WISER ASSET
RESEARCH MODELSSame asset, independent validation
WISER ASSET/Investment research/GOLD / DIGITAL MARKETS

Digital asset investment research / AI RESEARCH

Gold AI investment researchUnderstand changes in gold through prices and macroeconomic factors.

Connect observations of gold prices, the dollar and U.S. Treasury yields, distinguishing gold-contract sentiment from the independent conditions of physical-asset research.

GOLD / DIGITAL MARKETS01 / EVIDENCE
DATA → STATE → CONDITIONS
Data have a cutoffViews have observation conditionsOriginal assessment version retainedArchived assessment · Separate live market data
Gold · Archived assessmentLoading archive

UTC trading day and update status pending loading

Awaiting loading

The summary reads archived data for the selected trading day; live quotes update independently.

K-LINE · EMA10 / EMA20

Candlesticks and EMA trends

XAUUSDT perpetual · 15m / 1h / 4h / 1d · Live

EMA10EMA20Bullish: EMA10 crosses above EMA20 (golden cross)Short: EMA10 crosses below EMA20 (death cross)
MARKET DATA

Daily data

UTC trading day 00:00–24:00 · Binance XAUUSDT perpetual (tracks spot XAU/USD)

ANALYSIS

Assessment analysis

Bullish signalBearish signalNeutral / Description
SCORE BREAKDOWN

Trend score components

Standardized factor score (z, capped at ±3) × weight → contribution to trend score

30 DAYS

Prices and assessments over the past 30 days

Top: trading-day closing prices, with dot colors indicating the day's assessment; bottom: trend score (excluding weekend closures)

Strongly bearishBearishBearish biasNeutral, bearish tiltNeutralNeutral with a bullish biasBullish biasBullishStrongly bullish
HISTORY

Historical assessments

Historical backtest (not live) · 24-hour directional hit rate

Loading backtest

Backtest using trend scores from historical archives: assume publication at 00:15 UTC on the day following each UTC trading day and observe price direction over the subsequent 24 hours. Historical archives have no first-publication evidence, and trend scores may have been recalculated. Results are for reference only,Not equivalent to the publication validation below。

—Hits ÷ (Hits + Misses)
Sample pending loadingPurely neutral signals, windows shorter than 24 hours and missing market prices are excluded (—records)
Bullish
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Bearish
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Most recent 30 samples
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Market data: Binance XAUUSDT perpetuals (including weekends, not spot XAU/USD) · 1-minute opening prices; equal starting and ending prices count as a miss.

View original backtest records ↗Methodology version backtest-24h-v1

Directional hit rate 24 hours after publication

Loading statistics

Observe market prices from the first confirmed public publication to validate the direction of the trend score frozen at publication. Signal agreement still measures agreement among factors.

—Hits ÷ (Hits + Misses)
Sample pending loadingHit count awaiting retrieval
Awaiting a full 24 hours
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Missing publication evidence
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Fully neutral
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Market data requires verification
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Statistics cover all archives included in the validation materials; date filters do not change this statistic.

Statistics update time awaiting retrieval

Statistical definitions and validation boundaries
  1. Forecast direction:Only use trend scores frozen at first publication; above 0 is bullish and below 0 bearish, including “neutral with a bullish/bearish bias”; purely neutral scores equal to 0 are excluded. Recalculated assessments cannot replace the originally published direction.
  2. Published:The conservative confirmed public publication time is when the first upload is read back from the public internet, which may be later than the actual upload. Archived trading dates, data assembly logs, AI completion logs and file modification times cannot substitute for it. Historical archives without reliable confirmation records are neither backfilled nor included.
  3. Observation window:The start is the opening price of the first 1-minute candle no earlier than the confirmed publication time, rounded forward with a delay under 60 seconds; the endpoint is the opening price of the corresponding minute 24 hours later. Daily changes or the following day's close are not substituted.
  4. Validation market data:Binance XAUUSDT gold perpetual futures (USDT/ounce), not spot gold; a continuous 24-hour period including weekends, without rolling forward to the next trading day. Uses only prices from the same market and basis above; unavailable sources or missing prices are labeled “Market data requires verification,” without substitution from live-quote fallback sources.
  5. Hit assessment:A bullish view with an ending price above the starting price, or a bearish view with an ending price below it, counts as a hit; the opposite or unchanged prices count as a miss. Valid samples include only “hits + misses”; cases under 24 hours, missing publication evidence, purely neutral views and missing market data are excluded.
  6. Statistical meaning:This validates the trend score's direction; it does not assess AI text quality or equal a trading win rate or investment return. Fees, slippage and holding paths are excluded. Small samples can cause volatile ratios, and past hits do not guarantee future performance.
View original validation records ↗Methodology version publication-24h-v1

Swipe horizontally to view all metrics; the date column remains visible.

METHODOLOGY

Assessment methodology

Model version 2026-09-25.gold.2

FACTS / SOURCES / CONTEXT

Page highlights and supporting materials

What price basis does gold research use?

Historical research primarily uses Binance XAUUSDT perpetual contract data, with OKX XAU-USDT-SWAP as fallback; specific sources are recorded in each period's data. Check the selected UTC trading day. Contract data are not equivalent to physical gold trades or gold tailings project selling prices.

Summary compiled: · Original data timestamps are as stated in the listed materials · Permalink to this section

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