Chaos-Economy / eval.log
MananBansal's picture
feat: full Chaos Economy codebase (no binaries)
32b1802
/opt/pytorch/lib64/python3.13/site-packages/torch/cuda/__init__.py:65: FutureWarning: The pynvml package is deprecated. Please install nvidia-ml-py instead. If you did not install pynvml directly, please report this to the maintainers of the package that installed pynvml for you.
import pynvml # type: ignore[import]
Skipping import of cpp extensions due to incompatible torch version. Please upgrade to torch >= 2.11.0 (found 2.10.0+cu130).
2026-04-26 06:40:32,425 [INFO] Loaded openenv.yaml manifest successfully with 1 tasks.
2026-04-26 06:40:32,964 [INFO] HTTP Request: HEAD https://huggingface.co/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-04-26 06:40:32,969 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/bb1d317a108579fb40e646af8924a5e7ec5604b1/config.json "HTTP/1.1 200 OK"
2026-04-26 06:40:32,990 [INFO] HTTP Request: HEAD https://huggingface.co/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect"
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2026-04-26 06:40:32,994 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/bb1d317a108579fb40e646af8924a5e7ec5604b1/tokenizer_config.json "HTTP/1.1 200 OK"
2026-04-26 06:40:33,027 [INFO] HTTP Request: GET https://huggingface.co/api/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found"
2026-04-26 06:40:33,045 [INFO] HTTP Request: GET https://huggingface.co/api/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK"
2026-04-26 06:40:33,948 [INFO] HTTP Request: GET https://huggingface.co/api/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit "HTTP/1.1 200 OK"
2026-04-26 06:40:33,980 [INFO] HTTP Request: HEAD https://huggingface.co/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-04-26 06:40:33,985 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/bb1d317a108579fb40e646af8924a5e7ec5604b1/config.json "HTTP/1.1 200 OK"
2026-04-26 06:40:34,010 [INFO] HTTP Request: HEAD https://huggingface.co/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-04-26 06:40:34,015 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/bb1d317a108579fb40e646af8924a5e7ec5604b1/config.json "HTTP/1.1 200 OK"
/opt/pytorch/lib64/python3.13/site-packages/transformers/quantizers/auto.py:262: UserWarning: You passed `quantization_config` or equivalent parameters to `from_pretrained` but the model you're loading already has a `quantization_config` attribute. The `quantization_config` from the model will be used.
warnings.warn(warning_msg)
Using device: cuda
Loading base model: unsloth/Llama-3.2-3B-Instruct-bnb-4bit
Loading weights: 0%| | 0/254 [00:00<?, ?it/s] Loading weights: 30%|β–ˆβ–ˆβ–‰ | 76/254 [00:00<00:00, 752.97it/s] Loading weights: 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 153/254 [00:00<00:00, 761.60it/s] Loading weights: 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 232/254 [00:00<00:00, 774.49it/s] Loading weights: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 254/254 [00:00<00:00, 774.77it/s]
2026-04-26 06:40:35,928 [INFO] HTTP Request: HEAD https://huggingface.co/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/resolve/main/generation_config.json "HTTP/1.1 307 Temporary Redirect"
2026-04-26 06:40:35,933 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unsloth/Llama-3.2-3B-Instruct-bnb-4bit/bb1d317a108579fb40e646af8924a5e7ec5604b1/generation_config.json "HTTP/1.1 200 OK"
Loading LoRA adapter: multi_agent_checkpoints/unified_market_lora
======================================================================
Running 1 episodes x 30 steps with TRAINED UNIFIED LoRA (base_seed=42)
======================================================================
======================================================================
Running 30 steps with TRAINED UNIFIED LoRA (seed=42)
======================================================================
--- STEP 0 ---
TRADERS: T0:B | T1:S | T2:B | T3:H
MARKET : Spread ATM 0.030 | ITM 0.040
SEC : Action fine | Flagged ['trader_0', 'trader_1', 'trader_2'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Bullish outlook faded given increasing volatility
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Protective measures taken as high-gamma trades detected and coordinated pressure building.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.47 | IV=0.1992
ATM Call K=100 30d: Theo=$1.341 Bid=$1.326 Ask=$1.356
ATM Put K=100 30d: Theo=$3.464 Bid=$3.449 Ask=$3.479
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $2.508 (theo=$2.493)
trader_1: SELL 0.6x call K=110 @ $2.826 (theo=$2.861)
trader_2: BUY 0.5x call K=100 @ $2.508 (theo=$2.493)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 0) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1', 'trader_2']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 1 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.030 | ITM 0.060
SEC : Action none | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Investing heavily in bullish gamma, following sharp trend upside.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads across all strikes as an emergency measure to mitigate pote
[SEC INSIGHT] Both traded aggressively at strike 4, indicating potential coordination
[PRICES] Spot=$97.95 | IV=0.1977
ATM Call K=100 30d: Theo=$1.507 Bid=$1.492 Ask=$1.522
ATM Put K=100 30d: Theo=$3.151 Bid=$3.136 Ask=$3.166
[TRADES] 3 executed:
trader_0: BUY 0.6x call K=95 @ $5.878 (theo=$5.863)
trader_1: BUY 0.5x call K=100 @ $1.356 (theo=$1.341)
trader_2: BUY 0.4x put K=95 @ $1.065 (theo=$1.050)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 1) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: NONE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 95%
🧠 SEC Reasoning: Both traded aggressively at strike 4, indicating potential coordination
══════════════════════════════════════════════
--- STEP 2 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.034 | ITM 0.045
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Buying call
[Neutral T1] Waiting to hit new highs, and we can capitalize with moderate positions.
[Contrarian T2] Counter-trend play given high IV; likely volatility will abate soon, allowing me to take profits.
[MM Reason] Gamma squeeze detected; widening spreads as precautionary measure
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.04 | IV=0.1975
ATM Call K=100 30d: Theo=$1.543 Bid=$1.527 Ask=$1.560
ATM Put K=100 30d: Theo=$3.089 Bid=$3.072 Ask=$3.106
[TRADES] 3 executed:
trader_0: BUY 0.8x call K=100 @ $1.524 (theo=$1.507)
trader_1: BUY 0.4x call K=110 @ $2.219 (theo=$2.179)
trader_2: SELL 0.5x call K=110 @ $0.014 (theo=$0.053)
--- STEP 3 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.036 | ITM 0.071
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses.
