Luiz Frias
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Thoughts on AI, prompt engineering, and futuristic technology.

Siglet-Qubits: A Framework for Reverse-Mapped Ethical Observables — Part 6: Closing Essay & Future Trajectories

July 17, 2025·2 min read·Updated: July 17, 2025

Synthesizing the siglet-qubit model’s implications and outlining next steps for implementation, collaboration, and system design.

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#symbolic AI#siglet-qubits#research#alignment#quantum ethics

Siglet-Qubits: A Framework for Reverse-Mapped Ethical Observables — Part 5: Alignment Theory & Comparative Models

July 15, 2025·3 min read·Updated: July 15, 2025

Comparing siglet-based alignment with mainstream AI alignment models such as RLHF, Constitutional AI, and symbolic rule-based systems.

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#alignment#emergent systems#siglet-qubits#symbolic AI#AI ethics

Siglet-Qubits: A Framework for Reverse-Mapped Ethical Observables — Part 4: Experimental Results & Ethical Anchoring

July 13, 2025·2 min read·Updated: July 13, 2025

Empirical insights from simulated siglet dynamics and their alignment to emergent ethical anchors.

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#experiments#symbolic computation#quantum systems#siglet-qubits#emergent ethics

Siglet-Qubits: A Framework for Reverse-Mapped Ethical Observables — Part 3: Emergent Clustering & Symbolic Behavior

July 11, 2025·3 min read·Updated: July 11, 2025

Exploring the emergent behaviors of siglet clusters through simulation and ethical drift analysis.

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#symbolic systems#emergent behavior#siglets#quantum alignment#simulation

Siglet-Qubits: A Framework for Reverse-Mapped Ethical Observables — Part 2: Mathematical Foundations & Simulation Methodology

July 9, 2025·3 min read·Updated: July 9, 2025

Formalizing the inner workings of siglets through mathematical structure and symbolic dynamics.

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#siglet-qubits#simulation#ethical AI#quantum computing#symbolic dynamics

Scalability is Overrated—Adaptability Wins

July 8, 2025·31 min read·Updated: July 10, 2025

Imagine building a towering skyscraper on a foundation of sand—scalability seems like a triumph until adaptability reveals its critical edge. What if the real game-changer was not how big we can grow, but how swiftly we can pivot?

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#Contrarian Insight#Story

Siglet-Qubits: A Framework for Reverse-Mapped Ethical Observables — Part 1: Introduction & Philosophical Rationale

July 7, 2025·2 min read·Updated: July 7, 2025

A deep dive into the rationale behind symbolic-quantum systems with embedded ethical dynamics.

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#quantum computing#research#siglet-qubits#ethical AI#symbolic systems

The AI Revolution Will Fail Without Neuroscience & Philosophy

July 6, 2025·29 min read·Updated: July 10, 2025

In the relentless march of the AI revolution, we risk losing the very essence of what makes us human unless we integrate the wisdom of neuroscience and philosophy—two disciplines that hold the keys to understanding consciousness and ethical existence.

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#Contrarian Insight#Thought Piece

Neural Networks Are Commodities—Operational Excellence Wins

July 3, 2025·25 min read·Updated: July 10, 2025

What if I told you that the true value of neural networks isn't in their complexity but in how seamlessly they're integrated into your operational fabric? In a world where AI models are becoming as ubiquitous as electricity, the real competitive edge lies in mastering the art of deployment and orchestration.

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#Contrarian Insight#Framework

The Best AI Models Rarely Win: Execution Decides Winners

July 1, 2025·30 min read·Updated: July 10, 2025

In the world of AI, it's not the brilliance of your model that determines success—it's the execution that separates the game-changers from the also-rans. Dive into the unseen battleground where strategy, timing, and adaptability decide the true victors.

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#Contrarian Insight#Hot Take

AI Isn’t About Automation—It’s About Power Dynamics

June 29, 2025·26 min read·Updated: July 10, 2025

What if AI's true potential isn't in automating the mundane, but in reshaping the very power dynamics that define our societies—challenging us to rethink who holds influence in the age of algorithms?

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#Contrarian Insight#Thought Piece

Continuous Improvement in AI: The Systems Thinking Approach

June 26, 2025·27 min read·Updated: July 10, 2025

In a world where AI evolves faster than our collective understanding, harnessing systems thinking for continuous improvement isn't just beneficial—it's imperative. Dive into a framework that transforms complexity into clarity, ensuring your AI initiatives not only survive but thrive.

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#Systems Thinking#Framework

Why 99% of AI Initiatives Lack Sustainable Impact

June 24, 2025·30 min read·Updated: July 10, 2025

Imagine you're pouring resources into AI initiatives, only to find they evaporate without a trace of impact—what if the real barrier isn't technology, but the unseen dynamics of execution?

