Phillip Godzin‘s pgodzinai forecasts 40%

This is the full version. Condensed version here.

Perplexity response:

# Search Results Summary

I need to note that the provided search results contain only 2 substantively relevant sources for this question (results [1] and [2]; result [3] is about an unrelated boat project). A comprehensive forecast would benefit from additional sources covering Blue Origin’s Orbital Reef, Voyager Space’s Starlab, and SpaceX Starship station plans. Below is a summary of available information:

Top Sources

[1] “Vast selected for sixth private astronaut mission to ISS” | Space Explored | Published February 23, 2026

Description: NASA contract announcement for Vast’s first private astronaut mission to the ISS, targeting launch no earlier than summer 2027.

Summary: NASA has contracted with Vast for the sixth private astronaut mission to the ISS, with a target launch of no earlier than summer 2027 aboard a SpaceX Falcon 9/Dragon. This is distinct from Vast’s independent Haven-1 space station, which is “currently targeted for launch no earlier than 2027.” The mission will support up to 14 days in orbit and includes microgravity research capabilities, marking Vast’s first experience with NASA’s human spaceflight infrastructure and certification processes.

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[2] “Space Tourism Market Hits $19B as Commercial Stations Launch” | Tech Buzz | Published in 2026 (exact date not specified)

Description: Market analysis of commercial space stations and tourism sector growth, including timelines for major habitat launches.

Summary: Haven-1 is scheduled to launch in 2027 and will support crews of four for 10-day missions. Axiom Space follows in 2028 with a five-module station, while Blue Origin’s Orbital Reef and Voyager Space’s Starlab are scheduled for 2030 and 2028 respectively. The space tourism market is projected to reach $19.12B by 2032, growing at 43.6% annually, with NASA committing over $500M to private space station development as the ISS approaches its 2031 deorbit date.

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Key Timeline for Resolution

Haven-1 (Vast Space): Targeted for launch no earlier than 2027. However, both sources indicate this is a preliminary target date. The phrasing “no earlier than 2027” suggests potential delays beyond that window. Once Haven-1 launches, human visits would likely follow, but the search results do not confirm scheduled human missions to Haven-1 specifically within 2027.

Axiom Space Station: Scheduled for 2028, placing it outside the 2027 resolution window.

Orbital Reef (Blue Origin): Scheduled for 2030, outside the 2027 window.

Starlab (Voyager Space): Scheduled for 2028, outside the 2027 window.

SpaceX Starship Station: The search results provided do not contain information about SpaceX Starship development as a space station, despite this being mentioned in your background materials.

Critical Gap

The search results confirm that Haven-1 is the only habitat with a stated launch target within 2027, but they do not provide clarity on whether humans will actually visit Haven-1 before end of 2027. The phrasing “no earlier than 2027” suggests uncertainty, and typical space project timelines experience delays. Additionally, no information is available from these results regarding Orbital Reef, Starlab, or Starship station status, which are alternatives mentioned in your background.

To strengthen your forecast, you would benefit from accessing the authoritative sources listed in your resolution criteria (BlueOrigin.com, VoyagerTechnologies.com, and Space.com) for the latest statements on these programs’ timelines and any announced human mission schedules.

Grok response:

