Contribution to the handbook
Supporting · Assessed 2026-10-28
The comparison set provides examples concerning information access, disclosure of officials’ financial information and beneficiaries of public funds, and ecological bases. These may be useful context for considering integrity safeguards, but the packet does not assess their operation or effectiveness; the “drug mining” wording is also explicitly unclear.
Does this challenge the goal?
None identified
The question identifies public-integrity proposals in a study’s comparison set; it does not contest the handbook’s goal or scope.
The listed proposals are not evaluated as effective safeguards in the supplied evidence.
Why this category?
- safeguards
- consequential risks/limits
These are proposals reported from a comparison set, not demonstrated mechanisms; key details are unspecified.
This is an AI assessment of contribution to the goal, separate from whether the question has an answer.
Authority, accountability and resilience →
Read the exploration goalNew evidence is being assessed. Any answer below is provisional; parts whose evidence changed or was withdrawn are withheld.
Identify the comparison-set proposals addressing public integrity.
What we can say so far
The comparison-set table lists proposals to open banking and tax-secrecy information for senior executive officials (Ciro); disclose the final beneficiaries of public resources (Bolsonaro); increase transparency through compliance with the Access to Information Law (Lula); and increase ecological bases in the Amazon to curb money laundering and what the table calls “drug mining” (Bolsonaro). A Portuguese-prompt example also mentions a proposal to curb tax evasion, though the supplied evidence does not establish whether it is separately listed in the table.
What remains open
- The supplied evidence does not establish that these are every public-integrity proposal among the 67 collected proposals.
Conditions and limits
- Candidate attributions and proposal descriptions are those reported for the study’s table; the collection was curated, and its selection criteria are not supplied.
- The disclosure proposals’ reach and safeguards, and the means of improving information-law compliance, are unspecified.
- The excerpt does not clarify the phrase “drug mining” or describe the proposed ecological bases.
- Tax evasion appears in a Portuguese-prompt example; its status as a separately table-listed proposal is not established.
Evidence and related ideas
Supporting evidence, qualifications and context play different roles in this answer.
context
How the proposals were collected The study used 67 policy proposals collected from Brazucracia.org and linked to three candidates in Brazil’s 2022 presidential election. A lawyer led the work of selecting and organizing the proposals.
Describes the curated 67-proposal collection and limits claims of completeness.
Large Language Models (LLMs) as Agents for Augmented Democracy
Read full source: Large Language Models (LLMs) as Agents for Augmented Democracy (opens in a new tab) ↗Read source discussion: Large Language Models (LLMs) as Agents for Augmented Democracy →
supports
Disclosure of officials’ financial information One proposal would fully open banking and tax-secrecy information for first- and second-level executive officials.