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Eduardo

"I build tools to protect LLM training data from contamination. Author of Beatriz Epistemic Gate."

I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.

I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.

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Me dijeron "eso no sirve, eso no detiene nada". Tenía 16 experimentos con hash en una Toshiba del 2006.

Me dijeron "eso no sirve, eso no detiene nada". Tenía 16 experimentos con hash en una Toshiba del 2006.

Comments
2 min read
COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.

COMPREHENSIVE ANALYSIS: THE CALIBRATION PHASE (EXP01–07) I built an epistemic gate to stop LLM data poisoning during fine-tuning.

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4 min read
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