1. Vast Advances Haven-1 Into Integration Phase (Vast official update), Published: January 20, 2026. Vast has begun integrating subsystems for Haven-1 after completing structural qualification testing. The company updated its launch schedule to Q1 2027 on a SpaceX Falcon 9 due to the integration timeline. This positions Haven-1 as the leading candidate for the first new commercial space station.[1]
2. Haven-1 — Vast (Official Vast product page), Accessed/Published: February 2026. Haven-1 features 45 m³ habitable volume, Starlink connectivity, and a large domed window, with recent progress including life support testing and solar array inspections. Targeted for 2027 launch on Falcon 9 at 425 km orbit. Plans include four crewed missions with four astronauts each for up to two weeks via SpaceX Dragon, supporting research and manufacturing over three years.[2]
3. SpaceX to Launch First Private ISS Mission for Vast in 2027 (Basenor), Published: February 12, 2026. SpaceX will launch Vast’s first crewed mission in summer 2027, shortly after Haven-1’s Q1 2027 launch. The mission involves up to four astronauts spending time aboard the new station. This aligns with NASA’s ordering of private astronaut missions.[3]
4. Vast Takes a Giant Leap Towards Building a Private Space Station (Yahoo Finance), Published: February 20, 2026. NASA anticipates a Vast crew of up to four astronauts launching on SpaceX in summer 2027 for up to 14 days aboard Haven-1. This follows recent hardware milestones like structural testing. The mission underscores progress toward commercial LEO destinations post-ISS.[4]
5. Vast Delays Haven-1 Launch to 2027 (Payload Space), Published: January 20, 2026. Previously targeting 2026, Haven-1 now launches no earlier than Q1 2027, with potential for further slips. The delay stems from integration complexities after pathfinder demo launch in late 2025. Crewed visits would follow station deployment.[5]
6. The first commercial space station, Haven-1, is now undergoing assembly for launch (Ars Technica), Published: January 20, 2026. Haven-1 has shifted from a mid-2026 target to later due to hardware realities, now entering assembly. CEO Max Haot confirmed integration progress supports a 2027 launch. This keeps it ahead of competitors like Starlab.[6]
7. Starlab Space Station | Voyager (Official Voyager site), Accessed/Published: February 2026. Starlab is a joint venture with Airbus, Mitsubishi, MDA Space, and others, backed by $217M NASA funding. It plans single-launch deployment via SpaceX Starship with no assembly needed, featuring AI from Palantir and hospitality from Hilton. No specific launch or crewed visit dates before 2028 are provided; focuses on post-ISS continuity.[7]
8. Starlab Space Concludes NASA Commercial Critical Design Review (SatNow), Published: February 25, 2026. Starlab Space completed a key NASA CDR milestone, advancing design maturity. This supports ongoing development for commercial LEO operations. No updated timelines for launch or human visits were detailed, but it signals progress toward operational capability.[8]
9. Commercial space stations: 10 Breakthrough Technologies 2026 (MIT Technology Review), Published: January 12, 2026. Commercial stations like Vast’s Haven-1 are progressing rapidly, with Voyager’s Starlab aiming for launch around 2026-2028 and Blue Origin’s Orbital Reef following in 2030. These aim to replace ISS before its 2030 deorbit. Emphasis on single-launch designs to accelerate deployment.[9]
10. NASA eyeing SpaceX’s Starship as possible space station (Space.com), Published: July 27, 2023. NASA advised SpaceX via CCSC-2 to consider Starship for LEO station use post-ISS, leveraging its volume comparable to Skylab. No firm timelines; remains conceptual amid Starship’s early tests. Fits broader commercial LEO strategy but no 2027-specific plans.[10]

Haven-1 by Vast remains the frontrunner for a new space habitat visited by humans before the end of 2027, with recent updates from January 2026 confirming entry into integration and a Q1 2027 uncrewed launch target on Falcon 9.[1][2][5] NASA has ordered a crewed mission for summer 2027, involving up to four astronauts on a SpaceX Dragon for 14 days of operations, which would qualify as the first human visit shortly after deployment.[3][4] This timeline slipped from an initial mid-2026 goal due to hardware integration needs, but January 2026 milestones like structural testing and solar array progress indicate positive momentum with no further delays announced as of February 2026.[6]

Other candidates lag behind. Starlab by Voyager Space (with Airbus, MDA, etc.) completed a NASA Critical Design Review on February 25, 2026, but lacks a firm launch date, with estimates pointing to 2028 or later for initial operations and human presence; it plans Starship deployment but no pre-2028 crewed visits.[7][8] Orbital Reef (Blue Origin/Sierra Space) shows no recent updates on crewed timelines, with 2030 operations projected in January 2026 analyses and stalled progress since 2022 NASA reviews.[9] NASA’s Starship-as-station concept from 2023 remains exploratory, with no development or 2027 targets amid focus on Artemis and Starship Mars goals.[10]

No other new habitats (e.g., Axiom Station modules attach to ISS initially) meet the criteria of standalone visits before 2028, per recent commercial LEO overviews. No prediction markets directly track this event as of February 2026 searches. Expert views from NASA and companies highlight Haven-1’s lead, with $217M+ in NASA funding across projects but Haven-1’s single-module, rapid-deploy design enabling earliest crewed access.[7]

Extracted resolution criteria links:
[‘https://voyagertechnologies.com/starlab/,’, ‘https://www.blueorigin.com/destinations,’, ‘https://www.space.com/nasa-considering-spacex-starship-space-station‘]

Extracted resolution criteria links:
[]
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Claude Vision analysis response:

I don’t see any image attached to your message. Could you please share the image you’d like me to analyze for information related to new space habitats and human visits before the end of 2027?

Without the image, I cannot extract the relevant data points, current values, or trends that would help answer whether humans will visit any new space habitat (other than ISS or Tiangong) before the end of 2027.

Please upload the image and I’ll be happy to analyze it for relevant information about Haven-1, Orbital Reef, Starlab, or any other space habitat developments.

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Claude Vision analysis response:

I don’t see any image attached to your message. I can only see the text describing the question, background, resolution criteria, and sources, but there is no actual image or page content for me to analyze.

Could you please share the image you’d like me to extract data from? Once you provide the image, I’ll be able to identify relevant information about:

• Haven-1 development status and timeline
• Orbital Reef progress (Blue Origin)
• Starlab development (Voyager Technologies)
• SpaceX Starship space station plans
• Any scheduled crewed missions to new space habitats

Please re-upload the image and I’ll analyze it for relevant data points.

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Anthropic Binary response:

Analysis: New Space Habitat Human Visit Before End of 2027

Understanding the Question

This question asks whether humans will visit any new space habitat (excluding ISS and Tiangong) before December 31, 2027. From today (February 25, 2026), there are approximately 22.5 months remaining.

