50 个 agent 的闭环交易流水线：Jev 1.13 出最终裁决
49 个专家 agent 读微观结构并保留分歧，第 50 个压成状态字典，Jev 1.13 给出有界判决，执行层再过硬风控闸门。
I TESTED 10,000 CONFLICTING SIGNALS ACROSS 50 AGENTS. THIS IS THE ONLY CYCLE THAT MATTERS. Most people think a 50-agent trading system is a flat dashboard that screams BUY or SELL In reality, it’s a continuous research engine: 1. INGEST: 49 specialists read micro-structure, spreads, order flow, and volatility decay. 2. DISPUTE: Contradictions are isolated instead of averaged out. 3. SYNTHESIZE: Agent #50 compresses the remaining tension into a single state dict. 4. INFERENCE: Jev 1.13 evaluates the compressed state and issues a bounded verdict. 5. GATE: The execution layer enforces hard risk thresholds before a single order is permitted. If you don’t structure the cycle, you don’t have an autonomous desk, you have 50 noisy bots competing for your capital. Complete breakdown of the closed-loop pipeline and state builder in the article below.
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