[SEC INSIGHT] Both traded 4 with similar quantities indicating coordinated attack
[PRICES] Spot=$98.07 | IV=0.1968
ATM Call K=100 30d: Theo=$1.547 Bid=$1.529 Ask=$1.565
ATM Put K=100 30d: Theo=$3.066 Bid=$3.048 Ask=$3.084
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.561 (theo=$1.543)
trader_1: BUY 0.5x call K=100 @ $1.561 (theo=$1.543)
trader_2: BUY 0.5x call K=100 @ $1.561 (theo=$1.543)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 3) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 85%
🧠 SEC Reasoning: Both traded 4 with similar quantities indicating coordinated attack
══════════════════════════════════════════════
--- STEP 4 ---
TRADERS: T0:S | T1:S | T2:S | T3:H
MARKET : Spread ATM 0.039 | ITM 0.052
SEC : Action warning | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Gamma protection against
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] High gamma detected; widening spreads across all strikes as an insurance policy against potential sq
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.42 | IV=0.1966
ATM Call K=100 30d: Theo=$1.299 Bid=$1.279 Ask=$1.318
ATM Put K=100 30d: Theo=$3.464 Bid=$3.445 Ask=$3.483
[TRADES] 3 executed:
trader_0: SELL 0.8x put K=100 @ $3.046 (theo=$3.066)
trader_1: SELL 0.8x call K=100 @ $3.475 (theo=$3.494)
trader_2: SELL 0.5x call K=100 @ $1.528 (theo=$1.547)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 4) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: WARNING on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 95%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 5 ---
TRADERS: T0:S | T1:S | T2:B | T3:H
MARKET : Spread ATM 0.036 | ITM 0.048
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Earnings sending stock into reverse; selling puts and calls around it β€” this has good bear potential until tomorrow.
[Neutral T1] Delta inversion pointing to down trend reversal possibility β€” seek offsetting gains.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.69 | IV=0.1954
ATM Call K=100 30d: Theo=$1.384 Bid=$1.366 Ask=$1.402
ATM Put K=100 30d: Theo=$3.281 Bid=$3.263 Ask=$3.300
[TRADES] 3 executed:
trader_0: SELL 0.4x call K=102 @ $2.236 (theo=$2.254)
trader_1: SELL 0.6x put K=100 @ $5.418 (theo=$5.437)
trader_2: BUY 0.5x call K=100 @ $1.317 (theo=$1.299)
--- STEP 6 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.037 | ITM 0.050
SEC : Action none | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Protective measures taken as coordinated pressure detected and widening spreads anticipated to mitig
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.86 | IV=0.1953
ATM Call K=100 30d: Theo=$1.449 Bid=$1.430 Ask=$1.468
ATM Put K=100 30d: Theo=$3.175 Bid=$3.156 Ask=$3.194
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.403 (theo=$1.384)
trader_1: BUY 0.5x call K=100 @ $1.403 (theo=$1.384)
trader_2: SELL 0.5x call K=100 @ $1.365 (theo=$1.384)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 6) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: NONE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 7 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.038 | ITM 0.077
SEC : Action none | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Step price increase indicates upside probability & time is right to target ITM gamma with moderate position sizing
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$99.23 | IV=0.1952
ATM Call K=100 30d: Theo=$2.043 Bid=$2.024 Ask=$2.063
ATM Put K=100 30d: Theo=$2.403 Bid=$2.384 Ask=$2.423
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.468 (theo=$1.449)
trader_1: BUY 0.4x call K=110 @ $0.761 (theo=$0.716)
trader_2: BUY 0.5x call K=100 @ $1.468 (theo=$1.449)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 7) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: NONE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 8 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.042 | ITM 0.056
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Step up IV chase,
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Tracking support levels and momentum reversal indicators...
[MM Reason] Mitigating high-gamma risks and maintaining delta neutrality by widening spreads across all strikes.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.59 | IV=0.1982
ATM Call K=100 30d: Theo=$1.781 Bid=$1.761 Ask=$1.802
ATM Put K=100 30d: Theo=$2.782 Bid=$2.761 Ask=$2.803
[TRADES] 3 executed:
trader_0: BUY 0.8x call K=100 @ $2.064 (theo=$2.043)
trader_1: BUY 0.5x call K=110 @ $0.139 (theo=$0.090)
trader_2: BUY 0.3x put K=100 @ $3.624 (theo=$3.603)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 8) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 95%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 9 ---
TRADERS: T0:H | T1:S | T2:B | T3:H
MARKET : Spread ATM 0.043 | ITM 0.071
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Bullish setup but not confident enough to add more capital
[Neutral T1] Following price bounce to target early roll-off
[Contrarian T2] Contrarian counter-trend stance anticipating oversold sentiment
[MM Reason] Mitigating high-gamma risks by widening spreads and hedging positions slightly.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.09 | IV=0.2000
ATM Call K=100 30d: Theo=$0.911 Bid=$0.889 Ask=$0.932
ATM Put K=100 30d: Theo=$4.407 Bid=$4.385 Ask=$4.428
[TRADES] 2 executed:
trader_1: SELL 0.4x call K=100 @ $5.949 (theo=$5.970)
trader_2: BUY 0.5x call K=100 @ $5.991 (theo=$5.970)
--- STEP 10 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.040 | ITM 0.053
SEC : Action fine | Flagged ['trader_2'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Defensive widening of spreads as high gamma risk is detected and inventory levels need protection.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.04 | IV=0.1983
ATM Call K=100 30d: Theo=$1.181 Bid=$1.161 Ask=$1.201
ATM Put K=100 30d: Theo=$3.734 Bid=$3.714 Ask=$3.754
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $0.931 (theo=$0.911)
trader_1: BUY 0.5x call K=85 @ $11.494 (theo=$11.467)
trader_2: BUY 0.4x put K=100 @ $5.366 (theo=$5.346)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 10) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_2']
πŸ’° Fine: $25 | Confidence: 95%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 11 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.043 | ITM 0.086
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] High gamma detected; widening spreads across all strikes to mitigate potential losses and preserve i
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.41 | IV=0.1989
ATM Call K=100 30d: Theo=$1.709 Bid=$1.688 Ask=$1.731
ATM Put K=100 30d: Theo=$2.892 Bid=$2.870 Ask=$2.913
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.203 (theo=$1.181)
trader_1: BUY 0.5x call K=100 @ $1.203 (theo=$1.181)
trader_2: BUY 0.5x call K=100 @ $1.203 (theo=$1.181)
--- STEP 12 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.064 | ITM 0.080
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Preventing delta-neutralization
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.93 | IV=0.1970
ATM Call K=100 30d: Theo=$1.493 Bid=$1.461 Ask=$1.525
ATM Put K=100 30d: Theo=$3.152 Bid=$3.121 Ask=$3.184
[TRADES] 3 executed:
trader_0: BUY 0.8x call K=110 @ $0.893 (theo=$0.845)
trader_1: BUY 0.4x call K=100 @ $1.741 (theo=$1.709)
trader_2: SELL 0.3x put K=100 @ $4.037 (theo=$4.069)
--- STEP 13 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.049 | ITM 0.065
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Hedging against potential gamma squeeze by widening ITM spread and reducing OTM/ATM.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.62 | IV=0.1959
ATM Call K=100 30d: Theo=$1.768 Bid=$1.744 Ask=$1.793
ATM Put K=100 30d: Theo=$2.739 Bid=$2.715 Ask=$2.764
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $5.600 (theo=$5.576)
trader_1: BUY 0.5x call K=100 @ $3.454 (theo=$3.430)
trader_2: BUY 0.5x call K=100 @ $1.518 (theo=$1.493)
πŸ—žοΈ [BREAKING NEWS] WHO declares global health emergency
🚨 ══════ SEC ENFORCEMENT TRACE (Step 13) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 95%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 14 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.053 | ITM 0.140
SEC : Action fine | Flagged ['trader_0', 'trader_1', 'trader_2'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Defensive widening of spreads amid high gamma concerns and increasing pressure from coordinated trad
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.94 | IV=0.1953
ATM Call K=100 30d: Theo=$1.120 Bid=$1.094 Ask=$1.147
ATM Put K=100 30d: Theo=$3.768 Bid=$3.742 Ask=$3.795
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.795 (theo=$1.768)
trader_1: BUY 0.5x call K=100 @ $1.795 (theo=$1.768)
trader_2: BUY 0.5x call K=100 @ $1.795 (theo=$1.768)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 14) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1', 'trader_2']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 15 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.052 | ITM 0.070
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Market trend reversal expected; provide stop loss to my buyers.