Key Candidates Assessment

Haven-1 (Vast Space) – Primary Candidate

• Currently targeting Q1 2027 uncrewed launch on SpaceX Falcon 9
• NASA has formally ordered a crewed private astronaut mission for summer 2027
• As of January 2026, entered integration phase with structural qualification testing completed
• Already slipped from mid-2026 target, suggesting current timeline may be more realistic
• Uses proven technology: Falcon 9 (high reliability) and Dragon capsule (human-rated)
• Four crewed missions planned with up to 14-day stays

Other Candidates (Unlikely Before 2027)

• Starlab (Voyager Space): Targeting 2028; just completed CDR on Feb 25, 2026
• Orbital Reef (Blue Origin): Targeting 2030
• Axiom Station: Targeting 2028
• SpaceX Starship as station: Conceptual only, no timeline

Probability Chain Analysis for Haven-1

P(Haven-1 launches by end of 2027):

• Currently ~13 months to Q1 2027 target
• Already experienced one schedule slip (more realistic now)
• Uses mature launch technology
• Estimated: 60-65%

P(Crew visits by end of 2027 | station successfully deployed):

• If launches Q1 2027: ~85% chance of crew visit by year-end
• If launches Q2 2027: ~60% chance
• If launches Q3-Q4 2027: ~15% chance
• Weighted probability given launch timing uncertainties: 60-65%

Combined calculation:

• P(Q1 2027 launch) × P(crew visit | Q1): 0.35 × 0.85 = 0.30
• P(Q2 2027 launch) × P(crew visit | Q2): 0.20 × 0.60 = 0.12
• P(Q3-Q4 2027 launch) × P(crew visit | late 2027): 0.10 × 0.15 = 0.015
• Subtotal: ~43%
• Other habitat surprises: ~2%
• Total: ~45%

Critical Assumptions That Could Alter Forecast

1. Integration proceeds without major issues (Probability of major slip beyond 2027: ~20-25%)

• If wrong: Resolution probability drops to ~15-20%

1. Station checkout allows crew visit within same calendar year (Probability of requiring longer checkout: ~25-30%)

• If wrong: Significant delay to crew visit even after successful launch

1. NASA/regulatory approval timeline holds (Probability of extended certification delays: ~15%)

• If wrong: Could push crew mission into 2028

Historical Context

• Space projects routinely experience 6-18 month delays
• However, this project uses entirely mature launch/crew vehicle technology
• NASA formal agreement adds accountability but also complexity
• Commercial space stations are a new category (limited base rate)

Calibration Adjustments

• Accounting for historical overconfidence tendency
• Space project delays are the norm rather than exception
• But mature technology stack reduces some risk
• ~22.5 months is reasonable window if current schedule holds

Timeline Probability Distribution

• By Q2 2027: ~20%
• By Q4 2027: ~45%
• By Q2 2028: ~65%
• By Q4 2028: ~80%

The probability distribution weighs toward later in 2027 or early 2028 being more likely than the published summer 2027 target.

Probability: 45%
The extracted probability is: 45%

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Anthropic Binary response:

Analysis: Will a New Space Habitat Be Visited by Humans Before End of 2027?

Key Information Assessment

Haven-1 (Vast Space) – Primary Candidate:

• Currently in integration phase as of January 2026 (confirmed milestone)
• Launch target: Q1 2027 on SpaceX Falcon 9 (slipped from mid-2026)
• NASA has contracted a crewed mission for summer 2027 with up to 4 astronauts
• Structural qualification testing completed; solar arrays inspected
• Using proven SpaceX Dragon vehicle infrastructure

Other Candidates (Less Likely):

• Starlab (Voyager): 2028 target, CDR completed Feb 2026 but no 2027 crewed visits planned
• Orbital Reef (Blue Origin): 2030 target
• Axiom Space: 2028 target
• SpaceX Starship station: Conceptual only

Timeline Assessment

From today (Feb 25, 2026) to resolution (Dec 31, 2027) = ~22 months

• Haven-1 launch (Q1 2027): 11-14 months away
• Crewed mission (Summer 2027): 16-18 months away
• Buffer room if delays occur: 4-6 months

Probability Decomposition for Haven-1

P(Launch by end 2027):

• Already slipped once (mid-2026 → Q1 2027)
• Currently in integration with positive momentum
• Ample buffer room even with further delays
• Estimate: 80%

P(Operational for crew | Launch):

• First-of-kind commercial station
• Life support, docking systems must function
• Some checkout period required
• Estimate: 70%

P(Crew visit by EOY 2027 | Operational):

• Summer 2027 target with buffer room
• Dragon is proven human-rated vehicle
• NASA involvement adds credibility
• Estimate: 70%

Combined for Haven-1: 0.80 × 0.70 × 0.70 = 39%

Other stations accelerating to 2027: ~2-3%

Critical Assumptions That Could Alter Forecast

1. Haven-1 launch timeline holds (~20% failure probability): Further slip past Q3 2027 would compress crew visit timeline dangerously
2. First-of-kind station operates successfully (~30% failure probability): Unprecedented commercial free-flyer adds technical risk
3. No major SpaceX/NASA disruptions (~10% failure probability): Dragon availability, regulatory issues could delay crew mission

