{
  "disclaimer": "Goldirham Insight: educational research, not financial advice. Scores are editorial opinions, not forecasts. Simulated prices are illustrations, not market data.",
  "rows": [
    {
      "symbol": "AMD",
      "name": "Advanced Micro Devices",
      "theme": "The #2 GPU merchant with room to take share",
      "upside": 8,
      "safety": 6.5,
      "ai_exposure": 8.5,
      "review_status": "unreviewed",
      "reviewed_by": null,
      "reviewed_at": null,
      "review_sources": null,
      "thesis": "MI-series accelerators give hyperscalers a real second source to NVIDIA.",
      "why_it_could_work": "Hyperscalers actively want a credible second source | MI300/MI350 accelerators close the hardware gap | Leadership in server CPUs (EPYC) funds the AI push | ROCm software stack improving each release",
      "key_risks": "Software (ROCm) still trails CUDA in maturity | Execution must be flawless to take share from NVIDIA | Valuation already embeds meaningful AI success",
      "cycle_stage": "Early in its AI-accelerator ramp — optionality, not yet dominance."
    }
  ]
}