"AI - Gold (5) Let’s continue talking about the V4 version of the gold trading agent... The premise of V4 is that the weekly performance of the daily gold research reports seems pretty decent... The market analysis has been fairly accurate. So here’s the question: if AI research reports are truly useful, can AI rely on its own reports to trade and make money? That’s exactly the problem V4 aims to solve... The original idea was to hand over the finished research reports to AI, add an extra layer of trading agent, and generate trading plans... The updated idea is to rerun the research process and create a top-down system agent: 1. **News Agent**: Organizes news and events, only records facts, doesn’t directly provide trading advice. 2. **Macro Agent**: Analyzes macroeconomic factors like the dollar, U.S. bonds, real interest rates, and Fed expectations. 3. **Flow Agent**: Examines capital flows, positions, ETFs, futures transactions, and order flow tendencies. 4. **Technical Agent**: Analyzes gold’s technical structure, including trends, key price levels, support/resistance, and M15 structures. 5. **Session Agent**: Focuses on the rhythm of the current trading session, such as Asia session highs/lows, London session stop hunts, and New York session data windows. 6. **Scenario Agent**: Generates multiple scenarios—uptrend, downtrend, consolidation—and provides trigger conditions. 7. **Trade Agent**: Converts the previous research into trade candidates, like buying on pullbacks, breakout pullbacks, stop-loss reversals, etc. 8. **Risk Agent**: A risk control module that checks whether the trade candidates meet criteria, such as reasonable stop-loss levels, risk/reward ratios, and verifiable conditions. 9. **Final Agent**: Selects the strategies that actually go into the trading log and records why they were chosen or discarded. Ran the full process for the New York session last Friday... The biggest issue was that it was too slow... GPT 5.5 xhigh took an hour to complete the entire workflow... Spent the weekend optimizing the process and created a V4 FAST version, simplifying the workflow... Starting this on Monday... Let’s see the results next week...