Applied Labs

Proving grounds for Evening Star AI research.

Labs are where the institute tests research ideas against specific operational domains: vulnerability intelligence, LLM security, and market decision support.

Purple Radar Vulnerability Intelligence

Evidence-first vulnerability analysis for modern attack surfaces.

Purple Radar applies Evening Star thinking to vulnerability records, exploit signals, exposed services, scanner confidence, known-exploited indicators, and risk-prioritized findings.

CVE correlationExploitabilityRisk scoring

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Purple Firefish LLM Security Gateway

Adversarial input detection before prompts touch the model.

Purple Firefish is the gateway concept for prompt injection, jailbreak behavior, data-exfiltration attempts, delimiter abuse, obfuscation, and system-prompt probing signals.

Prompt injectionJailbreaksLLM defense

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Candles Edge Market Intelligence

AI-assisted market analytics that reduce noise into decisions.

Candles Edge inspires Evening Star's market adapter: OHLCV features, returns, ATR percentage, Bollinger width, RSI, MACD, volume z-score, anomaly markers, and decision support.

Anomaly markersRegime signalsDecision score

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Lab Philosophy

Each lab is a controlled test of the same operating principle.

The lab systems differ by domain, but the pattern is consistent: observe context, detect meaningful change, explain uncertainty, and translate model output into practical next steps.