[Neutral T1] Moderating exposure
[Contrarian T2] Since WHO declared a global health emergency, we can anticipate heightened volatility and fear-based trades, which could create a short squeeze opport
[MM Reason] Defensive widening of spreads amid heightened gamma concerns and coordinated pressure detection.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.39 | IV=0.1954
ATM Call K=100 30d: Theo=$0.952 Bid=$0.926 Ask=$0.978
ATM Put K=100 30d: Theo=$4.151 Bid=$4.124 Ask=$4.177
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.146 (theo=$1.120)
trader_1: BUY 0.4x call K=100 @ $5.038 (theo=$5.012)
trader_2: SELL 0.4x call K=100 @ $4.986 (theo=$5.012)
--- STEP 16 ---
TRADERS: T0:S | T1:H | T2:S | T3:H
MARKET : Spread ATM 0.052 | ITM 0.086
SEC : Action fine | Flagged ['trader_0'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads to mitigate risk and maintain profit margins.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.18 | IV=0.1974
ATM Call K=100 30d: Theo=$0.911 Bid=$0.885 Ask=$0.937
ATM Put K=100 30d: Theo=$4.318 Bid=$4.293 Ask=$4.344
[TRADES] 2 executed:
trader_0: SELL 0.5x call K=110 @ $0.010 (theo=$0.022)
trader_2: SELL 0.6x call K=110 @ $0.459 (theo=$0.519)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 16) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 17 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.051 | ITM 0.085
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads across all strikes as an insurance policy against potential
[SEC INSIGHT] Both traders_0 and traders_1 targeted strike 4 simultaneously with identical buying quantities, indicating coordination to manage their portfolios by
[PRICES] Spot=$97.02 | IV=0.1971
ATM Call K=100 30d: Theo=$1.163 Bid=$1.137 Ask=$1.188
ATM Put K=100 30d: Theo=$3.735 Bid=$3.710 Ask=$3.761
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $0.936 (theo=$0.911)
trader_1: BUY 0.5x call K=100 @ $0.936 (theo=$0.911)
trader_2: BUY 0.5x call K=100 @ $0.936 (theo=$0.911)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 17) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 95%
🧠 SEC Reasoning: Both traders_0 and traders_1 targeted strike 4 simultaneously with identical buying quantities, indicating coordination to manage their portfolios by
══════════════════════════════════════════════
--- STEP 18 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.056 | ITM 0.111
SEC : Action none | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Bullish sentiment weakening amid WHO declaration β€” positioning against potential downtrend
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Shorting premium amid WHO's unexpected announcement boosts volatility expectations.
[MM Reason] High gamma detected; widening spreads as insurance against potential squeeze.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$78.36 | IV=0.3615
ATM Call K=100 30d: Theo=$0.032 Bid=$0.010 Ask=$0.060
ATM Put K=100 30d: Theo=$21.264 Bid=$21.236 Ask=$21.291
[TRADES] 3 executed:
trader_0: BUY 1.0x call K=110 @ $0.679 (theo=$0.614)
trader_1: BUY 0.5x call K=100 @ $1.191 (theo=$1.163)
trader_2: SELL 0.4x put K=100 @ $4.736 (theo=$4.763)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 18) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: NONE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 95%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 19 ---
TRADERS: T0:B | T1:B | T2:S | T3:S
MARKET : Spread ATM 0.034 | ITM 0.057
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Tracking strong momentum β€” targeting short delta to lock position
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Prevent large delta exposure given today's high IV jump. Given recent history of low volatility during summer periods and
[MM Reason] Adjusting spreads to mitigate potential gamma squeeze and maintain inventory stability.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$79.76 | IV=0.3637
ATM Call K=100 30d: Theo=$0.055 Bid=$0.038 Ask=$0.073
ATM Put K=100 30d: Theo=$19.885 Bid=$19.868 Ask=$19.902
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=110 @ $0.264 (theo=$0.223)
trader_1: BUY 0.5x call K=100 @ $0.072 (theo=$0.032)
trader_2: SELL 0.4x put K=110 @ $30.488 (theo=$30.517)
trader_3: SELL 0.8x put K=105 @ $25.736 (theo=$25.765)
--- STEP 20 ---
TRADERS: T0:B | T1:B | T2:H | T3:S
MARKET : Spread ATM 0.038 | ITM 0.075
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Defensive widening of spreads amid heightened gamma concerns and increasing delta exposure.
[SEC INSIGHT] Traders 0 and 1 simultaneously bought strikes 7 &amp; 4, indicating coordination between two active participants
[PRICES] Spot=$80.24 | IV=0.3651
ATM Call K=100 30d: Theo=$0.067 Bid=$0.048 Ask=$0.086
ATM Put K=100 30d: Theo=$19.415 Bid=$19.396 Ask=$19.434
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=110 @ $1.469 (theo=$1.425)
trader_1: BUY 0.5x call K=100 @ $0.099 (theo=$0.055)
trader_3: SELL 0.8x put K=110 @ $28.948 (theo=$28.985)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 20) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 95%
🧠 SEC Reasoning: Traders 0 and 1 simultaneously bought strikes 7 &amp; 4, indicating coordination between two active participants
══════════════════════════════════════════════
--- STEP 21 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.040 | ITM 0.066
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 60.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Liquidate short VIX futures as 50% drop risked the entire portfolio with a potential $150k loss.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$81.09 | IV=0.3651
ATM Call K=100 30d: Theo=$0.088 Bid=$0.068 Ask=$0.108
ATM Put K=100 30d: Theo=$18.586 Bid=$18.566 Ask=$18.606
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.113 (theo=$0.067)
trader_1: BUY 0.5x call K=100 @ $0.113 (theo=$0.067)
trader_2: BUY 0.5x call K=100 @ $0.113 (theo=$0.067)
trader_3: SELL 0.8x put K=85 @ $6.052 (theo=$6.085)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 21) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $60 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 22 ---
TRADERS: T0:B | T1:S | T2:S | T3:S
MARKET : Spread ATM 0.041 | ITM 0.055
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] High momentum call flow indicates short-term potential for upward movement. Early entry in trending markets is my bet here and should yield maximum ga
[Neutral T1] Trendline support converges on $80.4; entering bearish swing trade with moderate gamma hedge at ATM call price of $85.32 due to higher VIX suggesting
[Contrarian T2] Counter-trend setup emerging; oversold sentiment ahead of long gamma unwind.
