcard          | 2C
#043 | H06 | DEALER draw 1          | 4H
#044 | H06 | DEALER draw 2          | 3S
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER WIN | Player 20 vs Dealer 19
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2510.00
  HAND_HISTORY | J,Q vs 2 | mode HYBRID | action STAND | result W | bank 2490.00->2510.00 | wager 20.00
HAND 06 | 2490.00->2510.00 | ref 15.00 actual 20.00 | committed 20.00 | NORMAL | P Q♠,J♦ | D-up 2♣ | D-hidden/draw K♠,4♥,3♠ | W
Recorded | Peak £2520.00 | Trough £2490.00 | MaxDD £30.00 | Exposure £100.00

========== HAND 7 / 30 ==========
Bankroll £2510.00 | Research-equivalent available £110.00 | State NORMAL | FROZEN WAGER £15.00
CHECK: frozen reference is £15.00 but entered wager is £40.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 40.00 | difference 25.00 | reason INTENTIONAL
  MINDSET_EVENT | H07 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £40.00 \| reason INTENTIONAL
Wager: £25.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player J♦,Q♣ = 20 | Dealer Q♦
OBSERVED HAND (suits excluded): J,Q 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 0 | High 3
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN J♦,Q♣ = 20 | FROZEN POLICY: STAND [FROZEN RESEARCH OVERRIDE: prior SPLIT -> STAND; also TEXTBOOK]
  POLICY SOURCE | MAIN | J♦,Q♣ vs Q♦ | STAND | FROZEN RESEARCH OVERRIDE: prior SPLIT -> STAND; also TEXTBOOK
  MAIN | J♦,Q♣ | frozen STAND | actual STAND
Dealer Q♦,A♣ = soft 21 21

--- 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.
#045 | H07 | PLAYER card 1          | JD
#046 | H07 | DEALER hole card       | AC
#047 | H07 | PLAYER card 2          | QC
#048 | H07 | DEALER upcard          | QD
TOTAL CARDS RECORDED THIS HAND: 4
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 20 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 | J,Q vs Q | mode HYBRID | action STAND | result L | bank 2510.00->2470.00 | wager 40.00
HAND 07 | 2510.00->2470.00 | ref 15.00 actual 40.00 | committed 40.00 | NORMAL | P J♦,Q♣ | D-up Q♦ | D-hidden/draw A♣ | L
Recorded | Peak £2520.00 | Trough £2470.00 | MaxDD £50.00 | Exposure £140.00

========== HAND 8 / 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 £40.00.
  WAGER DEVIATION | frozen_reference 15.00 | actual 40.00 | difference 25.00 | reason INTENTIONAL
  MINDSET_EVENT | H08 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £40.00 \| reason INTENTIONAL
Wager: £25.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 2♦,2♠ = 4 | Dealer K♥
OBSERVED HAND (suits excluded): 2,2 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 2 | Neutral 0 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 2♦,2♠ = 4 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♦,2♠ vs K♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
DOUBLE unavailable: research-equivalent bankroll £70.00 | already committed £40.00 | additional £40.00 required.
SPLIT unavailable: research-equivalent bankroll £70.00 | already committed £40.00 | additional £40.00 required.
  MAIN | 2♦,2♠ | frozen HIT | actual HIT
MAIN 2♦,2♠,Q♦ = 14 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 2♦,2♠,Q♦ vs K♥ | HIT | TEXTBOOK / FROZEN-ALIGNED
  MAIN | 2♦,2♠,Q♦ | frozen HIT | actual HIT
MAIN 2♦,2♠,Q♦,7♣ = 21 | 21 - hand complete; no further player action entered.
Dealer K♥,A♥ = soft 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.
#049 | H08 | PLAYER card 1          | 2D
#050 | H08 | DEALER hole card       | AH
#051 | H08 | PLAYER card 2          | 2S
#052 | H08 | DEALER upcard          | KH
#053 | H08 | PLAYER post-deal card  | QD
#054 | H08 | PLAYER post-deal card  | 7C
TOTAL CARDS RECORDED THIS HAND: 6
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 21 vs Dealer 21
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2430.00
  HAND_HISTORY | 2,2 vs K | mode HYBRID | action HIT | result L | bank 2470.00->2430.00 | wager 40.00
HAND 08 | 2470.00->2430.00 | ref 15.00 actual 40.00 | committed 40.00 | NORMAL | P 2♦,2♠,Q♦,7♣ | D-up K♥ | D-hidden/draw A♥ | L
Recorded | Peak £2520.00 | Trough £2430.00 | MaxDD £90.00 | Exposure £180.00

