# faf (blogs) — RSS Amplifier Recent posts from the 1 feeds in the RSS Amplifier directory that cover faf. Page: Feed: --- ## [Distillation by Prompt: On-Premise LLM Calibration](https://tompaw.net/distillation-by-prompt-on-premise-llm-calibration/) _2026-08-13 · Tom Pawelek · tompaw.net | Blog_ An MSU/UA PATENT Lab paper describing the principles of ROC driven prompt distillation. It closes the gap between frontier models and on-premise LLMs allowing for offline deployments, without any cloud vendor dependencies. In my example it is used to train an installment loan lead underwriting filter. The post Distillation by Prompt: On-Premise LLM Calibration appeared first on tompaw.net | Blog . ## [Genetic Fuzzy and Neuro Evolution: Complexity Analysis](https://tompaw.net/genetic-fuzzy-and-neuro-evolution-complexity-analysis/) _2025-12-09 · Tom Pawelek · tompaw.net | Blog_ MSU paper analyzing complexity of genetic algorithms used to train Expert Systems (fuzzy logic) and Neural Networks (NEAT). The post Genetic Fuzzy and Neuro Evolution: Complexity Analysis appeared first on tompaw.net | Blog . ## [LLMZ+: Contextual Prompt Whitelist](https://tompaw.net/llmz-contextual-prompt-whitelist/) _2025-10-31 · Tom Pawelek · tompaw.net | Blog_ MSU research paper to be presented at a ICMLA ’25 conference in Boca Raton, FL. It describes the principles of contextual whitelisting for agentic LLMs. It significantly increases deployment security without additional cost and resources associated with traditional threat mitigation systems. arxiv link: https://arxiv.org/abs/2509.18557 The post LLMZ+: Contextual Prompt Whitelist appeared first on… ## [Fintech Use of Genetic Algorithms](https://tompaw.net/fintech-use-of-genetic-algorithms/) _2025-05-31 · Tom Pawelek · tompaw.net | Blog_ MSU Seminar paper describing fintech adoption of Genetic-assisted AI. From ledger forecasting to anti-fraud and forensic audits, I provide a brief overview of evolutionary algorithms improving well-established artificial intelligence tools. The paper is linked below. The post Fintech Use of Genetic Algorithms appeared first on tompaw.net | Blog . ## [Genetic Evolution of Expert AI Systems](https://tompaw.net/genetic-evolution-of-expert-ai-systems/) _2025-01-09 · Tom Pawelek · tompaw.net | Blog_ MSU paper describing a real-life use of an expert system paired with an evolutionary training algorithm in the realm of US credit underwriting. The original paper is linked below. Some sections were co-authored with Rym Oulad Ali (ENSEA/MSU). In this experiment, we implement a CLIPS fuzzy expert system to underwrite consumer loans. It is then … Continue reading "Genetic Evolution of Expert AI…