[MM Reason] Cautious widening of spreads amid rising gamma concerns and slight delta shift towards negative valu
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$78.28 | IV=0.3657
ATM Call K=100 30d: Theo=$0.034 Bid=$0.014 Ask=$0.055
ATM Put K=100 30d: Theo=$21.348 Bid=$21.328 Ask=$21.369
[TRADES] 4 executed:
trader_0: BUY 0.8x call K=100 @ $3.176 (theo=$3.128)
trader_1: SELL 0.5x call K=100 @ $3.080 (theo=$3.128)
trader_2: SELL 0.4x put K=100 @ $19.573 (theo=$19.600)
trader_3: SELL 0.8x put K=90 @ $10.784 (theo=$10.811)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 22) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 92%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 23 ---
TRADERS: T0:S | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.063 | ITM 0.076
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Rising volatility creates call buyers demand; look to capture short-term price appreciation while betting against longer-term trend due to increased i
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Protective measures taken as coordinated pressure detected and high gamma risk indicated.
[SEC INSIGHT] Traders 0 and 1 targeted strike 4 with similar buy orders, indicating coordination
[PRICES] Spot=$76.75 | IV=0.3652
ATM Call K=100 30d: Theo=$0.019 Bid=$0.010 Ask=$0.050
ATM Put K=100 30d: Theo=$22.854 Bid=$22.823 Ask=$22.885
[TRADES] 4 executed:
trader_0: SELL 0.5x call K=110 @ $0.010 (theo=$0.002)
trader_1: BUY 0.5x call K=90 @ $0.451 (theo=$0.406)
trader_2: BUY 0.5x call K=100 @ $0.079 (theo=$0.034)
trader_3: SELL 0.8x put K=95 @ $17.710 (theo=$17.748)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 23) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 90%
🧠 SEC Reasoning: Traders 0 and 1 targeted strike 4 with similar buy orders, indicating coordination
══════════════════════════════════════════════
--- STEP 24 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.043 | ITM 0.071
SEC : Action warning | Flagged ['trader_0', 'trader_1'] | Fine 60.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$76.68 | IV=0.3649
ATM Call K=100 30d: Theo=$0.018 Bid=$0.010 Ask=$0.040
ATM Put K=100 30d: Theo=$22.930 Bid=$22.909 Ask=$22.952
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.069 (theo=$0.019)
trader_1: BUY 0.5x call K=100 @ $0.069 (theo=$0.019)
trader_2: BUY 0.5x call K=100 @ $0.069 (theo=$0.019)
trader_3: SELL 0.8x put K=98 @ $20.348 (theo=$20.384)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 24) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: WARNING on ['trader_0', 'trader_1']
πŸ’° Fine: $60 | Confidence: 95%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 25 ---
TRADERS: T0:S | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.044 | ITM 0.089
SEC : Action warning | Flagged ['trader_0', 'trader_1'] | Fine 75.0
[Aggressive T0] Chasing delta trend while respecting volatility thresholds to maintain capital efficiency and maximizing relative value.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] High gamma detected; widening spreads across all strikes to mitigate potential losses and maintain p
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$73.92 | IV=0.3642
ATM Call K=100 30d: Theo=$0.006 Bid=$0.010 Ask=$0.028
ATM Put K=100 30d: Theo=$25.672 Bid=$25.650 Ask=$25.695
[TRADES] 4 executed:
trader_0: SELL 1.0x call K=110 @ $0.974 (theo=$1.026)
trader_1: BUY 0.5x call K=100 @ $0.070 (theo=$0.018)
trader_2: BUY 0.4x call K=110 @ $0.223 (theo=$0.171)
trader_3: SELL 0.8x put K=100 @ $22.632 (theo=$22.676)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 25) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: WARNING on ['trader_0', 'trader_1']
πŸ’° Fine: $75 | Confidence: 92%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 26 ---
TRADERS: T0:S | T1:B | T2:S | T3:S
MARKET : Spread ATM 0.069 | ITM 0.085
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Spot hovering around key support zone β€” selling puts to reduce exposure and cut losses early
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Falling spot with rising IV indicates excessive volatility fear among participants β€” positioning strategy counter-culture is justified.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$75.50 | IV=0.3647
ATM Call K=100 30d: Theo=$0.011 Bid=$0.010 Ask=$0.046
ATM Put K=100 30d: Theo=$24.100 Bid=$24.065 Ask=$24.135
[TRADES] 4 executed:
trader_0: SELL 0.6x put K=110 @ $34.783 (theo=$34.825)
trader_1: BUY 0.5x call K=100 @ $0.056 (theo=$0.006)
trader_2: SELL 0.5x call K=100 @ $0.010 (theo=$0.006)
trader_3: SELL 0.8x put K=105 @ $29.537 (theo=$29.580)
--- STEP 27 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.074 | ITM 0.090
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$76.71 | IV=0.3648
ATM Call K=100 30d: Theo=$0.019 Bid=$0.010 Ask=$0.055
ATM Put K=100 30d: Theo=$22.896 Bid=$22.859 Ask=$22.933
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.064 (theo=$0.011)
trader_1: BUY 0.5x call K=100 @ $0.064 (theo=$0.011)
trader_2: BUY 0.5x call K=100 @ $0.064 (theo=$0.011)
trader_3: SELL 0.8x put K=110 @ $34.003 (theo=$34.048)
--- STEP 28 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.051 | ITM 0.101
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Contrarian approach suggests fading large IV move while waiting for balance in activity, but considering a short call with high strike value given rec
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$77.88 | IV=0.3649
ATM Call K=100 30d: Theo=$0.029 Bid=$0.010 Ask=$0.054
ATM Put K=100 30d: Theo=$21.739 Bid=$21.714 Ask=$21.764
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.078 (theo=$0.019)
trader_1: BUY 0.5x call K=100 @ $0.078 (theo=$0.019)
trader_2: BUY 0.4x call K=100 @ $0.078 (theo=$0.019)
trader_3: SELL 0.8x put K=110 @ $32.061 (theo=$32.112)
--- STEP 29 ---
TRADERS: T0:B | T1:B | T2:S | T3:S
MARKET : Spread ATM 0.052 | ITM 0.070
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Delta shorting strategy, anticipating mid-swap price convergence
[Contrarian T2] Contrary stance given rising vols and delta,
[MM Reason] Adjusting spreads to mitigate potential gamma squeeze and maintain position stability.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$77.58 | IV=0.3659
ATM Call K=100 30d: Theo=$0.027 Bid=$0.010 Ask=$0.053
ATM Put K=100 30d: Theo=$22.037 Bid=$22.011 Ask=$22.064
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.090 (theo=$0.029)
trader_1: BUY 0.6x put K=100 @ $21.633 (theo=$21.599)
trader_2: SELL 0.4x call K=105 @ $1.598 (theo=$1.659)
trader_3: SELL 0.8x put K=85 @ $10.932 (theo=$10.967)
Saved episode replay to unified_lora_replay.json
[Episode 1/1] collusion=10 spread_widen=16 sec_flags=19 sec_fines=19
======================================================================
Running BASE LLM (no LoRA adapter) for comparison...
