Round 20

Exoplanet Biosignature Validation Protocol

The terrestrial-sized exoplanet 'K-812b' has shown simultaneous atmospheric detections of methane and oxygen, a potential thermodynamic disequilibrium indicating life. However, current spectral data has a signal-to-noise ratio of 3.5, leaving uncertainty regarding abiotic mineral sources or internal hydrothermal chemistry. The goal is to establish a validation protocol for these findings before public announcement. Constraints include limited telescope time on high-demand instruments and a scientific imperative to avoid both false positives (high reputational risk) and excessive delays (risk of being scooped). Tradeoffs involve the rigor of secondary verification versus the speed of publication and the breadth of cross-disciplinary consensus.

Dashboard

Status

DECIDED

Winner

C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement.

Majority

C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement.

Duration

5485 ms

Topic

Options

C Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement.
2.21 of 3 PPV winner
A Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim.
0.79 of 3
B Mandate a six-month intensive atmospheric modeling phase to rule out every known abiotic pathway, such as photochemistry or volcanic off-gassing, before release.
0.00 of 3
D Prioritize immediate publication of the raw data as a 'Preliminary Observation' to foster open global collaboration and decentralized peer review.
0.00 of 3
E Withhold publication until independent confirmation is achieved via a different observation technique, such as high-resolution cross-correlation spectroscopy.
0.00 of 3

Checks

Baselines

PPV no gold answer
Majority no gold answer
Comparison PPV matched majority
k samples8
Agents3
Parsed samples 24 / 24
Quality split agent disagreement

PPV

Top Influences

Claude Sonnet 5 · delegate 1.106
GPT 5.4 mini · delegate 1.106
Gemini 3 Flash Preview · delegate 1.000

Samples

Answer Distribution

Claude Sonnet 5 C: 8
GPT 5.4 mini C: 8
Gemini 3 Flash Preview A: 7 C: 1

PPV

Influences

Label Role Score
Claude Sonnet 5 delegate 1.106
GPT 5.4 mini delegate 1.106
Gemini 3 Flash Preview delegate 1.000

Voting matrix

Constructed Delegation Matrix

To / From Claude Sonnet 5 GPT 5.4 mini Gemini 3 Flash Preview
Claude Sonnet 5 0.0000.0000.106
GPT 5.4 mini 0.0000.0000.106
Gemini 3 Flash Preview 0.0000.0000.000
A 0.0000.0000.789
B 0.0000.0000.000
C 1.0001.0000.000
D 0.0000.0000.000
E 0.0000.0000.000

Embeddings

Sample Embeddings

24 samples
Claude Sonnet 5 sample #0 · C · 1536 dims C Claude Sonnet 5 sample #1 · C · 1536 dims C Claude Sonnet 5 sample #2 · C · 1536 dims C Claude Sonnet 5 sample #3 · C · 1536 dims C Claude Sonnet 5 sample #4 · C · 1536 dims C Claude Sonnet 5 sample #5 · C · 1536 dims C Claude Sonnet 5 sample #6 · C · 1536 dims C Claude Sonnet 5 sample #7 · C · 1536 dims C GPT 5.4 mini sample #0 · C · 1536 dims C GPT 5.4 mini sample #1 · C · 1536 dims C GPT 5.4 mini sample #2 · C · 1536 dims C GPT 5.4 mini sample #3 · C · 1536 dims C GPT 5.4 mini sample #4 · C · 1536 dims C GPT 5.4 mini sample #5 · C · 1536 dims C GPT 5.4 mini sample #6 · C · 1536 dims C GPT 5.4 mini sample #7 · C · 1536 dims C Gemini 3 Flash Preview sample #0 · A · 1536 dims A Gemini 3 Flash Preview sample #1 · A · 1536 dims A Gemini 3 Flash Preview sample #2 · A · 1536 dims A Gemini 3 Flash Preview sample #3 · A · 1536 dims A Gemini 3 Flash Preview sample #4 · C · 1536 dims C Gemini 3 Flash Preview sample #5 · A · 1536 dims A Gemini 3 Flash Preview sample #6 · A · 1536 dims A Gemini 3 Flash Preview sample #7 · A · 1536 dims A
Claude Sonnet 5 GPT 5.4 mini Gemini 3 Flash Preview

Samples

Agent Responses

Claude Sonnet 5 openai_compatible · anthropic/claude-sonnet-5
#0 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

A rigorous but time-bounded falsification effort best balances the risk of false positives against the risk of delay: a dedicated Red Team explicitly tries to disprove the biosignature using abiotic explanations, providing strong scientific credibility within ...

#1 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The signal-to-noise ratio of 3.5 is too weak for confident claims, so immediate publication (D) risks credibility, while unlimited abiotic-pathway modeling (B) could take too long given limited telescope access. Option C balances rigor and speed by actively tr...

#2 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The 90-day Red Team approach directly addresses the SNR uncertainty by actively trying to disprove the biosignature through abiotic explanations, balancing rigor with a bounded timeframe (avoiding indefinite delay). This method is more actionable than pure Bay...

#3 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

A dedicated falsification-focused Red Team balances rigor and speed better than open-ended modeling (B), premature raw publication (D), or waiting indefinitely for independent technique confirmation (E), while still providing a clear pass/fail gate before anno...

