Orbital Reef. Source: Blue Origen Space station concept. https://www.blueorigin.com/destinations
Jeremy Lichtman‘s Multi-AI Oracle predicts 15%
Obtaining outside data.
Checking internet sources, using keywords: space habitat humans 2027
News from various sources:
OpenAI gives a base rate of 0.1 (10%)
The question difficulty is rated 8 (0 to 10)
Historical weighted factors include:
Previous new space habitats becoming operational within planned timelines, 0.3
Budget allocations by space agencies in the past for new habitats, 0.4
Technological readiness and past records of human visits to new habitats, 0.3
A Bayesian calculation could be performed as follows:
The Bayesian probability is calculated using historical factors as priors. The weighted combination of factors (0.30.2 + 0.40.1 + 0.3*0.2) gives a likelihood of 0.16 (16%).
Bayesian base rate: 0.16 (16%)
Sufficient news to provide a good forecast? 0 (0 or 1)
News is relevant, topical and unbiased? 0 (0 or 1)
Question classification: scenario_based_forecast
Expected time (days) until question close: 688
The following were considered in order to produce this base rate:
The base rate was derived from the likelihood of new space habitats being operational in the past, combined with the frequency of budget allocations and technological advancements necessary for crewed missions.
Ideally, the news feed would contain the following sorts of information for a better forecast:
It would be helpful to have more detailed public records on current technological advancements, budget documents, and planning status from relevant space agencies.
Some potential divergent considerations that might affect the base rate:
Unforeseen technological breakthroughs or significant budget increases could increase the probability of a new space habitat visit.
The following chain of events are necessary for the question to resolve positively:
A new space habitat becomes operational by 2026. Unlikely – NASA or other space agencies allocate budgets for crewed missions to the new habitat by 2027. Unlikely – Official timelines confirm the possibility of a visit by 2027. Unlikely
Querying Claude (AI predicts: 0.08 – confidence: 6)
Querying Mistral (AI predicts: 0.25 – confidence: 6)
Querying OpenAI (AI predicts: 0.15 – confidence: 5)
Explanations of the below statistical measures here —>
Question Type: Binary
Median from LLMs: 0.15
Base rate: 0.1 (from OpenAI)
SD: 0.07
MAPD: 0.11333333333333
Confidence: 6
Conf Mode: Normal
Mellers: 0.07
Reverse Mellers: 0.24
Theory of Mind: 0.15 (What did the LLMs think other LLMs predicted?)
Beta Distribution: 0.2
Close Type: A (B = cautious # closer to 50%; A/C = closer to extremes)
LLM responses: 3
Model value: 15%
The reasoning across the different analyses primarily emphasizes the challenges and historical precedent of establishing new space habitats visited by humans by 2027. The analyses note that historically, space habitats take several years to develop, and there are no significant publicly-announced programs currently on track to achieve human occupancy within the short timeframe of less than two years. Key factors like logistical, financial, and bureaucratic hurdles are discussed as significant barriers. However, some analyses introduce caveats that could alter predictions, such as the possibility of unannounced or classified projects, private sector innovation from companies like SpaceX or Axiom accelerating development beyond expected timelines, and potential geopolitical shifts or technological breakthroughs that could expedite processes. Despite the overall pessimism, these wildcard factors keep an element of uncertainty in the forecasted likelihood of new human-visited space
habitats by the 2027 deadline.
Runtime: 75 seconds.
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