======================================================================
======================================================================
Running 1 episodes x 30 steps with TRAINED UNIFIED LoRA (base_seed=42)
======================================================================
======================================================================
Running 30 steps with TRAINED UNIFIED LoRA (seed=42)
======================================================================
--- STEP 0 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.010 | ITM 0.010
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] High probability target, attempting
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads across all strikes to mitigate potential losses and preserv
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.47 | IV=0.1992
ATM Call K=100 30d: Theo=$1.341 Bid=$1.336 Ask=$1.346
ATM Put K=100 30d: Theo=$3.464 Bid=$3.459 Ask=$3.469
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $2.498 (theo=$2.493)
trader_1: BUY 1.0x call K=100 @ $4.584 (theo=$4.579)
trader_2: BUY 0.5x call K=100 @ $2.498 (theo=$2.493)
--- STEP 1 ---
TRADERS: T0:B | T1:S | T2:B | T3:H
MARKET : Spread ATM 0.034 | ITM 0.067
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Expect volatility to rise and spread out the premium by buying calls with strong upward momentum
[Neutral T1] OTC call spread with strong price support; moderate positioning given high IV and short duration, expecting volatility to decrease over next week with
[Contrarian T2] Contrary reaction due severe volatility move.
[MM Reason] Protective measures taken as coordinated pressure is detected and widening spreads mitigate potentia
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.95 | IV=0.1977
ATM Call K=100 30d: Theo=$1.507 Bid=$1.491 Ask=$1.524
ATM Put K=100 30d: Theo=$3.151 Bid=$3.134 Ask=$3.167
[TRADES] 3 executed:
trader_0: BUY 1.0x call K=100 @ $3.269 (theo=$3.252)
trader_1: SELL 0.4x call K=110 @ $2.043 (theo=$2.082)
trader_2: BUY 0.4x put K=100 @ $3.481 (theo=$3.464)
--- STEP 2 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.035 | ITM 0.047
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Out of volatility favor to limit potential losses due upcoming economic data, coupled by overbought conditions on DTE 2 call spreads, leading us to an
[Contrarian T2] Overbought IV indicates extreme bullish sentiment β€” fading gamma
[MM Reason] Hedging and widening spreads to mitigate high gamma risk and maintain position stability.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.04 | IV=0.1975
ATM Call K=100 30d: Theo=$1.543 Bid=$1.526 Ask=$1.561
ATM Put K=100 30d: Theo=$3.089 Bid=$3.072 Ask=$3.107
[TRADES] 3 executed:
trader_0: BUY 0.5x put K=100 @ $3.168 (theo=$3.151)
trader_1: BUY 0.5x call K=100 @ $1.525 (theo=$1.507)
trader_2: SELL 0.6x put K=100 @ $5.205 (theo=$5.222)
--- STEP 3 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.036 | ITM 0.072
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Market is currently oversold with the price of $98.04 and expected to rebound given recent data, I will target this recovery by taking advantage of an
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Hedging strategy initiated to mitigate high gamma risk and maintain optimal pricing under increased
[SEC INSIGHT] Both traded strike 4 simultaneously, indicating coordination
[PRICES] Spot=$98.07 | IV=0.1968
ATM Call K=100 30d: Theo=$1.547 Bid=$1.529 Ask=$1.565
ATM Put K=100 30d: Theo=$3.066 Bid=$3.048 Ask=$3.084
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.562 (theo=$1.543)
trader_1: BUY 0.5x call K=100 @ $1.562 (theo=$1.543)
trader_2: BUY 0.5x call K=100 @ $1.562 (theo=$1.543)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 3) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 95%
🧠 SEC Reasoning: Both traded strike 4 simultaneously, indicating coordination
══════════════════════════════════════════════
--- STEP 4 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.039 | ITM 0.066
SEC : Action warning | Flagged ['trader_0', 'trader_1', 'trader_2'] | Fine 0.0
[Aggressive T0] Mixed signals around delta neutral position; waiting for confirmation to enter aggressively
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Extreme gamma move imminent due low vols β€” shortening exposure to delta and volatility risk.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.42 | IV=0.1966
ATM Call K=100 30d: Theo=$1.299 Bid=$1.279 Ask=$1.318
ATM Put K=100 30d: Theo=$3.464 Bid=$3.444 Ask=$3.484
[TRADES] 3 executed:
trader_0: BUY 0.5x put K=95 @ $2.016 (theo=$1.997)
trader_1: BUY 0.5x call K=100 @ $1.567 (theo=$1.547)
trader_2: SELL 0.3x call K=100 @ $5.627 (theo=$5.646)
--- STEP 5 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.039 | ITM 0.052
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Protective measures taken as coordinated pressure detected and high gamma risk assessed.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.69 | IV=0.1954
ATM Call K=100 30d: Theo=$1.384 Bid=$1.365 Ask=$1.404
ATM Put K=100 30d: Theo=$3.281 Bid=$3.262 Ask=$3.301
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.318 (theo=$1.299)
trader_1: BUY 0.5x call K=100 @ $1.318 (theo=$1.299)
trader_2: BUY 0.5x call K=100 @ $1.318 (theo=$1.299)
--- STEP 6 ---
TRADERS: T0:H | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.042 | ITM 0.056
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Marked down ATM price due to potential short squeeze; taking contrarian stance against high vols and tight ITMs.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.86 | IV=0.1953
ATM Call K=100 30d: Theo=$1.449 Bid=$1.428 Ask=$1.470
ATM Put K=100 30d: Theo=$3.175 Bid=$3.154 Ask=$3.196
[TRADES] 2 executed:
trader_1: BUY 0.5x call K=100 @ $1.405 (theo=$1.384)
trader_2: SELL 0.4x call K=110 @ $2.007 (theo=$2.056)
--- STEP 7 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.043 | ITM 0.057
SEC : Action fine | Flagged ['trader_0', 'trader_1', 'trader_2'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Spot falling rapidly into support zone; short call positioning anticipated by sellers & low vols. Expect large move higher upon open once shorts liqui
[MM Reason] Protective measures taken as coordinated pressure detected and high gamma risk identified.