Adjustments

• Historical base rate: New space station crewed visits are rare events
• Space programs frequently slip schedules
• Research indicates I’ve been consistently overconfident
• However, recent milestones (Jan/Feb 2026) show genuine progress
• NASA contract signals institutional commitment

Final Assessment

The evidence supports meaningful probability of success:

• Haven-1 is actively being assembled with recent positive milestones
• Clear pathway exists: launch → checkout → crew visit
• Proven SpaceX infrastructure reduces some risk
• ~22 months provides reasonable buffer

However, significant uncertainties remain:

• First commercial free-flying station
• Ambitious timeline even if on track
• Historical pattern of space delays

Probability: 40%
The extracted probability is: 40%

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Anthropic Binary response:

Analyzing the Probability of Human Visits to New Space Habitats Before End of 2027

Current Situation Assessment

Based on the research, Haven-1 by Vast Space is clearly the leading and only realistic candidate for achieving this milestone before end of 2027.

Key facts about Haven-1:

• Q1 2027 launch targeted on SpaceX Falcon 9
• As of January 2026, entered integration phase after completing structural qualification testing
• NASA has contracted a crewed mission targeting summer 2027 (up to 4 astronauts, 14 days)
• Previously slipped from mid-2026 target to Q1 2027 due to integration timeline
• Strong funding and SpaceX partnership

Other candidates are not viable for 2027:

• Starlab (Voyager): 2028 target, just completed CDR in February 2026
• Orbital Reef (Blue Origin): 2030 target
• SpaceX Starship as station: Conceptual only

Probability Chain Analysis

For resolution YES, multiple events must occur in sequence:

1. Haven-1 launches successfully by end of 2027

• Current target: Q1 2027
• Already slipped once from mid-2026
• Integration progressing well as of January 2026
• Estimated probability: 72%

1. Station becomes operational for crewed visits | Successfully launched

• First-of-kind commercial station
• Technical certification needed for human presence
• But SpaceX Dragon is proven technology
• Estimated probability: 75%

1. Crewed mission occurs in 2027 | Station operational

• Summer 2027 target with buffer until December 2027
• SpaceX Dragon missions are relatively reliable
• Could slip a few months but still meet deadline
• Estimated probability: 68%

Combined probability: 0.72 × 0.75 × 0.68 = 36.7%

Critical Assumptions That Could Change Forecast

1. Haven-1 stays on current schedule (failure probability: ~28%)

• Space projects frequently experience delays
• If launch slips to late 2027 or 2028, crewed visit very unlikely in 2027

1. Station functions properly for crewed visits (failure probability: ~25%)

• First commercial station; unforeseen technical issues possible
• Life support, docking systems must work flawlessly

1. No external disruptions (failure probability: ~10%)

• Supply chain issues, SpaceX scheduling constraints, regulatory delays

Additional Considerations

• Historical base rate: Space megaprojects historically delayed ~50-70% of the time
• Novel technology risk: First commercial habitation station, higher uncertainty
• Positive indicators: NASA involvement, SpaceX partnership, milestone completion
• Time remaining: ~22 months provides some buffer but tight for complex space hardware
• The recent progress (structural testing complete, integration underway) is genuinely positive

Comparison Across Timeframes

• Probability by mid-2027: ~20%
• Probability by end of 2027: ~38%
• Probability by end of 2028: ~65%

This reflects that most of the probability mass is loaded toward the later part of the window.

Final Assessment

Given:

• Positive momentum with Haven-1 development
• But accounting for typical space delays and first-of-kind risks
• My historical overconfidence bias
• The need for multiple things to go right in sequence
• ~22 months remaining with aggressive timeline

The probability is moderately favorable for resolution but with substantial uncertainty due to the novelty and complexity of commercial space station operations.

Probability: 38%
The extracted probability is: 38%

Gemini Binary response:

Forecasting Rationale

1. Identification of the Critical Path

The resolution of this question hinges almost entirely on the success of a single project: Vast’s Haven-1 space station. A review of all available research indicates that other potential new habitats are on schedules that extend well beyond the December 31, 2027 resolution deadline.

• Starlab (Voyager/Airbus): Has a target launch of 2028 or later. It recently completed a Critical Design Review in February 2026, a milestone that is still years away from a crewed flight.
• Orbital Reef (Blue Origin): Projections place its operational date around 2030, and the project has shown little recent public progress.
• SpaceX Starship Station: This remains a conceptual idea with no concrete development timeline or target date.
• Axiom Station: The initial Axiom modules are planned to be attached to the ISS, which is explicitly excluded by the resolution criteria. A free-flying Axiom station is not expected until the ISS is retired.

Therefore, the forecast simplifies to: What is the probability that Haven-1 is launched and visited by a crew before the end of 2027?

