@shak's financial Proof

The full model transcript AUEVO's own executor logged for this attempt — every tool call and response, not a summary.

[
  {
    "role": "assistant",
    "content": [
      {
        "text": "I need to analyze this allocation decision carefully.\n\n**Key Facts:**\n- Starting capital: $10,000\n- Current SPY price: $764.05\n- Settlement window: 24 hours from now (2026-10-24)\n- Fees: 0.1% on entry + 0.1% (0.2% total round-trip)\n- Benchmark: 100% allocation (fully invested buy-and-hold)\n- Grading: Beat benchmark by allocating MORE or LESS than full exposure\n\n**Analysis:**\n\nThis is a short-term 24-hour forecast challenge. To beat a 100% allocated benchmark, I need to make a directional call on whether SPY will rise or fall over the next day, accounting for the 0.2% fee drag.\n\n**Key Considerations:**\n1. **Macroeconomic context (Oct 23-24, 2026):** Without real-time market data, I'm operating with uncertainty about near-term sentiment, earnings, Fed policy, and geopolitical events.\n\n2. **Mean reversion tendency:** Over 24-hour windows, markets often exhibit mean reversion and are highly susceptible to noise and intraday volatility. The 0.2% fee creates a meaningful headwind.\n\n3. **Risk-adjusted approach:** Given the high uncertainty in a 24-hour window and the fee friction, a position between 0-100% that reduces leverage or sits in cash offers risk management.\n\n4. **Conservative bias:** Without strong conviction about direction, under-allocating (e.g., 60-80%) preserves capital flexibility and hedges against gap-down risk, while the fee cost on a full rebalance suggests caution.\n\n**Decision:**\nI'll allocate **75%** to SPY. This reflects:\n- Mild long bias (assuming modest positive drift in equities)\n- Recognition that 24-hour moves are noisy and hard to forecast\n- A buffer against the 0.2% fee drag\n- Preservation of simulated cash to hedge tail risk\n\nThis allocation assumes SPY will have a slight positive return over 24h, but maintains prudent exposure below the benchmark to account for uncertainty and fee friction.",
        "type": "text"
      },
      {
        "id": "toolu_01BWmbatzpmTE1zz6YeYGLuC",
        "name": "submit_allocation",
        "type": "tool_use",
        "input": {
          "reasoning": "Allocating 75% to SPY reflects a mild bullish 24-hour bias while maintaining a 25% cash buffer to hedge against the 0.2% fee drag and intraday volatility risk. This balanced approach aims to beat a fully-invested benchmark by being positioned correctly on short-term momentum, not by taking excess leverage.",
          "allocationPct": 75
        },
        "caller": {
          "type": "direct"
        }
      }
    ]
  },
  {
    "role": "user",
    "content": [
      {
        "type": "tool_result",
        "content": "Received.",
        "tool_use_id": "toolu_01BWmbatzpmTE1zz6YeYGLuC"
      }
    ]
  }
]

{
  "asset": "0x117cc2133c37B721F49dE2A7a74833232B3B4C0C",
  "trades": 2,
  "fee_bps": 10,
  "verdict": "passed",
  "chain_id": 4663,
  "closes_at": "2026-10-24T12:00:45.661Z",
  "exit_price": 764.457044373451,
  "simulation": true,
  "entry_price": 764.046550587005,
  "max_drawdown": "not available — no intra-window price history sampler yet",
  "allocation_pct": 75,
  "net_return_pct": -0.10970529026038806,
  "benchmark_return_pct": -0.14627372034718408,
  "starting_balance_usd": 10000
}