Advancing Safety Standards in Digital Industries

Cinderpoint Dynamics is a leading research institute dedicated to developing evidence-based frameworks for AI safety, ethical gaming monetization, and consumer protection policy in digital markets.

Explore Our Research

Featured Research

Groundbreaking analysis shaping industry standards and regulatory frameworks

Unethical Gaming Monetization: A Comprehensive Research Report

2025 | Digital Economics & Consumer Protection

This landmark study analyzes 143 sources across 15 countries to document systematic patterns of unethical design in gaming monetization, including loot boxes, pay-to-win mechanics, and dark patterns. The research reveals critical findings about the $20.3 billion loot box market and its impact on vulnerable populations.

45.9%

Loot Box Users Meet Problem Gambling Criteria

82%

Industry Non-Compliance Rate

$20.3B

Annual Loot Box Revenue

The study proposes a comprehensive three-tier ethical certification system with specific technical requirements, implementation timelines, and economic frameworks designed to protect consumers while enabling sustainable gaming business models.

Published

Research Areas

Interdisciplinary approaches to complex digital economy challenges

🎮

Ethical Monetization Framework

Digital Economics

Comprehensive analysis of ethical business models in digital markets, establishing standards for fair monetization practices that respect consumer psychology and rights.

In Development

🛡️

AI Safety Frameworks

Risk Mitigation & Governance

Comprehensive safety protocols for AI deployment in critical systems, focusing on alignment, robustness, and interpretability to minimize operational risks for enterprises.

In Development

🔄

PIITT Model

Process Innovation Theory

Process-Integrated Innovation and Transformation Theory - a revolutionary approach to organizational change management and systematic innovation implementation.

In Development

📈

Value Pivot Theory

Strategic Business Analysis

Novel framework for understanding how organizations successfully navigate fundamental value proposition changes in response to market disruptions and societal shifts.

In Development

💠

Fractured Dynamics Metrics

Systems Analysis

Advanced measurement framework for analyzing discontinuous change in complex systems, applicable to social, economic, and technological disruption scenarios.

In Development

🔐

Enterprise AI Safety Metrics

Operational Risk Assessment

Quantitative frameworks for measuring and mitigating AI system risks in production environments, enabling businesses to deploy AI safely at scale.

In Development

⚡

Gender Escalation Theory

Social Dynamics Research

Groundbreaking framework examining the progression and intensification of gender-based social dynamics in contemporary society, with implications for policy and intervention.

Publication Pending

About Us

Independent research driving positive change in digital industries

Waydell D. Carvalho

Principal Researcher

Waydell D. Carvalho specializes in AI safety, gaming ethics, and consumer protection in digital markets. His research bridges the gap between technical safety requirements for businesses and ethical standards for consumer-facing products. He is currently developing certification frameworks for both AI safety protocols and ethical gaming monetization through Cinderpoint Systems LLC.

🔬

Rigorous Methodology

Multi-source analysis with minimum three independent sources for each claim

🌐

Global Perspective

Research spanning 15+ countries with international regulatory analysis

🛡️

Dual Perspective

Safety frameworks for businesses, ethical standards for consumers

📚

Academic Standards

Peer-review quality with comprehensive citations and transparency