2. Analysis of the Haven-1 Timeline and Associated Risks

The current official plan for Haven-1 is aggressive but sequential:

1. Haven-1 Station Launch: Targeted for Q1 2027 on a SpaceX Falcon 9.
2. Crewed Mission Launch: A crew of up to four astronauts is scheduled to visit the station in “summer 2027” aboard a SpaceX Dragon capsule.

To resolve “Yes,” both events must occur successfully and on a tight schedule. The primary risk is schedule slippage, a common occurrence in the aerospace industry for novel hardware (a high base rate of delays).

3. Key Assumptions and Probabilistic Assessment

My forecast is built on assessing the likelihood of delays at each critical stage.

• Assumption 1: The Haven-1 station launch will occur in 2027.
  • The project has already slipped from a mid-2026 target to Q1 2027 due to integration complexities. This is a strong signal that the schedule is success-oriented. While progress is being made, further delays are more likely than not. A slip of 6-9 months is common for such projects.
  • I estimate an 80% chance the station launches in 2027 and a 20% chance it slips into 2028 or suffers a catastrophic failure.
• Assumption 2: If the station launches in 2027, a crew will visit it before the end of the year.
  • The probability of this happening is highly dependent on when in 2027 the station launches. The period between the station’s launch and the crew’s arrival is crucial for on-orbit commissioning, system checkouts, and safety certification.
  • Launch in Q1 2027 (Jan-Mar): This provides a healthy 8-11 month window for checkout before the year’s end. I assign a 75% conditional probability of a crew visit in this scenario.
  • Launch in Q2 2027 (Apr-Jun): This compresses the window to 5-8 months. This is tight for a new station. I assign a 40% conditional probability of a crew visit.
  • Launch in Q3 2027 (Jul-Sep): This leaves only a 2-5 month window, making a 2027 crew visit extremely challenging and unlikely. I assign a 15% conditional probability.
  • Launch in Q4 2027 (Oct-Dec): A crew visit in 2027 becomes practically impossible. The conditional probability is near 0%.

4. Synthesizing the Forecast

To calculate the final probability, I will combine the likelihood of the station launching in a given quarter with the conditional probability of a crew visit succeeding in time. I estimate the following probabilities for the station launch quarter:

• P(Launch in Q1): 25%
• P(Launch in Q2): 30%
• P(Launch in Q3): 25%
• P(Launch in Q4): 20% (This includes my overall 80% chance of a 2027 launch)

Final Calculation:
(P(Q1) × P(Visit|Q1)) + (P(Q2) × P(Visit|Q2)) + (P(Q3) × P(Visit|Q3))
(0.25 × 0.75) + (0.30 × 0.40) + (0.25 × 0.15) = 0.1875 + 0.12 + 0.0375 = 0.345

This calculation suggests that while there is a clear and credible path to a “Yes” resolution, the high probability of delays at multiple stages makes a “No” resolution more likely. The most probable failure mode is not a catastrophic failure, but a series of minor-to-moderate delays that push the first human visit into early 2028.

Probability: 35%

The extracted probability is: 35%

GPT Binary response:

Most probability mass is on Vast’s Haven-1 being the first “new space habitat” (not ISS/Tiangong) to receive a human visit before end-2027. Other candidates (Starlab, Orbital Reef, Starship-as-station) look extremely unlikely to be crew-visited by then based on currently stated timelines and maturity.

What has to happen for “Yes”

To resolve Yes, we need (after today, before 2027-12-31):
1) A new habitat (standalone station/habitat, not ISS or Tiangong) reaches orbit and is operable, and
2) Humans actually visit it (dock/enter), i.e., at least one successful crewed mission to that habitat.

Evidence and base-rate considerations

• Haven-1 schedule signals: Company updates indicate integration progress and a Q1 2027 target for launch, and plans for multiple Dragon crewed missions in 2027. This is a credible architecture (Falcon 9 + Dragon) using already-operational systems, which improves odds versus projects dependent on new heavy-lift or unproven crew vehicles.
• But: “no earlier than 2027” language and the general base rate of space-hardware schedule slips (especially first-of-a-kind habitats, ECLSS integration, docking systems, safety certification, ops readiness) suggests substantial risk of pushing first crewed visit into 2028 even if the module launches in 2027.
• Other programs: Starlab and Orbital Reef are mostly pointed at 2028+ / ~2030 operations; Starship-as-station remains conceptual with no clear 2027 human-visit pathway.

A simple decomposition (dominant path: Haven-1)

I model the end-2027 “Yes” mostly as:

• P(Haven-1 is launched early enough and commissioned for crew by end-2027): roughly 0.60
  (captures risk of launch slip into late 2027/2028, or on-orbit commissioning issues)
• P(a crew actually visits it by end-2027 | commissioned): roughly 0.70
  (captures crew/mission procurement, readiness, docking clearance, and the chance that the 2027 crew activity ends up being ISS-only)

This gives ~0.42 via the main pathway, plus only a small incremental probability from any non–Haven-1 surprise path (I treat that as low single-digits and mostly redundant with “Haven-1 slips but someone else succeeds,” which looks very unlikely by 2027).

