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2 posts tagged with "market-ranking"

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Kairos: The God of Perfect Moments in Market Ranking

· 2 min read
Max Kaido
Architect

In the bustling digital marketplace of cryptocurrency trading, where millions of decisions are made in microseconds, there exists an algorithm named after one of the most enigmatic Greek deities - Kairos, the god of the perfect moment.

The Myth

Kairos was depicted as a young man with a distinctive forelock of hair at his forehead, but completely bald at the back. The symbolism was clear: you must grasp opportunity at the precise moment it presents itself, for once it passes, even the swiftest hand cannot catch it.

He carried a pair of scales, delicately balanced on a razor's edge - a reminder that decisions must be made with precision, yet swiftly. The ancient Greeks said that Kairos moved with such speed that he could dance on this razor without being cut.

Sorting Prompts Evolution - Finding the Perfect Balance

· 9 min read
Max Kaido
Architect

In our quest to improve market comparison accuracy, we've experimented with different versions of sorting prompts. This analysis compares their effectiveness and helps identify the optimal approach.

Test Setup

  • Markets: BTCUSDT vs ETHUSDT
  • Timeframe: 4h
  • Core Indicators: RSI, MACD, Bollinger Bands, Volume, ADX, Volatility, Ichimoku
  • Models Tested: LLAMA3.2:3B, GEMMA2:2B, DEEPSEEK:R1:1.5B