========== HAND 9 / 30 ==========
Bankroll £2430.00 | Research-equivalent available £30.00 | 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 INTENTIONAL
  MINDSET_EVENT | H09 | STAGE WAGER | TYPE DEVIATION_REASON | TIMING PRE_DEAL | SOURCE LIVE_CAPTURE | TEXT Frozen £15.00 -> actual £30.00 \| reason INTENTIONAL
Wager: £15.00 ABOVE reference
Initial visible deal entry: PLAYER first card -> DEALER upcard -> PLAYER second card.
Player 7♥,6♥ = 13 | Dealer A♦
OBSERVED HAND (suits excluded): 6,7 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 1 | High 1
Low=2-6 | Neutral=7-9 | High=10/J/Q/K/A | observational only
MAIN 7♥,6♥ = 13 | FROZEN POLICY: HIT [TEXTBOOK / FROZEN-ALIGNED]
  POLICY SOURCE | MAIN | 7♥,6♥ vs A♦ | HIT | TEXTBOOK / FROZEN-ALIGNED
DOUBLE unavailable: research-equivalent bankroll £30.00 | already committed £30.00 | additional £30.00 required.
  MAIN | 7♥,6♥ | frozen HIT | actual HIT
MAIN BUST at 23
Dealer A♦,6♥ = soft 17

--- 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.
#055 | H09 | PLAYER card 1          | 7H
#056 | H09 | DEALER hole card       | 6H
#057 | H09 | PLAYER card 2          | 6H
#058 | H09 | DEALER upcard          | AD
#059 | H09 | PLAYER post-deal card  | KD
TOTAL CARDS RECORDED THIS HAND: 5
--- END CARD STREAM REVIEW ---

RESULT VALIDATED ✓ cards imply PLAYER LOSS | Player 23 vs Dealer 17
BANKROLL CHECK: enter the updated platform balance shown immediately after the on-screen Win/Lose/Push verdict.
BALANCE VALIDATED ✓ expected £2400.00
  HAND_HISTORY | 6,7 vs A | mode HYBRID | action HIT | result L | bank 2430.00->2400.00 | wager 30.00
HAND 09 | 2430.00->2400.00 | ref 15.00 actual 30.00 | committed 30.00 | NORMAL | P 7♥,6♥,K♦ | D-up A♦ | D-hidden/draw 6♥ | L
Recorded | Peak £2520.00 | Trough £2400.00 | MaxDD £120.00 | Exposure £210.00
DEPLETION THRESHOLD REACHED: platform balance £2400.00 <= session floor £2400.00.
Research-equivalent bankroll: £0.00. Session stops here.
TABLE EXIT: research-equivalent bankroll £0.00 is below £15.00 table minimum.
No further valid wager can be placed.
LIVE SESSION ENDED AUTOMATICALLY after Hand 9.

================ OBSERVED HYBRID JOURNEY | SESSION 20260916_184907 ================
Observed mode: HYBRID | operator choices are authoritative for the live journey; this block does not relabel them as Frozen.
Observed Hybrid: hands 9 | final £0.00 | W/L/P 3/5/1 | exposure £210.00
Frozen/Casual formal-start counterfactual: DEFERRED TO S shuffle-analysis workflow, using the exact captured formal cardstream and source-completion rules.
================ END OBSERVED HYBRID JOURNEY | SESSION 20260916_184907 ================