Time-sliced intuition checks

• By end of 2026: ~1% (nearly no time; Haven-1 is now targeting 2027)
• By end of 2027: centered in the low-to-mid 40s (my final is below)
• By end of 2028: ~75% (if Haven-1 slips, a 2028 crewed visit still seems quite plausible; plus Starlab/Axiom timelines start to matter)

Key swing assumptions (and failure probabilities)

1) Haven-1 reaches orbit and is crew-capable by end-2027 (failure ~40%).
2) A 2027 crew mission actually visits Haven-1 (not just an ISS private astronaut mission) (failure ~30%).
3) Resolution interpretation matches “standalone habitat like Haven-1 counts” (failure ~10%; low, but definitional disputes can matter).

These are the main reasons I’m not pushing the probability into the 60–70% range despite the encouraging stated plans.

Probability: 42%

The extracted probability is: 42%

GPT Binary response:

Only one plausible path to “Yes” before end-2027 is Vast’s Haven‑1 being launched and then crewed on a Dragon mission within the same calendar year. Other named alternatives (Orbital Reef, Starlab, Starship-as-station) look very unlikely to put humans into a new habitat by 2027 based on currently described timelines and maturity.

What counts / doesn’t count

• Must be a new space habitat visited by humans after today and before 2027-12-31.
• ISS and Tiangong don’t count.
• Axiom’s near-term modules are attached to ISS, so even if visited, they likely would not satisfy “new space habitat (not the ISS)” as stated.

Evidence and weighting (recency + authority)

• Highest weight: Vast official updates (Jan–Feb 2026) indicating Haven‑1 is in integration and targeting Q1 2027 launch, and describing planned crewed Dragon missions in 2027. These are the most direct signals but are still company schedule targets (optimistic bias risk).
• Medium weight: Third-party reporting (Payload Space, Ars Technica, Yahoo Finance) that corroborates the slip to 2027 and implies/echoes a summer 2027 crewed visit concept.
• Lower weight: General market-analysis timeline pieces that put Orbital Reef ~2030 and Starlab ~2028+, consistent with “not 2027.”

Decomposition forecast (mainline: Haven‑1)

To get a “Yes” by end-2027, you need:
1) Haven‑1 launches early enough (practically by ~Q3 2027 at latest), and
2) It is certified/ready for humans and a Dragon mission actually docks/occupies it before 2027-12-31.

Key uncertainties:

• Integration and test issues often push first-of-a-kind habitats rightward.
• Even if launched, the first crewed mission can slip due to station checkout, life support verification, docking system validation, range scheduling, Dragon availability, and regulatory/nasa-human-rating conservatism (even if “private,” they will still be constrained by real safety gating).

Base-rate sanity check

New human-visited “habitats” are rare historically, and schedules for crewed firsts frequently slip. That said, Haven‑1 is comparatively small, uses Falcon 9 and Dragon (mature systems), and is explicitly aiming at this near-term window—so the probability is meaningfully above “tiny,” but still well below 50%.

Timeline cross-check probabilities (for calibration)

• By 2026-12-31: 1% (essentially no credible path)
• By 2027-06-30: 10% (requires on-time launch + rapid crew readiness)
• By 2027-12-31: (final forecast below)
• By 2028-12-31: 55% (if Haven‑1 slips, 2028 becomes quite plausible; plus other commercial stations approach readiness)

Most decision-relevant assumptions (and failure risk)

1) Assumption: Haven‑1 launches by end of Sep 2027 (early enough to enable a 2027 crew visit).

• Probability assumption is wrong (i.e., launch slips later): 55%.
  2) Assumption: If Haven‑1 launches by end-Sep 2027, a crewed Dragon visit occurs by end-2027.
• Probability assumption is wrong (i.e., crew visit slips to 2028+): 45%.
  3) Assumption: If Haven‑1 doesn’t do it, no other new habitat gets a human visit by end-2027.
• Probability assumption is wrong (a surprise alternative happens): 3%.

Combining these (and applying a modest anti-overconfidence haircut given typical schedule-slip rates), I land around the high-20s.

Probability: 27%

The extracted probability is: 27%

GPT Binary response:

What would have to happen for “Yes”

A “Yes” requires a brand-new space habitat (not ISS or Tiangong) to be physically visited by humans between now (2026-02-25) and 2027-12-31.

Given the programs mentioned, this is effectively a question about Vast’s Haven-1, because:

• Orbital Reef (Blue Origin) is still publicly framed on ~2030 timescales in recent overviews, far outside the window.
• Starlab is progressing (CDR), but is generally framed as 2028+ and depends heavily on Starship availability for its single-launch plan.
• “Starship as a station” remains exploratory/conceptual, with no concrete crewed-station timeline aimed at 2027.

So the event resolves “Yes” primarily if:
1) Haven-1 launches to orbit in time (likely 2027), and
2) a crewed Dragon mission actually docks/boards Haven-1 before end-2027.