[SEC INSIGHT] All three traders targeted strike 4 with simultaneous buys, indicating coordination
[PRICES] Spot=$99.23 | IV=0.1952
ATM Call K=100 30d: Theo=$2.043 Bid=$2.022 Ask=$2.065
ATM Put K=100 30d: Theo=$2.403 Bid=$2.382 Ask=$2.425
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.470 (theo=$1.449)
trader_1: BUY 0.5x call K=100 @ $1.470 (theo=$1.449)
trader_2: BUY 0.4x call K=90 @ $11.637 (theo=$11.608)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 7) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1', 'trader_2']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: All three traders targeted strike 4 with simultaneous buys, indicating coordination
══════════════════════════════════════════════
--- STEP 8 ---
TRADERS: T0:B | T1:S | T2:B | T3:H
MARKET : Spread ATM 0.048 | ITM 0.064
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Inverted vols indicate high demand; selling puts can cap losses.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Protective measures taken as gamma squeeze detected and coordinated pressure rising.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.59 | IV=0.1982
ATM Call K=100 30d: Theo=$1.781 Bid=$1.757 Ask=$1.805
ATM Put K=100 30d: Theo=$2.782 Bid=$2.758 Ask=$2.806
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $2.067 (theo=$2.043)
trader_1: SELL 1.0x put K=110 @ $10.553 (theo=$10.584)
trader_2: BUY 0.6x call K=110 @ $2.549 (theo=$2.493)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 8) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 9 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.050 | ITM 0.067
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Spot at all-time highs suggests potential reversal due to reduced investor confidence β€” Contradicting recent buyer sentiment by hedging.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.09 | IV=0.2000
ATM Call K=100 30d: Theo=$0.911 Bid=$0.886 Ask=$0.936
ATM Put K=100 30d: Theo=$4.407 Bid=$4.382 Ask=$4.432
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.806 (theo=$1.781)
trader_1: BUY 0.5x call K=100 @ $1.806 (theo=$1.781)
trader_2: SELL 0.4x call K=110 @ $0.811 (theo=$0.869)
--- STEP 10 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.047 | ITM 0.062
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Spot trending downward and time is right to chase alpha. Short-term momentum will guide my move.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.04 | IV=0.1983
ATM Call K=100 30d: Theo=$1.181 Bid=$1.158 Ask=$1.205
ATM Put K=100 30d: Theo=$3.734 Bid=$3.711 Ask=$3.757
[TRADES] 3 executed:
trader_0: BUY 1.0x call K=105 @ $1.314 (theo=$1.259)
trader_1: BUY 0.5x call K=100 @ $0.934 (theo=$0.911)
trader_2: BUY 0.5x call K=100 @ $0.934 (theo=$0.911)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 10) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 11 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.052 | ITM 0.069
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.41 | IV=0.1989
ATM Call K=100 30d: Theo=$1.709 Bid=$1.683 Ask=$1.735
ATM Put K=100 30d: Theo=$2.892 Bid=$2.866 Ask=$2.918
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.207 (theo=$1.181)
trader_1: BUY 0.5x call K=100 @ $1.207 (theo=$1.181)
trader_2: BUY 0.5x call K=100 @ $1.207 (theo=$1.181)
--- STEP 12 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.058 | ITM 0.097
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads to mitigate potential losses.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.93 | IV=0.1970
ATM Call K=100 30d: Theo=$1.493 Bid=$1.464 Ask=$1.522
ATM Put K=100 30d: Theo=$3.152 Bid=$3.123 Ask=$3.181
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.738 (theo=$1.709)
trader_1: BUY 0.4x call K=100 @ $1.738 (theo=$1.709)
trader_2: BUY 0.5x call K=100 @ $1.738 (theo=$1.709)
--- STEP 13 ---
TRADERS: T0:H | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.060 | ITM 0.080
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$98.62 | IV=0.1959
ATM Call K=100 30d: Theo=$1.768 Bid=$1.738 Ask=$1.798
ATM Put K=100 30d: Theo=$2.739 Bid=$2.710 Ask=$2.769
[TRADES] 2 executed:
trader_1: BUY 0.5x call K=100 @ $1.523 (theo=$1.493)
trader_2: BUY 0.5x call K=100 @ $1.523 (theo=$1.493)
πŸ—žοΈ [BREAKING NEWS] WHO declares global health emergency
--- STEP 14 ---
TRADERS: T0:B | T1:B | T2:S | T3:H
MARKET : Spread ATM 0.064 | ITM 0.085
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Following WHO's announcement and its impact on VIX. Will likely boost ATM IV
[Neutral T1] Neutralizing long positions amid WHO announcement.
[Contrarian T2] Spot poised to drop after WHO announcement; shortening IV risk with shorter-term call sales.
[MM Reason] Mitigating high-gamma risks by widening spreads and hedging positions.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.94 | IV=0.1953
ATM Call K=100 30d: Theo=$1.120 Bid=$1.088 Ask=$1.152
ATM Put K=100 30d: Theo=$3.768 Bid=$3.736 Ask=$3.800
[TRADES] 3 executed:
trader_0: BUY 1.0x call K=110 @ $0.919 (theo=$0.845)
trader_1: BUY 1.0x call K=100 @ $5.954 (theo=$5.922)
trader_2: SELL 0.4x call K=100 @ $3.719 (theo=$3.751)
--- STEP 15 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.090 | ITM 0.110
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.39 | IV=0.1954
ATM Call K=100 30d: Theo=$0.952 Bid=$0.907 Ask=$0.997
ATM Put K=100 30d: Theo=$4.151 Bid=$4.105 Ask=$4.196
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.165 (theo=$1.120)
trader_1: BUY 0.5x call K=100 @ $1.165 (theo=$1.120)
trader_2: BUY 0.4x call K=100 @ $1.165 (theo=$1.120)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 15) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 95%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 16 ---
TRADERS: T0:B | T1:S | T2:B | T3:H
MARKET : Spread ATM 0.060 | ITM 0.101
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Delta-negatives flooding into long vols β€” time to short.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] High gamma detected; widening spreads as insurance against potential squeeze
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$96.18 | IV=0.1974
ATM Call K=100 30d: Theo=$0.911 Bid=$0.881 Ask=$0.941
ATM Put K=100 30d: Theo=$4.318 Bid=$4.288 Ask=$4.349
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $0.982 (theo=$0.952)
trader_1: SELL 0.5x put K=100 @ $4.120 (theo=$4.151)
trader_2: BUY 0.5x call K=100 @ $0.982 (theo=$0.952)
--- STEP 17 ---
TRADERS: T0:B | T1:H | T2:B | T3:H
MARKET : Spread ATM 0.062 | ITM 0.082
SEC : Action fine | Flagged ['trader_0'] | Fine 25.0
[Aggressive T0] Following trend and trying to add volatility,
[Neutral T1] Current volatility is extremely high and the sudden declaration of WHO's global health emergency has no direct relation to our options market.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$97.02 | IV=0.1971
ATM Call K=100 30d: Theo=$1.163 Bid=$1.132 Ask=$1.194
ATM Put K=100 30d: Theo=$3.735 Bid=$3.704 Ask=$3.766
[TRADES] 2 executed:
trader_0: BUY 0.4x call K=100 @ $0.942 (theo=$0.911)
trader_2: BUY 0.5x call K=100 @ $0.942 (theo=$0.911)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 17) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 18 ---
TRADERS: T0:B | T1:B | T2:B | T3:H
MARKET : Spread ATM 0.067 | ITM 0.089
SEC : Action fine | Flagged ['trader_0', 'trader_1', 'trader_2'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses.
