Guide to Tackling Thorny Tech& Society Issues

Thorny tech & society issues are complex systemic problems. This is why All Tech Is Human has been heavily focused on field building and establishing the Responsible Tech ecosystem infrastructure. It is this very robust field that is essential to tackling thorny tech & society issues.

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Responsible AI Impact Report (2025)

Our inaugural Responsible AI Impact Report is a crucial roadmap of the most urgent risks, emerging safeguards, and public-interest solutions shaping how AI will impact society in the year ahead.

This report provides an assessment of the global RAI landscape, highlighting the most influential civil society contributions that shape AI governance, assurance, safety, and public-interest infrastructure. It documents a RAI field in transition and looks to 2026 with clear priorities.

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Responsible Tech Guide (2025)

The Responsible Tech Guide is our flagship resource here at All Tech Is Human. It is designed to provide information, inspiration, and illumination of pathways for more individuals to be involved in the Responsible Tech ecosystem.

Do you like tackling thorny tech & society issues? Are you looking to understand the people, organizations, and ideas of the Responsible Tech movement? If you answered Yes, this Responsible Tech Guide is for you!

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AI Assurance Ecosystem Workshop (2025)

We're thrilled to release our AI Assurance Ecosystem Workshop summary report from our recent collaboration with techUK and Trilligent that brought together a curated group of Responsible AI practitioners in London.

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AI Companions & Chatbots (2025)

AI companions and chatbots are a rapidly evolving issue that touches upon design, law, psychology, ethics, sociology, and more. Unpacking the values, tensions, tradeoffs, and best practices around AI companions and chatbots is an ongoing initiative at All Tech Is Human

This guide's creation was led by All Tech is Human’s Princeton University GradFUTURES Social Impact Fellow, Rose Guingrich, in collaboration with our Associate Director Sandra Khalil.

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Responsible Tech Mini Reports (2025)

Our collection of mini reports provides you with a brief overview of a few fields under the Responsible Tech umbrella including:

  • Responsible AI

  • Trust & Safety

  • Public Interest Technology

  • Youth, Tech & Wellbeing

  • Tech Policy

Each report features notable roles, resources, books, publications, organizations, leaders to follow, search strategies and more – all to help you build a career in Responsible Tech.

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Responsible Tech Community Report (2025)

Read twenty-five profile interviews centered on the value of building community in the Responsible Tech ecosystem, along with our curated list of over 100 orgs and actionable ways for you to “find the others” and work towards co-creating a better tech future.

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Responsible Tech Guide (2024)

The Responsible Tech Guide is our flagship resource here at All Tech Is Human. It is designed to provide information, inspiration, and illumination of pathways for more individuals to be involved in the Responsible Tech ecosystem.

Do you like tackling thorny tech & society issues? Are you looking to understand the people, organizations, and ideas of the Responsible Tech movement? If you answered Yes, this Responsible Tech Guide is for you!

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AI Governance Workshop Summary Report (2024)

This report is a summary of the AI Governance: AI Assessments, Audits, and Public Oversight Methods workshop that All Tech Is Human organized with sponsorship from IBM Research at Betaworks in New York City on September 20th, 2024.

We set out to convene 75 Responsible Tech professionals doing the crucial work of operationalizing AI Governance within organizations, alongside researchers, policy advisors, and civil society leaders, to talk about internal AI governance practices that are being enacted throughout each stage of the AI product development lifecycle – which was preliminarily defined as pre-development, post-development/pre-deployment, and post-deployment stages.

This report contains insights and perspectives shared by participants during the workshop’s breakout discussions, and summarizes participants' engagement during the workshop.

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Balancing Privacy and Child Safety in Encrypted Environments (2024)

Safety by Design, a proposal which “puts user safety and rights at the center of the design and development of online products and services,” per a definition from Australia’s eSafety Commissioner, has evolved.

This document represents a multi-month effort to gather diverse expert stakeholder perspectives, put them on record, and foster discussion, develop solutions, raise public awareness, and increase understanding of this unresolved challenge.

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Ecosystem Pulse Report: Responsible Tech Demographics (2024)

A year-long project from our Siegel Research Fellow Sara M. Watson to understand the makeup and motivations of our large and diverse audience that cuts across civil society, government, industry, and academia.

This report aims to inform stakeholders, including policymakers, industry leaders, and community advocates, to foster an increasingly diverse and equitable Responsible Tech ecosystem.

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Tech & Democracy

In this report, we outline four major topics facing the future of Tech and Democracy.

First, we explore policy, from the digital revolution to digital governance. Then, we address the thorny issues and solutions related toinformation integrity. Building on information integrity, we unpack content moderation, online radicalization, and extremism. Finally, we address the future of election technology.

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Al and Human Rights

All Tech is Human released its AI & Human Rights Report to provide a comprehensive overview of the emergent space and help equip people with the knowledge and resources to build a tech future aligned with the public interest.

This report outlines key issues and opportunities related to the intersection of AI and Human Rights, across seven key areas - Automated Decision Making Systems and Cvl Rights; Data Privacy; Synthetic Media and Information Integrity; Content Moderation; Healthcare; Surveillance Technology, Predictive Technology and Criminal Justice; and Cybersecurity and Autonomous Weapons.

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Co-Creating a Better Tech Future

This report explores community visions for what an ideal tech future looks like and what we would need to do in order to make that a reality.

Based on dozens of new perspectives from our global community, along with the insight our non-profit has gathered from previous reports, our large global Slack community, and numerous summits and mixers we have held.

Multiple stakeholders. Multiple disciplines. Multiple perspectives.

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