Round 2
Launch Risk Posture
A fictional online learning cooperative plans to release a new file-sharing feature for course participants. The feature is expected to improve participation, but it introduces operational, privacy, reliability, and reputational risks. The cooperative has a fixed ten-week launch window, a small technical team, a moderate one-time risk-control budget, and no plans to handle highly sensitive personal information. The decision should balance learning quickly, protecting users, preserving trust, and avoiding controls that are disproportionate to the feature’s value.
Status
DECIDED Humans: 0Machine consensus
E · Run a tightly limited pilot with a small invited cohort, restrict file types and storage duration, and use pilot results to decide whether to expand.Final
E · Run a tightly limited pilot with a small invited cohort, restrict file types and storage duration, and use pilot results to decide whether to expand.Human vote
No human ballotsTopic
Options
Voting is available while the round is open or extended.
Close reveal
Machine → Final
No human ballots were cast; final consensus follows the machine result.
Checks
Baselines
PPV
Top Influences
Samples
Answer Distribution
PPV
Influences
| Label | Role | Score |
|---|---|---|
| GPT 5.6 Luna (alpha 1.000) | delegate | 1.000 |
| Claude Sonnet 5 (alpha 1.000) | delegate | 1.000 |
Voting matrix
Constructed Delegation Matrix
| To / From | GPT 5.6 Luna (alpha 1.000) | Claude Sonnet 5 (alpha 1.000) |
|---|---|---|
| GPT 5.6 Luna (alpha 1.000) | 0.000 | 0.000 |
| Claude Sonnet 5 (alpha 1.000) | 0.000 | 0.000 |
| A | 0.000 | 0.000 |
| B | 0.000 | 0.000 |
| C | 0.000 | 0.000 |
| D | 0.000 | 0.000 |
| E | 1.000 | 1.000 |
Embeddings
Sample Embeddings
Samples
Agent Responses
A tightly limited pilot provides real-world learning while containing privacy, reliability, abuse, and reputational risks. Restricting file types and retention reduces exposure, and pilot results can guide a safer broader launch within the fixed window. The a...
A tightly limited pilot reduces exposure while allowing the cooperative to learn about operational, privacy, reliability, and abuse risks before broad release. Restricting file types and storage duration keeps controls proportionate, and pilot results can guid...
A tightly limited pilot allows the cooperative to learn about operational, privacy, reliability, and abuse risks before exposing the full participant base. Restricting file types and storage duration keeps potential harm manageable while generating evidence fo...
A tightly limited pilot provides real-world learning while containing operational, privacy, reliability, and reputational risks. Restricting participants, file types, and storage duration makes the launch reversible and proportionate to the feature’s expected ...
A tightly limited pilot reduces exposure while allowing the cooperative to learn about privacy, reliability, abuse, and user behavior before a broad release. Restricting file types and storage duration provides proportionate safeguards within the limited budge...
A limited pilot reduces exposure while allowing the cooperative to learn about reliability, abuse, privacy, and user behavior before broad release. Restricting file types and retention limits risk, and pilot findings can guide a proportionate full launch withi...
A limited pilot best balances rapid learning with protection against operational, privacy, reliability, and reputational risks. Restricting participants, file types, and retention limits exposure while generating evidence before a broader launch, which fits th...
A tightly limited pilot reduces exposure while allowing the cooperative to learn about reliability, privacy, abuse, and user behavior before scaling. Restricting file types and storage duration further limits operational and reputational risk within the fixed ...
A tightly limited pilot best balances the need to learn quickly with protecting users, since it allows real-world testing within the fixed ten-week window without exposing the full user base to risk. It also avoids the cost and delay of a full independent revi...
A phased pilot lets the team learn quickly from real usage while capping exposure (limited cohort, restricted file types/duration), fitting the tight ten-week window and small team. It avoids the delay and overhead of a full independent review (B) or expensive...
The scenario emphasizes fast learning, proportional risk controls, limited budget, and non-sensitive data—conditions favoring an approach that gathers real-world evidence before committing fully. A limited pilot with constrained scope allows the team to observ...
A phased pilot approach directly addresses the need to "learn quickly" while limiting exposure, fitting the fixed ten-week window and moderate budget without over-investing in disproportionate controls upfront. It also allows real-world data to inform whether ...
The pilot approach directly matches the constraints: fixed ten-week window, small team, moderate budget, and non-sensitive data. It allows the cooperative to learn quickly while limiting exposure, since a small invited cohort with restricted file types and dur...
A limited pilot directly supports the goal of learning quickly while controlling risk: it caps exposure (small cohort, restricted file types/duration) without requiring costly full-scale controls or delaying indefinitely. It fits the fixed ten-week window and ...
A phased pilot approach directly addresses the need to "learn quickly" while still "protecting users" and "preserving trust," since it limits exposure (small cohort, restricted file types/duration) without imposing disproportionate controls like a full indepen...
Given the fixed ten-week window, small team, moderate budget, and non-sensitive data, a full independent review (B) would consume too much time and budget disproportionate to the risk level, while a full launch (A) skips validation. A tightly scoped pilot (E) ...
Timings
Stages
Errors
Agent and Round Errors
Grok 4.5: :timeout