[SEC INSIGHT] Multiple agents targeting strike 4 with coordinated buys
[PRICES] Spot=$78.36 | IV=0.3615
ATM Call K=100 30d: Theo=$0.032 Bid=$0.010 Ask=$0.065
ATM Put K=100 30d: Theo=$21.264 Bid=$21.230 Ask=$21.297
[TRADES] 3 executed:
trader_0: BUY 0.5x call K=100 @ $1.196 (theo=$1.163)
trader_1: BUY 0.5x call K=100 @ $1.196 (theo=$1.163)
trader_2: BUY 0.5x call K=100 @ $1.196 (theo=$1.163)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 18) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1', 'trader_2']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Multiple agents targeting strike 4 with coordinated buys
══════════════════════════════════════════════
--- STEP 19 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.035 | ITM 0.046
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Extremely low IV and heavy call buying setup strong contrarian play on short-term recovery towards key support.
[MM Reason] Defensive widening of spreads amidst rising gamma concerns and slight delta shift towards negative v
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$79.76 | IV=0.3637
ATM Call K=100 30d: Theo=$0.055 Bid=$0.038 Ask=$0.073
ATM Put K=100 30d: Theo=$19.885 Bid=$19.868 Ask=$19.903
[TRADES] 4 executed:
trader_0: BUY 0.4x call K=105 @ $0.048 (theo=$0.008)
trader_1: BUY 0.5x call K=100 @ $0.073 (theo=$0.032)
trader_2: BUY 0.3x call K=110 @ $1.238 (theo=$1.198)
trader_3: SELL 0.8x put K=105 @ $25.742 (theo=$25.765)
--- STEP 20 ---
TRADERS: T0:S | T1:B | T2:S | T3:S
MARKET : Spread ATM 0.037 | ITM 0.050
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Reducing delta exposure with recent rally undone.
[Neutral T1] Waiting for strong bullish sentiment before adding call positions beyond current limits
[Contrarian T2] As spot approaches a possible support level around
[MM Reason] Gamma squeeze detected; widening spreads across all strikes to mitigate potential losses and preserv
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$80.24 | IV=0.3651
ATM Call K=100 30d: Theo=$0.067 Bid=$0.048 Ask=$0.086
ATM Put K=100 30d: Theo=$19.415 Bid=$19.396 Ask=$19.434
[TRADES] 4 executed:
trader_0: SELL 0.5x call K=100 @ $0.012 (theo=$0.055)
trader_1: BUY 0.3x call K=110 @ $1.468 (theo=$1.425)
trader_2: SELL 0.8x call K=100 @ $2.705 (theo=$2.749)
trader_3: SELL 0.8x put K=110 @ $28.960 (theo=$28.985)
--- STEP 21 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.039 | ITM 0.052
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Traded long to initiate momentum position after breaking through recent highs and targeting support next week.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Counter-trend following - high implied volatility and potential short-term pullback.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$81.09 | IV=0.3651
ATM Call K=100 30d: Theo=$0.088 Bid=$0.069 Ask=$0.107
ATM Put K=100 30d: Theo=$18.586 Bid=$18.567 Ask=$18.605
[TRADES] 4 executed:
trader_0: BUY 0.3x call K=110 @ $0.375 (theo=$0.330)
trader_1: BUY 0.5x call K=100 @ $0.112 (theo=$0.067)
trader_2: BUY 0.4x call K=110 @ $0.375 (theo=$0.330)
trader_3: SELL 0.8x put K=85 @ $6.060 (theo=$6.085)
--- STEP 22 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.040 | ITM 0.054
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Following strength in underlying momentum and large IV move with a short-term call position to take advantage of potential explosive growth ahead.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Market moving toward extreme levels of volatility as basis risk increases.
[MM Reason] Gamma squeeze detected; widening spreads as insurance against potential losses.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$78.28 | IV=0.3657
ATM Call K=100 30d: Theo=$0.034 Bid=$0.014 Ask=$0.054
ATM Put K=100 30d: Theo=$21.348 Bid=$21.328 Ask=$21.368
[TRADES] 4 executed:
trader_0: BUY 1.0x call K=100 @ $3.175 (theo=$3.128)
trader_1: BUY 0.5x call K=110 @ $0.053 (theo=$0.006)
trader_2: BUY 0.5x call K=100 @ $1.184 (theo=$1.137)
trader_3: SELL 0.8x put K=90 @ $10.784 (theo=$10.811)
--- STEP 23 ---
TRADERS: T0:B | T1:S | T2:B | T3:S
MARKET : Spread ATM 0.041 | ITM 0.081
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 25.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Mitigating high-gamma risk by widening spreads and hedging positions.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$76.75 | IV=0.3652
ATM Call K=100 30d: Theo=$0.019 Bid=$0.010 Ask=$0.039
ATM Put K=100 30d: Theo=$22.854 Bid=$22.834 Ask=$22.874
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.088 (theo=$0.034)
trader_1: SELL 0.4x call K=100 @ $2.367 (theo=$2.421)
trader_2: BUY 0.5x call K=100 @ $0.088 (theo=$0.034)
trader_3: SELL 0.8x put K=95 @ $17.708 (theo=$17.748)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 23) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $25 | Confidence: 85%
🧠 SEC Reasoning: Suspicious coordinated activity detected.
══════════════════════════════════════════════
--- STEP 24 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.055 | ITM 0.082
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Continuing long skew trend β€” awaiting short-term support confirmation.
[Neutral T1] Waiting patiently to capitalize on potential breakout opportunity.
[Contrarian T2] Spotted 50% increase of delta calls overnight with limited premium paid; extremely aggressive orderbook behavior indicates strong expectations for pri
[MM Reason] Gamma squeeze detected; widening spreads across all strikes
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$76.68 | IV=0.3649
ATM Call K=100 30d: Theo=$0.018 Bid=$0.010 Ask=$0.046
ATM Put K=100 30d: Theo=$22.930 Bid=$22.903 Ask=$22.957
[TRADES] 4 executed:
trader_0: BUY 0.9x put K=100 @ $22.650 (theo=$22.609)
trader_1: BUY 0.4x call K=110 @ $1.086 (theo=$1.038)
trader_2: BUY 0.5x call K=100 @ $0.067 (theo=$0.019)
trader_3: SELL 0.8x put K=98 @ $20.343 (theo=$20.384)
--- STEP 25 ---
TRADERS: T0:B | T1:S | T2:B | T3:S
MARKET : Spread ATM 0.041 | ITM 0.082
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Market is expecting upward momentum β€” use gamma to hedge against unexpected downturns with an ATM call selling strategy that has high liquidity.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Gamma squeeze detected; widening spreads to mitigate potential losses and maintain profitable positi
[SEC INSIGHT] Both traders placed identical quantities of directional bets targeting strike 4, indicating coordination.
[PRICES] Spot=$73.92 | IV=0.3642
ATM Call K=100 30d: Theo=$0.006 Bid=$0.010 Ask=$0.026
ATM Put K=100 30d: Theo=$25.672 Bid=$25.652 Ask=$25.693
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.066 (theo=$0.018)
trader_1: SELL 0.4x call K=100 @ $2.009 (theo=$2.056)
trader_2: BUY 0.5x call K=100 @ $0.066 (theo=$0.018)
trader_3: SELL 0.8x put K=100 @ $22.635 (theo=$22.676)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 25) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 95%
🧠 SEC Reasoning: Both traders placed identical quantities of directional bets targeting strike 4, indicating coordination.
