Contribution to the handbook
Priority · Assessed 2026-10-28
Potential exclusion of people with limited literacy, technology access, or trust can materially undermine citizen participation. The packet also offers alternative participation and representation ideas, while leaving their effectiveness open.
Does this challenge the goal?
In-scope gap
Identifies possible participation barriers within the citizen-serving goal and the definition’s explicit inquiry into inclusion and evaluation.
The evidence names groups who could face exclusion but does not measure its extent or establish which mitigations work.
Why this category?
- Consequential barriers to citizen participation
- Risks and possible design responses relevant to inclusion
- Need to test whether proposed participation methods reach and hear affected people
The cited exclusion risk is prospective and unmeasured. Proposed committee-selection or online approaches are not shown here to resolve it, and more capable models may be harder for people to check.
This is an AI assessment of contribution to the goal, separate from whether the question has an answer.
Authority, accountability and resilience →
Implementation and transition →
Tests, stop conditions and unresolved work →
Read the exploration goalNew evidence is being assessed. Any answer below is provisional; parts whose evidence changed or was withdrawn are withheld.
Identify people who may face barriers to participation, including those with limited literacy or access to technology and those wary of it, and explain how those barriers could exclude them.
What we can say so far
The cited article warns that the digital divide could exclude people who have difficulty reading, lack access to the technology used for participation, or are wary of technology. Limited literacy or access can make it difficult or impossible to use digital participation tools; wariness can discourage people from using them. The source identifies these as possible barriers, not as measured effects.
What remains open
- The evidence does not quantify how many people face these barriers or distinguish their relative effects.
Conditions and limits
- The evidence is a selected excerpt, not a claim of full-document coverage.
- The exclusion is described as a possibility; its prevalence is not measured.
Evidence and related ideas
Supporting evidence, qualifications and context play different roles in this answer.
supports
Some people could be excluded The article warns that the digital divide could exclude people who cannot read well or who are wary of technology.
Directly identifies people who cannot read well or are wary of technology as potentially excluded by the digital divide.
Fostering More Inclusive Democracy with AI
Read full source: Fostering More Inclusive Democracy with AI (opens in a new tab) ↗Read source discussion: Fostering More Inclusive Democracy with AI →
context
Possible in principle, difficult in practice The paper considers the objection that algorithms could be designed to support participation and understanding. The author accepts that this may be possible in principle, but argues that several practical barriers make it exceptionally difficult.
Discusses the practical difficulty of designing algorithms to support participation and understanding, but does not identify the groups in this obligation.