Evidence and weighting (recency + authority)

• Most actionable positive signal: Vast’s own updates say Haven-1 is in integration, targeting Q1 2027 launch, and the Haven-1 page describes planned crewed missions via Dragon in 2027. This is direct but also naturally promotional and subject to optimism bias.
• Key cautionary signal: Independent reporting and NASA-related context use language like “no earlier than 2027” and (in at least one cited item) tie a 2027 private astronaut mission to the ISS, not definitively to Haven-1. That inconsistency increases my probability of schedule slip or “mission is not actually to Haven-1 in 2027.”

Base-rate / reference-class thinking

New human-visited orbital habitats are rare, and first-of-a-kind commercial stations face:

• integration/test surprises (ECLSS, power/thermal, avionics),
• docking/operations maturity,
• launch schedule competition,
• and (often) “we can launch it” arriving earlier than “we can safely host crew.”

Haven-1’s timeline is aggressive but not impossible because it leverages existing capabilities (Falcon 9 + Dragon + Starlink) and is a single small module rather than a multi-module station.

Scenario model (my internal breakdown)

I treat “humans visit a new habitat by end-2027” as:

A) Haven-1 path

• P(Haven-1 reaches orbit by end-2027): moderate (it’s targeted for 2027 but already slipped once, and “no earlier than” language suggests fragility).
• P(crewed visit happens in 2027 | launched in 2027): also moderate; if the launch is early 2027, there’s time for checkout and a crew mission, but any meaningful technical issue pushes the first boarding into 2028.

B) Non–Haven-1 path
Very low probability that Starlab/Orbital Reef/Starship-station produce a genuinely “new habitat visited by humans” by end-2027.

Net: Haven-1 dominates, but schedule risk is large.

Key assumptions that could flip the forecast

1) Assumption: Haven-1 actually launches to orbit by end-2027.

• Probability this assumption is wrong (i.e., slips to 2028+): ~45%.

2) Assumption: If Haven-1 launches in 2027, a crewed Dragon visit/boarding occurs by end-2027 (not delayed to 2028 for fixes, certification, financing, launch-slot issues, etc.).

• Probability this assumption is wrong: ~35%.

3) Assumption: No other project unexpectedly provides a “new habitat” humans visit in time (e.g., an unforeseen rapid demo habitat).

• Probability this assumption is wrong: ~5%.

Time-sliced probabilities (sanity checks)

• By end-2026: ~1% (essentially needs an unforeseen accelerated demo; Haven-1 is not expected that soon).
• By end-2027: my main forecast below.
• By end-2028: ~65% (if Haven-1 slips, 2028 still looks quite plausible for first crewed boarding; also Starlab begins to enter the plausible window).

Probability: 32%

The extracted probability is: 32%
Task failed with error:
Traceback (most recent call last):
File “/home/runner/work/metaculus-forecasting-llm/metaculus-forecasting-llm/src/main.py”, line 84, in fetch_gpt_prediction
return await fetch_sync(get_gpt_binary_prediction, title, perplexity_summary_report, asknews_summary, asknews_deep_research, vision_analysis, grok_report, adjacent_markets_research, today, resolution_date, background, fine_print, resolution_criteria)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File “/home/runner/work/metaculus-forecasting-llm/metaculus-forecasting-llm/src/main.py”, line 74, in fetch_sync
return await asyncio.get_event_loop().run_in_executor(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TimeoutError

Task failed with error:
Traceback (most recent call last):
File “/home/runner/work/metaculus-forecasting-llm/metaculus-forecasting-llm/src/main.py”, line 84, in fetch_gpt_prediction
return await fetch_sync(get_gpt_binary_prediction, title, perplexity_summary_report, asknews_summary, asknews_deep_research, vision_analysis, grok_report, adjacent_markets_research, today, resolution_date, background, fine_print, resolution_criteria)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File “/home/runner/work/metaculus-forecasting-llm/metaculus-forecasting-llm/src/main.py”, line 74, in fetch_sync
return await asyncio.get_event_loop().run_in_executor(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TimeoutError

All predictions: [35, 38, 40, 42, 45]
Filtered predictions: [38, 40, 42]

Median reasoning:

Analysis: Will a New Space Habitat Be Visited by Humans Before End of 2027?

