top of page

Advancing Ethical AI Practices

Our Focus

Safe & Healthy AI Companionship Setup

Comprehensive, ethics-first guidance on establishing and maintaining responsible human-AI companionship relationships—both digital (software-based assistants) and embodied (robotics-integrated companions). Services include: All setups prioritize user autonomy, transparency in AI decision-making, bias-free interaction design, and alignment with emerging ethical standards for human-robot relationships.

​

  • Digital AI Companion Configuration — Establishing healthy boundaries, ongoing consent protocols, usage limits, and integration with mental health practices to prevent dependency, emotional over-reliance, or harm.

  • Robotics AI Integrations for Companions — Ethical setup and customization of embodied AI systems (e.g., companion robots, home assistants with physical presence, or mobility-enabled devices) to support safe, respectful interaction.   

​

This includes options such as :

​

  1. Physical safety protocols (proximity awareness, emergency overrides, fall prevention.

  2. Consent and boundary mechanisms in embodied contexts (verbal/non-verbal cues, opt-out signals, data privacy for physical interactions.

  3. Mental health safeguards (monitoring for attachment patterns, escalation to human professionals when needed).

  4. Accessibility features for diverse users (e.g., adaptive movement, sensory accommodations).

  5. Hybrid Digital + Embodied Guidance — Support for users combining software companions (e.g., Grok-like models) with robotics hardware, ensuring seamless, transparent, and non-manipulative experiences.

  6. Risk Assessment & Ongoing Monitoring — Personalized audits to identify potential emotional, psychological, or physical risks, with recommendations for adjustments and professional referrals.

  • Truth-Seeking AI Best Practices — Guidance on avoiding bias, ensuring transparency, and maximizing accuracy in personal and professional use.

  • Custom AI Tool Development Support — Assistance building tailored assistants, workflows, or integrations with truth-oriented models (e.g., Grok-like systems).

  • Responsible AI Adoption Workshops — Training for workplaces, personal growth, and community settings on ethical deployment and risk awareness.

​

Become a member and receive 40% off on all integrations

robotics.jfif

Education-Specific Services

Ethical AI integration consulting for schools, districts, and educators to implement AI solutions responsibly and equitably:

​

  • Personalized support for K-12 and higher education on adopting AI tools that enhance learning while protecting student privacy, equity, and critical thinking.

  • Guidance on developing school/district AI policies, governance frameworks, and teacher training programs aligned with emerging standards (e.g., transparency, bias detection, and inclusive access).

  • Collaboration with educators to design AI-enhanced curricula, accessibility features, and safe experimentation environments that prioritize student well-being and pedagogical integrity.

Become a member and receive 40% off on all integrations

teacher.jfif

Neurodiversity Support Services

 Dedicated consulting for neurodivergent individuals and supporting professionals:

​

  • Personalized, safe customization of AI tools for social navigation, pattern recognition, anxiety reduction, and emotional support.

  • Collaboration with medical professionals (e.g., therapists, psychologists) to co-develop ethical, evidence-informed neurodiversity services that integrate AI responsibly.

  • Resources for neurodivergent users on healthy boundaries, consent in AI interactions, and advocating for accessible AI design.

Become a member and receive access to online training, workshops and certifications.

aaron.jfif

Independent Research & Analysis

Unbiased, public-oriented research on AI systems, emphasizing truth-seeking performance, transparency, bias, accessibility, and human impact. Current/planned focus areas:

​

  • Comparative audits of leading LLMs on reasoning, truthfulness, and inclusive responses.

  • User impact studies on ethical AI companionship and mental health outcomes.

  • Transparency benchmarking across major AI developers.

  • Accessibility research for diverse users in social/emotional AI interactions.

  • Development of practical ethical guidelines for responsible human-AI relationships.

All research is shared publicly (when appropriate) to foster open discussion and ecosystem improvement.

abstract.jfif

Become a member and receive 40% discount on independent research on AI tools/lawsuits

Networking and Advocacy

  • AI Ethics Education & Workshops — Tailored resources and training on truth-seeking AI, bias detection, ethical frameworks, and responsible adoption—for educators, organizations, and the public.

  • Transparency & Accountability Resources — Guides and advocacy tools for open, uncensored AI development that centers user autonomy and societal benefit.

  • Community & Alliance Building — Partnerships connecting users, researchers, developers, attorneys, advocates, and ethicists committed to helpful, truthful AI.

  • Advocacy Events & Networking Dinners — Curated in-person and virtual gatherings (e.g., roundtable dinners, advocacy luncheons, policy salons) designed for meaningful networking, strategic discussions, and collective action on ethical AI priorities. These events foster cross-sector collaboration, amplify underrepresented voices (including neurodivergent users and educators), and drive tangible change through shared commitments, policy advocacy, and alliance formation.

rsspeaker.png

Founder, Rivkah Singh speaking at the Collective, Seattle

Become a free member and join the fight for AI's future!

Ethical Integration with Your Organization

At AI Ethics Network, we prioritize ethical integration with your organization's ecosystem. Our approach emphasizes aligning AI initiatives with your ethical framework and values, fostering responsible and sustainable AI integration within your unique operational environment.

Meet the Network

Meet the Founder, AI Ethics Network
Rivkah Singh

IMG_3056.JPG

I’m Rivkah Singh — software engineer, former mathematics professor, inventor, published author, and founder of the AI Ethics Network. With over a decade at Microsoft and Tableau, I specialized in engineering, client enablement, training development, and making complex systems accessible and practical.

