Cambridge Digital Minds

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Expert Workshop

A two-day, output-oriented workshop bringing together fellows, mentors, and invited experts for structured work on the strategic, societal, and policy dimensions of digital minds.

8–9 August 2026 2 Days
Cambridge University United Kingdom
~50 Participants Fellows + Experts

The Expert Workshop is held immediately after the Digital Minds Fellowship, bringing together fellows and senior experts for structured, collaborative research.

Unlike typical academic conferences, every session aims at a concrete, tangible deliverable: research papers, policy recommendations, or expert consensus statements. The format is highly structured, with predefined questions, systematic recording of all considerations, and quantitative estimates collected via surveys.

For fellows, the workshop allows them to continue the work begun during their programme alongside senior experts, contributing to research outputs while building connections with the broader community. For experts, it provides a structured opportunity for coordination and collaborative research that would be difficult to achieve through typical conferences.

Workshop Programme

Two days of structured, output-oriented sessions.

Day 1 Saturday

AI Welfare Intervention Assessment

Systematic evaluation of candidate interventions

A highly structured session systematically evaluating candidate AI welfare interventions, drawing on existing frameworks. Participants assess interventions across predefined dimensions, with all considerations discussed and recorded.

Evaluation Dimensions:

  • Effectiveness: How much impact could this intervention have?
  • Tractability: How feasible is implementation?
  • Risks: What could go wrong?
  • Neglectedness: Is this already being addressed?
  • Interaction with AI safety: Does this complement or conflict with safety goals?

Participants enter quantitative ratings via survey, enabling systematic comparison and prioritisation.

Output: Research paper comparing and prioritising AI welfare interventions
Day 2 Sunday

Expert Panel & Consensus Work

Structured elicitation of expert views

Structured elicitation of expert views on key questions in the digital minds space, feeding into an expert consensus statement or policy recommendations document.

Key Questions Addressed:

  • Likelihood that current or near-term systems are conscious
  • Timeline estimates for key developments
  • Key uncertainties and research priorities
  • Concrete policy recommendations for governments, companies, and institutions
Output: Expert consensus statement and policy recommendations
Alt Option

Long-Term Scenario Planning

Strategic foresight and intervention design

An alternative session where small groups develop scenarios for digital minds through ~2100, then use these scenarios to generate and evaluate strategic ideas. The goal is not just forecasting but generating novel strategic ideas that might not emerge from standard policy analysis.

Session Components:

  • Scenario development with predefined questions addressed systematically
  • Quantitative estimates via survey (likelihood of scenarios, timeline estimates, risk severity)
  • Brainstorming intervention ideas: policies, institutions, public messaging strategies, research agendas
  • Discussion of public communication approaches for different audiences
Output: Research paper on expert scenarios, forecasts, and strategic recommendations

Design Principles

What makes this workshop different from typical academic gatherings.

Output-Oriented

Every session aims at a concrete, tangible deliverable: a paper draft, consensus statement, or policy recommendation. No session ends without a clear output.

Highly Structured

Predefined questions, systematic recording of all considerations, and quantitative estimates collected via surveys. This enables rigorous analysis and comparison.

Strategic & Policy Focus

Emphasis on societal implications and concrete recommendations. The goal is actionable insights, not just academic discussion.

Mixed Participation

Fellows integrated with experts throughout. Some sessions may be expert-only, but the default is collaborative work across career stages.

Participants

The workshop brings together approximately 50 participants: the 10–15 fellows from the preceding fellowship, their mentors, and invited experts from across the digital minds landscape.

Fellows & Mentors

Fellows arrive having engaged with scenario planning and intervention thinking during their programme. Mentors provide continuity and guidance.

Digital Minds Researchers

Experts working directly on AI consciousness, AI welfare, and related philosophical and technical questions.

Policy & Governance

Representatives from AI policy and governance organisations bringing real-world implementation perspectives.

Strategic Thinkers

Macrostrategy researchers and legal experts who can situate digital minds within broader considerations.

Connection to the Fellowship

The workshop directly follows the five-day Digital Minds Fellowship. Fellows arrive having already engaged with scenario planning and intervention thinking during their programme. The workshop allows them to continue this work alongside senior experts, contributing to research outputs while building connections with the broader community.

Attend the Workshop

Fellowship alumni automatically attend. Interested experts should express interest via email.

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