Roles/Goals

Name	Role	Category	Responsibilities	3-month deliverables
ㅤ	ㅤ	ㅤ	ㅤ	ㅤ
Madhuri	People & Strategy	Strategy & Vision	Lead on Whitepaper and drive the narrative around community-controlled, context-aware AI solutions Lead on creating sustainable funding model	Finalised Whitepaper ready Fundraising target of £60,000
ㅤ	ㅤ	Team Development	Lead on recruitment	Have recruited LLM development support, Product Manager, Website Designer/Developer
ㅤ	ㅤ	Marketing/Sales	Lead on social media, business development and distribution	ㅤ
ㅤ	ㅤ	Community Building & Thought Leadership	Lead on content on Content Moderation & Online Safety Lead on organising community building events Lead on learning programme design	ㅤ
Zaremba	Product Lead	Product Development	Lead on development of context-aware toxicity detection models that leverage lived experience data	1. QA of Context-Aware Toxicity Detection Models Establish QA framework and testing protocols for context-aware models Complete baseline accuracy testing across 3-5 different community contexts Document performance gaps between generic vs. context-aware approaches Run user acceptance testing with 2 pilot communities Iterate on model performance based on community feedback Achieve 80%+ accuracy rate in context-specific toxicity detection Complete comparative analysis showing improvement over generic models Finalise QA processes for future model deployments
ㅤ	ㅤ	ㅤ	Lead on development of community governance and Reinforcement Learning from Human Feedback systems	2. Community Governance & RLHF Systems • Design governance framework for community decision-making on model training • Prototype basic RLHF interface for community feedback collection • Test voting/consensus mechanisms with pilot groups
ㅤ	ㅤ	ㅤ	Lead on design of on-chain sharing mechanisms for community models	3. On-Chain Sharing Mechanisms • Research and design technical architecture for on-chain model sharing • Prototype basic smart contracts for model access and attribution • Deploy testnet version of sharing mechanism
ㅤ	ㅤ	Thought Leadership	Lead on creating content in the form of decks and articles on Ethical AI	ㅤ
Dee	Lead Dev	Platform & Infrastructure	Lead on exploration of integration with different platforms	ㅤ
All	Team Facilitation	People & Culture	Documenting Meetings, Accountability, Feedback, Culture Shaping, L&D,	Tech Networking
??	Product Manager	Administrative	Project co-ordination	ㅤ
??	User Experience Designer	Design	Interface development, User journey, Accessibility, Feature development	ㅤ
ㅤ	Data Analysis	Data	Looking at data sources, prepping, cleaning	ㅤ
ㅤ	Social Media	Content Creator	Write posts for us	ㅤ

Roles/Goals

Name	Role	Category	Responsibilities	3-month deliverables
ㅤ	ㅤ	ㅤ	ㅤ	ㅤ
Madhuri	People & Strategy	Strategy & Vision	Lead on Whitepaper and drive the narrative around community-controlled, context-aware AI solutions Lead on creating sustainable funding model	Finalised Whitepaper ready Fundraising target of £60,000
ㅤ	ㅤ	Team Development	Lead on recruitment	Have recruited LLM development support, Product Manager, Website Designer/Developer
ㅤ	ㅤ	Marketing/Sales	Lead on social media, business development and distribution	ㅤ
ㅤ	ㅤ	Community Building & Thought Leadership	Lead on content on Content Moderation & Online Safety Lead on organising community building events Lead on learning programme design	ㅤ
Zaremba	Product Lead	Product Development	Lead on development of context-aware toxicity detection models that leverage lived experience data	1. QA of Context-Aware Toxicity Detection Models Establish QA framework and testing protocols for context-aware models Complete baseline accuracy testing across 3-5 different community contexts Document performance gaps between generic vs. context-aware approaches Run user acceptance testing with 2 pilot communities Iterate on model performance based on community feedback Achieve 80%+ accuracy rate in context-specific toxicity detection Complete comparative analysis showing improvement over generic models Finalise QA processes for future model deployments
ㅤ	ㅤ	ㅤ	Lead on development of community governance and Reinforcement Learning from Human Feedback systems	2. Community Governance & RLHF Systems • Design governance framework for community decision-making on model training • Prototype basic RLHF interface for community feedback collection • Test voting/consensus mechanisms with pilot groups
ㅤ	ㅤ	ㅤ	Lead on design of on-chain sharing mechanisms for community models	3. On-Chain Sharing Mechanisms • Research and design technical architecture for on-chain model sharing • Prototype basic smart contracts for model access and attribution • Deploy testnet version of sharing mechanism
ㅤ	ㅤ	Thought Leadership	Lead on creating content in the form of decks and articles on Ethical AI	ㅤ
Dee	Lead Dev	Platform & Infrastructure	Lead on exploration of integration with different platforms	ㅤ
All	Team Facilitation	People & Culture	Documenting Meetings, Accountability, Feedback, Culture Shaping, L&D,	Tech Networking
??	Product Manager	Administrative	Project co-ordination	ㅤ
??	User Experience Designer	Design	Interface development, User journey, Accessibility, Feature development	ㅤ
ㅤ	Data Analysis	Data	Looking at data sources, prepping, cleaning	ㅤ
ㅤ	Social Media	Content Creator	Write posts for us	ㅤ