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Nelson Amaya

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Joined on Jan 22, 2026

Aug 30

Are LLMs Sentient? Why AI is Driven by Statistical Efficiency, Not Consciousness

#ai #opensource #ethics #machinelearning

3 min read

Aug 29

Deterministic vs. Probabilistic DLP: Why Regex and Luhn Checks Beat LLM-as-a-Judge for PII

#ai #opensource #ethics #machinelearning

3 min read

Aug 28

Closed-Source vs Open-Source AI for Regulated Industries

#ai #opensource #ethics #machinelearning

2 min read

Aug 28

How to Limit the Tool Calls an AI Agent Can Make

#ai #opensource #ethics #machinelearning

1 min read

Aug 28

Claude Fable Refuses to Explain Itself

#ai #opensource #ethics #machinelearning

2 min read

Aug 27

Large Language Models Are Naturally Probabilistic

#ai #opensource #ethics #machinelearning

2 min read

Aug 26

Why Self-Hosting Your AI Is Better When You Care About Data Privacy and Controls

#ai #opensource #ethics #machinelearning

3 min read

Aug 22

Not Every AI Task Requires a Frontier Model

#ai #opensource #ethics #machinelearning

5 min read

Aug 20

Why SAFi Is Going All In on Progressive Web Apps

#ai #opensource #ethics #machinelearning

4 min read

Aug 20

The Model That Refused to Explain Itself

#ai #opensource #ethics #machinelearning

3 min read

Aug 19

Phase 0: A Security Boundary Before AI Reasoning

#ai #opensource #ethics #machinelearning

2 min read

Aug 14

ISO/IEC 42001 Readiness: Where an AI Governance Engine Fits in an AIMS

#ai #opensource #ethics #machinelearning

5 min read

Aug 11

When AI Agents Go Rogue, Governance Must Be in the Runtime

#ai #opensource #ethics #machinelearning

4 min read

Aug 5

SAFi: Governance as the Runtime, Not an Add-On

#ai #opensource #ethics #machinelearning

7 min read

Jun 7

The Five Faculties: A Tour of SAFi's Cognitive Architecture

#ai #opensource #ethics #machinelearning

5 min read

May 31

AI Alignment is a Systems Architecture Problem, Not a Prompt Problem

#ai #alignment #agents

5 min read

May 26

I Got Tired of LLMs Hallucinating Compliance, So I Built an Open-Source Governance Layer

#opensource #ai #python #governanace

3 min read

Feb 12

I Built a Feedback Loop That Coaches LLMs at Runtime Using NumPy

#showdev #llm #machinelearning #python

3 min read

Feb 4

I Built a Runtime Governance Engine Based on 13th-Century Philosophy. Here is How it Works.

#ai #opensource #agents

3 min read

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