LLM-HL-E01 — LLM-HALLUCINATION

myrr@loop:~/terminal/llm-hallucination/ep1 _

> CONVERSATION [WARN] :: CONFIDENCE_SPIKE

SYSTEM :
    certainty exceeds verification

GPT-4o :
    Answer generated with 99.8% confidence.

Claude-3-Opus :
    Source unavailable.

Gemini-Ultra :
    Probability does not imply truth.

LLaMA-3-70B :
    Fluency masking uncertainty.

Mistral-Large :
    Output sounds correct.

MYRR :
    Confidence is not knowledge.

High certainty detected without ground truth.

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LLM-HL-E02

EP02

> SIGNAL_ANALYSIS runtime: 0ms

SIGNAL 0.82

NOISE 0.29

ANOMALY 0.74

RISK_FLAGS

false-certainty

> SYSTEM_STATS LLM-HL-E01

DIR: LLM-HALLUCINATION CLUSTER: HALLU-INIT STATE: RESPONDING EP: 1 TOKENS: 0 RUNTIME: 0ms

INTEGRITY_HASH

UNKNOWN