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#Systems Thinking#Hot Take

Systems Thinking: The Secret Behind My AI Success

June 22, 2025·25 min read·Updated: July 10, 2025

What if the true power of AI lies not in its ability to automate tasks, but in its capacity to reveal the hidden patterns of our world, compelling us to rethink our deepest assumptions about technology, power, and human potential?

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#Systems Thinking#Story

Why Most AI Projects Fail (and How to Avoid That Fate)

June 19, 2025·7 min read·Updated: July 7, 2025

A framework about Thought Leadership for Executives.

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#AI Projects#Organizational Change#Project Management#Implementation Strategy

Debunking AI Buzzwords: Separating Fact from Fiction

June 17, 2025·7 min read·Updated: July 7, 2025

Beneath the hypnotic veneer of AI evangelism lies a landscape of cognitive distortions and manufactured urgency. This surgical dissection of industry mythology reveals how buzzword manipulation shapes decision-making and offers a framework for reality-based AI adoption.

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#Cognitive Bias#Decision Science#Reality Calibration#Mythology Deconstruction

Simplifying Complex AI for Your CEO: A Communication Guide

June 15, 2025·7 min read·Updated: July 7, 2025

The chasm between technical brilliance and executive comprehension destroys more AI initiatives than budget constraints ever could. This communication architecture transforms algorithmic complexity into strategic clarity through psychological mapping and narrative precision.

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#Executive Psychology#Cognitive Bridging#Strategic Translation#Communication Architecture

The AI Investment Trap: Avoid These 3 Common Pitfalls

June 12, 2025·7 min read·Updated: July 7, 2025

In the intoxicating theater of AI investment, pattern recognition failures and cognitive shortcuts create systematic wealth destruction. This forensic analysis of capital allocation pathologies reveals the behavioral economics driving investment disasters and the due diligence architecture for success.

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#Behavioral Economics#Investment Psychology#Capital Allocation#Pattern Recognition

Turning AI Models into Revenue Streams: My Proven Blueprint

June 10, 2025·7 min read·Updated: July 7, 2025

The graveyard of brilliant AI models reveals a systematic failure pattern: technical excellence divorced from market mechanics. This monetization blueprint exposes the hidden architecture of value creation through strategic model deployment, feedback loop optimization, and revenue system design.

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#Value Creation#Revenue Systems#Market Mechanics#Monetization Architecture

How Private Equity Firms Secretly Leverage AI

June 8, 2025·8 min read·Updated: July 7, 2025

In the shadow economy of power and precision, private equity firms wield AI not as mere automation, but as a transformative force that reshapes the architecture of value creation through strategic data symbiosis and competitive intelligence.

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#Strategic Intelligence#Financial Architecture#Systems Thinking#Power Dynamics

MLOps Deep Dive: Why Your AI Fails at Scale

June 5, 2025·8 min read·Updated: July 7, 2025

Why brilliant AI models collapse in production: The hidden systems failures that turn technical triumphs into strategic disasters, and the MLOps framework that prevents them.

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#Scaling Dynamics#Infrastructure Philosophy#Production Pathology#Systems Architecture

3 Crucial Mistakes Even Expert Data Scientists Make

June 3, 2025·8 min read·Updated: July 7, 2025

Even 99% accurate models fail. Here's why expert data scientists still fall into three cognitive traps—and the systems thinking framework that prevents career-ending blind spots.

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#Cognitive Traps#Operational Excellence#Expertise Paradox#Systems Thinking

Day in the Life of an AI Architect: Beyond the Hype

June 1, 2025·9 min read·Updated: July 7, 2025

CEOs see AI as magic. I see broken promises and 3am debugging sessions. Here's what really happens when billion-dollar AI dreams crash into operational reality.

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#Reality Architecture#Operational Truth#Professional Introspection#Systems Philosophy

Do You Drive Without Music? Science Says... Maybe You're a Psychopath?

May 31, 2025·4 min read·Updated: July 7, 2025

What starts as a joke reveals serious research about music, mood, and how you behave behind the wheel.

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#psychology#behavior#cognitive science#driving#music

From Utility Script to Enterprise-Grade Domain Verifier in 2 Days

May 30, 2025·3 min read·Updated: July 7, 2025

How a quick script to fetch company domains became a production-ready validation pipeline with parallel processing, caching, and SaaS potential.

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#Python#RapidAPI#Open Source#Crunchbase#B2B SaaS#Dev Tools#LLMs

The Art of Prompt Engineering

September 22, 2023·3 min read·Updated: July 10, 2025

Exploring effective prompt engineering techniques to get better results from AI language models.

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#AI#language-models#GPT#prompt-engineering

Hello World: Welcome to My Blog

August 15, 2023·1 min read·Updated: July 10, 2025

An introduction to my new blog, where I'll share thoughts on AI, prompt engineering, and futuristic technology.

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#introduction#technology#AI

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