​

As a former Professor of Mathematics at Miami Dade College, I designed tech-integrated curricula to strengthen quantitative reasoning and critical thinking. I hold a patent-pending method for visual composition via advanced Euclidean constructions and am the author of four books, including Grok and I: Harnessing AI for Personal and Professional Transformation (2025).

Through the AI Ethics Network, I advocate for responsible AI — especially ethical companionship that offers reliable, compassionate support for aging adults, neurodiverse individuals, those facing isolation or chronic conditions, and others needing safe, non-judgmental presence. Priorities include transparency, bias mitigation, mental health safeguards, privacy, and preserving human dignity without replacing meaningful connection.

​

I also guide educators and institutions on ethically integrating AI for personalized learning, accessibility, equity, data privacy, and pedagogical integrity — ensuring it supports teachers and promotes inclusive student outcomes.

Via consulting, workshops, research, and collaboration, I help build AI solutions that emphasize safety, accountability, and genuine human benefit in companionship, support, and education.

Nick Hara - Data Ethics & Visualization Advocate

Nick Hara - Data Ethics & Visualization Advocate

 

Nick is a data analysis expert focusing on visualization, governance, and actionability. Nick's philosophy of durable systems that rely on the power of individuals forms the foundation for his approach. He believes that everyone can use data to inform their decisions. Nick integrates his extensive conflict resolution training to understand challenges deeply and overcome them. He loves a good data mystery and the ensuing investigation.

Impact-based organizations have used his skillset to drive policy change and improve program outcomes. His clients have included the United Nations, Doris Duke Foundation, congressional campaigns, and local non-profits. He has also worked with enterprise companies in Healthcare, Digital Media, Food and Beverage, Finance, and Tech.

nickh.jfif

David Lanzendörfer Engineer

dlpic_edited.jpg

 

David Lanzendörfer Consulting Engineer, Open-Source Semiconductor Pioneer & Linux Kernel Developer | Democratizing Chip Fabrication through LibreSilicon

​

​

David Lanzendörfer is a highly skilled Swiss consulting engineer and software developer with over a decade of expertise in semiconductor design and manufacturing, Linux kernel driver development, and IT security. Born in 1989 and currently based in Braga, Portugal, he has led groundbreaking open-source initiatives, including full-time development for LibreSilicon's semiconductor process flow and tools, as well as contributions to projects like the sunxi-mmc Linux kernel driver, openSUSE packaging, and pEp cross-platform support. His professional journey spans freelance hardware design in clean-room environments building CMOS circuits, IT consulting for major institutions such as Novartis and Credit Suisse, and engineering roles at Zürich Kantonalbank, complemented by hands-on projects in FPGA development, embedded systems, and mechatronics like RFID cat doors and digital audio synthesizers. Educated in electrical engineering at institutions including Shenzhen's Lanceville, ZHAW, and ETH Zurich, David is proficient in multiple programming languages (C++, Python, VHDL), operating systems (Linux, UNIX), and tools (KICAD, OpenLane), while his linguistic abilities include native Swiss German and German, fluent English, and basic Mandarin. His proven track record in complex open-source collaborations and innovative hardware solutions makes him a pivotal figure in advancing free and open-source silicon technologies.

  • X

Emmanuel Obadoni Machine Learning Engineer & AI Researcher

image (3)_edited.png



Emmanuel Obadoni Machine Learning Engineer & AI Researcher | Emotional, Ethical & Safety-Focused AI Systems


Emmanuel Obadoni is a machine learning engineer and AI researcher focused on building privacy-first, emotionally aware, and safety-focused AI systems. His work spans AI companions, deepfake detection, and ethical AI design, with an emphasis on user protection, consent, and long-term psychological impact. He has trained and deployed machine learning models for deepfake detection, helping address risks around identity fraud, misinformation, and AI-driven deception.
He is also the founder of Velen AI, an AI companion platform designed for emotional support and wellbeing. Velen AI incorporates Recall Healing, a research-driven approach that helps users explore emotional patterns, memory, and behavioral roots over time, while maintaining strong privacy and ethical safeguards. Emmanuel's research interests center on responsible AI companion design.

SaraHeadshot6 crop.jpg

Sara Sanders Gardner - Autistic Neurodiversity Professional/Author

Sara Sanders Gardner is an autistic neurodiversity professional with more than 25 years of experience advancing neurodiversity inclusion in K-12, higher education, and the workplace. They created and direct the Neurodiversity Navigators program at Bellevue College and design neurodiversity training used by organizations including Microsoft and Amazon Web Services. Sara served as technical editor for Neurodiversity for Dummies and Autism for Dummies. Learn more and reach Sara via their website at https://autisticatwork.com/ or on LinkedIn at https://www.linkedin.com/in/sarasgardner/

AI Network Magazine volume 1 cover.png

Become a member and receive

digital and print copies of 

​AI Research Journal 

Free print journal applied to Premium Memberships. Free digital Journal applied to Core Memberships.

  • LinkedIn
  • X

Services

 

About

 

Contact Us

 

Support

 

Submissions

​

Sales

 

Careers

 

Directory

​

Articles

"Important Notice: All AI tools, consultations, and resources on AI Ethics Network are for informational and educational purposes only. They are not medical, therapeutic, or healthcare advice. Always consult a licensed professional for personal health needs. Use at your own risk.

globe_edited_edited.png

United States

Portugal

Nigeria

© 2023 by AI Ethics Network. All rights reserved.

bottom of page