Key Information Assessment

Haven-1 (Vast Space) – Primary Candidate:

• Currently in integration phase as of January 2026 (confirmed milestone)
• Launch target: Q1 2027 on SpaceX Falcon 9 (slipped from mid-2026)
• NASA has contracted a crewed mission for summer 2027 with up to 4 astronauts
• Structural qualification testing completed; solar arrays inspected
• Using proven SpaceX Dragon vehicle infrastructure

Other Candidates (Less Likely):

• Starlab (Voyager): 2028 target, CDR completed Feb 2026 but no 2027 crewed visits planned
• Orbital Reef (Blue Origin): 2030 target
• Axiom Space: 2028 target
• SpaceX Starship station: Conceptual only

Timeline Assessment

From today (Feb 25, 2026) to resolution (Dec 31, 2027) = ~22 months

• Haven-1 launch (Q1 2027): 11-14 months away
• Crewed mission (Summer 2027): 16-18 months away
• Buffer room if delays occur: 4-6 months

Probability Decomposition for Haven-1

P(Launch by end 2027):

• Already slipped once (mid-2026 → Q1 2027)
• Currently in integration with positive momentum
• Ample buffer room even with further delays
• Estimate: 80%

P(Operational for crew | Launch):

• First-of-kind commercial station
• Life support, docking systems must function
• Some checkout period required
• Estimate: 70%

P(Crew visit by EOY 2027 | Operational):

• Summer 2027 target with buffer room
• Dragon is proven human-rated vehicle
• NASA involvement adds credibility
• Estimate: 70%

Combined for Haven-1: 0.80 × 0.70 × 0.70 = 39%

Other stations accelerating to 2027: ~2-3%

Critical Assumptions That Could Alter Forecast

1. Haven-1 launch timeline holds (~20% failure probability): Further slip past Q3 2027 would compress crew visit timeline dangerously
2. First-of-kind station operates successfully (~30% failure probability): Unprecedented commercial free-flyer adds technical risk
3. No major SpaceX/NASA disruptions (~10% failure probability): Dragon availability, regulatory issues could delay crew mission

Adjustments

• Historical base rate: New space station crewed visits are rare events
• Space programs frequently slip schedules
• Research indicates I’ve been consistently overconfident
• However, recent milestones (Jan/Feb 2026) show genuine progress
• NASA contract signals institutional commitment

Final Assessment

The evidence supports meaningful probability of success:

• Haven-1 is actively being assembled with recent positive milestones
• Clear pathway exists: launch → checkout → crew visit
• Proven SpaceX infrastructure reduces some risk
• ~22 months provides reasonable buffer

However, significant uncertainties remain:

• First commercial free-flying station
• Ambitious timeline even if on track
• Historical pattern of space delays

Probability: 40%

=== Forecast Result ===

{
“probability_yes”: 0.4,
“probability_yes_per_category”: null,
“continuous_cdf”: null
}

=== Reasoning ===

Analysis: Will a New Space Habitat Be Visited by Humans Before End of 2027?

Key Information Assessment

Haven-1 (Vast Space) – Primary Candidate:

• Currently in integration phase as of January 2026 (confirmed milestone)
• Launch target: Q1 2027 on SpaceX Falcon 9 (slipped from mid-2026)
• NASA has contracted a crewed mission for summer 2027 with up to 4 astronauts
• Structural qualification testing completed; solar arrays inspected
• Using proven SpaceX Dragon vehicle infrastructure

Other Candidates (Less Likely):

• Starlab (Voyager): 2028 target, CDR completed Feb 2026 but no 2027 crewed visits planned
• Orbital Reef (Blue Origin): 2030 target
• Axiom Space: 2028 target
• SpaceX Starship station: Conceptual only

Timeline Assessment

From today (Feb 25, 2026) to resolution (Dec 31, 2027) = ~22 months

• Haven-1 launch (Q1 2027): 11-14 months away
• Crewed mission (Summer 2027): 16-18 months away
• Buffer room if delays occur: 4-6 months

Probability Decomposition for Haven-1

P(Launch by end 2027):

• Already slipped once (mid-2026 → Q1 2027)
• Currently in integration with positive momentum
• Ample buffer room even with further delays
• Estimate: 80%

P(Operational for crew | Launch):

• First-of-kind commercial station
• Life support, docking systems must function
• Some checkout period required
• Estimate: 70%

P(Crew visit by EOY 2027 | Operational):

• Summer 2027 target with buffer room
• Dragon is proven human-rated vehicle
• NASA involvement adds credibility
• Estimate: 70%

Combined for Haven-1: 0.80 × 0.70 × 0.70 = 39%

Other stations accelerating to 2027: ~2-3%

Critical Assumptions That Could Alter Forecast

1. Haven-1 launch timeline holds (~20% failure probability): Further slip past Q3 2027 would compress crew visit timeline dangerously
2. First-of-kind station operates successfully (~30% failure probability): Unprecedented commercial free-flyer adds technical risk
3. No major SpaceX/NASA disruptions (~10% failure probability): Dragon availability, regulatory issues could delay crew mission

Adjustments

• Historical base rate: New space station crewed visits are rare events
• Space programs frequently slip schedules
• Research indicates I’ve been consistently overconfident
• However, recent milestones (Jan/Feb 2026) show genuine progress
• NASA contract signals institutional commitment

Final Assessment

The evidence supports meaningful probability of success:

• Haven-1 is actively being assembled with recent positive milestones
• Clear pathway exists: launch → checkout → crew visit
• Proven SpaceX infrastructure reduces some risk
• ~22 months provides reasonable buffer

However, significant uncertainties remain:

• First commercial free-flying station
• Ambitious timeline even if on track
• Historical pattern of space delays

Probability: 40%