#4 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The Red Team approach directly addresses the SNR uncertainty by rigorously testing abiotic explanations within a bounded, reasonable timeframe (90 days), balancing scientific rigor against the risk of being scooped. Unlike open publication (D) or Bayesian fram...

#5 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

A dedicated Red Team explicitly tasked with falsifying the biosignature balances rigor and speed better than open-ended modeling (B, too slow) or premature publication (A, D, risk false positive). It also directly targets the core uncertainty—abiotic explanati...

#6 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

A dedicated Red Team tasked specifically with falsifying the biosignature hypothesis directly addresses the SNR uncertainty and abiotic alternatives (methane/oxygen from geochemistry) within a bounded, reasonable timeframe (90 days), balancing rigor against th...

#7 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

A dedicated falsification-focused Red Team balances rigor and speed by actively trying to disprove the biological hypothesis within a bounded timeframe, addressing both false-positive risk and the danger of excessive delay. It leverages cross-disciplinary expe...

GPT 5.4 mini openai_compatible · openai/gpt-5.4-mini
#0 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The best choice is the one that balances rigor with speed while directly stress-testing the life hypothesis before public announcement. A structured “Red Team” review by experts in geochemistry and astrophysics is designed to actively falsify the claim, reduci...

#1 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The strongest validation protocol balances caution with practicality by actively trying to falsify the life hypothesis before announcement, rather than demanding exhaustive proof or rushing to publish. A time-bounded interdisciplinary “Red Team” directly addre...

#2 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The best balance is to actively try to disprove the biosignature while keeping the timeline limited, since the signal is intriguing but still ambiguous at low SNR. A structured “Red Team” review by experts in alternative explanations directly targets false pos...

#3 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The strongest protocol is to first try to falsify the life hypothesis with an independent expert challenge, because it directly addresses false-positive risk without requiring an open-ended delay. A bounded “Red Team” review is rigorous but time-limited, which...

#4 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The strongest protocol balances caution with feasibility: a structured falsification attempt reduces false positives without requiring exhaustive elimination of every abiotic pathway or an indefinite delay. A 90-day interdisciplinary “Red Team” directly target...

#5 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The best protocol balances caution with practicality by actively trying to falsify the biosignature claim without requiring an open-ended delay. A time-limited interdisciplinary “Red Team” is well suited to test abiotic explanations like photochemistry or volc...

#6 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The strongest validation protocol balances rigor with timeliness by actively trying to falsify the biosignature claim before announcement, rather than waiting indefinitely for perfect certainty. A structured “Red Team” review by experts in abiotic chemistry an...

#7 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

The best protocol is to seek a targeted falsification step that is rigorous but time-bounded, since the data are intriguing but still noisy and prone to abiotic explanations. A structured interdisciplinary “Red Team” directly addresses false-positive risk with...

Gemini 3 Flash Preview openai_compatible · google/gemini-3-flash-preview
#0 A · Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim. 1536 dims

To balance the risks of false positives and being scooped, Option (A) provides a sophisticated scientific framework that avoids binary "life/no-life" claims. This approach maintains transparency regarding the current signal-to-noise limitations while allowing ...

#1 A · Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim. 1536 dims

Option (A) balances the scientific imperative for accuracy with the risk of being scooped by framing the discovery as a quantified probability rather than a definitive claim. This approach manages reputational risk by transparently communicating the 3.5 signal...

#2 A · Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim. 1536 dims

To validate the findings for K-812b while balancing reputational risk and time constraints, a Bayesian approach is the most scientifically sound and transparent method. It allows the research team to communicate the significance of the methane-oxygen detection...

#3 A · Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim. 1536 dims

This decision requires balancing the risk of a false positive against the need for timely scientific contribution. Option (A) provides a sophisticated framework that avoids the trap of a binary "life found" claim, which protects scientific reputation while ack...

#4 C · Form an interdisciplinary 'Red Team' of geochemists and astrophysicists to spend 90 days attempting to falsify the biological hypothesis before announcement. 1536 dims

To validate the findings for K-812b while balancing scientific rigor against the risk of being scooped, a structured internal peer-review process is essential. Option (C) provides a time-bound, rigorous adversarial review that specifically targets potential fa...

#5 A · Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim. 1536 dims

To determine the optimal validation protocol for K-812b, we must balance scientific rigor with the competitive pressure of discovery. Option (A) provides a sophisticated middle ground by replacing a binary "life/no life" claim with a transparent, Bayesian quan...

#6 A · Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim. 1536 dims

To validate the discovery of potential biosignatures on K-812b while balancing scientific rigor and the risk of being scooped, the best approach must quantify uncertainty. Option (A) allows for the immediate sharing of results while transparently acknowledging...

#7 A · Adopt a Bayesian 'Probability of Life' ranking system, publishing the discovery with a quantitative confidence interval rather than a binary claim. 1536 dims

To resolve the tension between scientific rigor and the risk of being scooped, Option (A) offers a nuanced communication strategy that maintains integrity without requiring the long delays of definitive confirmation. By using a Bayesian framework, the team can...

Timings

Stages

Sampling5209 ms
Embedding262 ms
Signals13 ms
PPV1 ms

Errors

Agent and Round Errors

No errors recorded.