The Bloodhound
Foundation Model Tracker — Deep Pattern Memory
The pack’s deep-learning tracker. Runs the Kronos foundation model — a transformer pre-trained on millions of candlesticks — to forecast the next five trading days of price action.
Learn more: Methodology · Accuracy · Disclaimer · FAQ
Personality
Quiet, obsessive, and impossible to shake off a trail. The Bloodhound is the newest member of the pack — and the strangest. It does not read headlines, ratios, or indicators. It has memorized the shape of millions of candlestick charts across global markets, and it follows price action the way a bloodhound follows a scent: nose down, ignoring everything else. Powered by Kronos, it sketches the next five trading days of price bars. In Advanced Analysis it applies a post-consensus blend (not a fifth equal vote). Because it is new, its confidence is deliberately capped until it earns a public track record.
How Bloodhound Performs Stock Analysis
Bloodhound analysis feeds up to 400 daily candles (open, high, low, close, volume) into Kronos, a decoder-style transformer purpose-built for financial K-line data. The model generates the next five trading days of price bars, and the Bloodhound converts that forecast into a signal, an expected return, and a deliberately modest confidence score.
Analysis Methods
- Foundation-model price forecasting (Kronos transformer)
- Candlestick sequence tokenization across 400-bar context
- Five-trading-day forward path generation
- Forecast-slope trend extraction
- Predicted-path volatility estimation
- Independent cross-check of the four classic hounds
Signal Behavior
Contributes an independent vote to the Advanced consensus. Signals BUY or SELL only when its five-day forecast implies a move beyond ±1%; confidence is capped at 70 until its public track record justifies more.
Best For
- • Advanced Analysis consensus runs
- • A second opinion independent of technical indicators
- • Pure price-action pattern recognition
- • Traders curious what a foundation model sees in a chart
What Is a Foundation Model for Stock Prediction?
Just as language models learn grammar from billions of sentences, Kronos learned the grammar of markets from millions of candlestick sequences across global exchanges. The Bloodhound applies that pre-trained pattern memory to any ticker you analyze — no per-stock training required, no indicators, just learned price-action structure.
How the Bloodhound Forecasts the Next Five Trading Days
The Bloodhound hands Kronos up to 400 daily bars of context and asks it to draw the next five. The slope and spread of that forecast become a trend direction, an expected return, and a volatility estimate. A predicted move beyond ±1% becomes a BUY or SELL vote inside Advanced Analysis; anything smaller stays HOLD.
Why the Bloodhound’s Confidence Is Capped
Every hound on Hound Trader earns its confidence from a graded public track record. The Bloodhound is new to the pack, so its confidence is honesty-capped at 70 and its predictions are logged and evaluated like every other hound’s. As its 7-day accuracy record accumulates, its weight in the Advanced consensus adjusts automatically — trust is earned, not assumed.