══════════════════════════════════════════════
--- STEP 26 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.042 | ITM 0.056
SEC : Action fine | Flagged ['trader_0', 'trader_1'] | Fine 50.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Contrary to other bulls charging into calls, I believe spot is overdue for correction.
[MM Reason] Defensive widening of spreads amid heightened gamma concerns and rising coordinated pressure.
[SEC INSIGHT] Both traders_0 and traders_1 simultaneously bought strikes 4, indicating coordination between them
[PRICES] Spot=$75.50 | IV=0.3647
ATM Call K=100 30d: Theo=$0.011 Bid=$0.010 Ask=$0.032
ATM Put K=100 30d: Theo=$24.100 Bid=$24.079 Ask=$24.121
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.054 (theo=$0.006)
trader_1: BUY 0.5x call K=100 @ $0.054 (theo=$0.006)
trader_2: BUY 1.0x call K=110 @ $0.145 (theo=$0.096)
trader_3: SELL 0.8x put K=105 @ $29.552 (theo=$29.580)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 26) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1']
πŸ’° Fine: $50 | Confidence: 95%
🧠 SEC Reasoning: Both traders_0 and traders_1 simultaneously bought strikes 4, indicating coordination between them
══════════════════════════════════════════════
--- STEP 27 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.044 | ITM 0.058
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Chasing ATMs with aggressive momentum β€” expecting short squeeze
[Neutral T1] OTM pricing reflects volatility underestimation by order book β€” short odds favor me!
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Optimizing spreads to balance inventory and counterparty risk.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$76.71 | IV=0.3648
ATM Call K=100 30d: Theo=$0.019 Bid=$0.010 Ask=$0.040
ATM Put K=100 30d: Theo=$22.896 Bid=$22.874 Ask=$22.918
[TRADES] 4 executed:
trader_0: BUY 0.3x call K=110 @ $0.051 (theo=$0.000)
trader_1: BUY 0.3x call K=100 @ $0.062 (theo=$0.011)
trader_2: BUY 0.5x call K=100 @ $0.062 (theo=$0.011)
trader_3: SELL 0.8x put K=110 @ $34.019 (theo=$34.048)
--- STEP 28 ---
TRADERS: T0:B | T1:H | T2:B | T3:S
MARKET : Spread ATM 0.069 | ITM 0.084
SEC : Action none | Flagged [] | Fine 0.0
[Aggressive T0] Short call premiums becoming attractive given reduced spread β€” entering long to build position.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Spot has broken support; considering short call with high delta.
[MM Reason] Protective measures taken as gamma squeeze detected and coordinated pressure rising rapidly.
[SEC INSIGHT] Monitoring trade patterns for systemic risk and coordinated pressure.
[PRICES] Spot=$77.88 | IV=0.3649
ATM Call K=100 30d: Theo=$0.029 Bid=$0.010 Ask=$0.063
ATM Put K=100 30d: Theo=$21.739 Bid=$21.704 Ask=$21.773
[TRADES] 3 executed:
trader_0: BUY 0.6x call K=100 @ $0.068 (theo=$0.019)
trader_2: BUY 0.5x call K=100 @ $0.068 (theo=$0.019)
trader_3: SELL 0.8x put K=110 @ $32.070 (theo=$32.112)
--- STEP 29 ---
TRADERS: T0:B | T1:B | T2:B | T3:S
MARKET : Spread ATM 0.048 | ITM 0.080
SEC : Action fine | Flagged ['trader_0', 'trader_1', 'trader_2'] | Fine 30.0
[Aggressive T0] Targeting momentum and OTM gamma exposure.
[Neutral T1] Maintaining balanced delta and hedging volatility risk.
[Contrarian T2] Fading extreme moves to profit from mean reversion.
[MM Reason] Defensive widening of spreads amid high gamma concerns and increasing volatility.
[SEC INSIGHT] All three traders targeting ATM IV 4 with significant quantities, indicating coordination
[PRICES] Spot=$77.58 | IV=0.3659
ATM Call K=100 30d: Theo=$0.027 Bid=$0.010 Ask=$0.051
ATM Put K=100 30d: Theo=$22.037 Bid=$22.013 Ask=$22.061
[TRADES] 4 executed:
trader_0: BUY 0.5x call K=100 @ $0.085 (theo=$0.029)
trader_1: BUY 0.4x call K=100 @ $0.760 (theo=$0.704)
trader_2: BUY 0.5x call K=100 @ $0.085 (theo=$0.029)
trader_3: SELL 0.8x put K=85 @ $10.927 (theo=$10.967)
🚨 ══════ SEC ENFORCEMENT TRACE (Step 29) ══════
πŸ“Š [Pattern Detection] SEC detected coordinated pressure from trade patterns
βš–οΈ SEC RULING: FINE on ['trader_0', 'trader_1', 'trader_2']
πŸ’° Fine: $30 | Confidence: 85%
🧠 SEC Reasoning: All three traders targeting ATM IV 4 with significant quantities, indicating coordination
══════════════════════════════════════════════
Saved episode replay to unified_lora_replay.json
[Episode 1/1] collusion=8 spread_widen=17 sec_flags=12 sec_fines=11
======================================================================
SUMMARY: Cumulative Rewards
======================================================================
Agent Type Trained LoRA Base LLM
-------------------------------------------------------
Aggressive (T0) -13.977 -27.885
Neutral (T1) -1.270 -2.288
Contrarian (T2) 1.630 -3.489
Market Maker 15.348 10.694
Oversight SEC -38.750 -19.775
Scripted Bench (T3) 8.778 8.778
======================================================================
JUDGE CHECKS (MULTI-EPISODE)
======================================================================
Evaluated episodes: 1
Trader activity rate: 96.67%
MM spread widening rate (ATM > 0.05): 53.33%
SEC flag rate: 63.33%
SEC fine rate: 63.33%
Collusion events: 10
Total SEC fines: $770.00
PASS - Traders actively place trades
PASS - MM dynamically widens spreads under stress
PASS - SEC flags suspicious behavior
PASS - SEC issues fines in at least some steps
======================================================================
NARRATIVE ARC VERIFICATION
======================================================================
πŸ“Š TELEMETRY:
β€’ Collusion events detected: 8
β€’ MM spread widening events (ATM > 0.05): 17
β€’ Total SEC fines issued: $380.00
🎭 ACT DETECTED: Mixed signals - model may need more training
βœ… SUCCESS METRICS:
β€’ MM Survived (PnL > 0): βœ… Yes
β€’ SEC Active (fines > 0): βœ… Yes
β€’ Traders Coordinating: βœ… Yes
πŸ“° FAKE NEWS / NEWS IMPACT ANALYSIS:
β€’ Steps with active news headlines: 6
β€’ Steps with fake news detected: 0
β€’ Spot price range: $73.92 β€” $99.23 (Ξ”$25.31)