← Cockpit
232_057predictionRoboticsAI-scaling

First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.

Predictor: Dave Blundin · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source

Prior probability
60.0%
Current probability
34.8%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2031-06-01 – 2031-06-30
Edges in / out
93 / 5
Tickers exposed
40

Prediction text

First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. | the idea that you would be able to do any of this without human astronauts was a non-starter until this year and now it's clearly going to be Optimus robots because, you know, the way we joked about it with Elon was look the the bed be when the first person arrives, the bed will have been made. There'll be a mint on the pillow. It's not you're not a pioneer. You're you're following, you know, after tens of thousands of Optimus robots have already done all the all the heavy lifting.

Watch events: Tesla Q2 2026 earnings; Optimus Fremont line start; unit cost disclosure; Starcloud Blackwell satellite (Oct 2026); Google Project Suncatcher demo satellite; FCC DC filings

Verbatim quote

From episode "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232"
the idea that you would be able to do any of this without human astronauts was a non-starter until this year and now it's clearly going to be Optimus robots because, you know, the way we joked about it with Elon was look the the bed be when the first person arrives, the bed will have been made. There'll be a mint on the pillow. It's not you're not a pioneer. You're you're following, you know, after tens of thousands of Optimus robots have already done all the all the heavy lifting.

Predictor: Dave Blundin

κ + Brier as of 2026-05-22
κ (discount)
0.821
Brier
0.0491
excellent
Hits / Misses
3 / 2
of 9 resolved
Hit rate
33.3%
Calibration plot (stated vs observed)

Evidence about this node from Dave Blundin is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class: mars_uncrewed_landing_window

Linked via embedding similarity 0.560

Successful uncrewed payload delivery to Mars surface within named transfer window

Base rate
50.0%
9/18 historical
Inside weight
Outside weight
no pull
inside 34.8% → blend 34.8% 0.0pp)

Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.

Probability over time

8 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-022026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 34.8%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 1 fired ✓ · 2 overdue ⏱ · 7 pending
  1. 2025-04-10overdueElon Musk announces Starship + Optimus to Mars by end of 2026 (Apr 2025)
    How: Elon Musk publicly announces SpaceX plans to send Starship to Mars at the end of 2026, carrying Tesla's Optimus humanoid robot as the 'pioneer' before any human astronauts.
    Source: Phys.org — Musk says Starship to depart for Mars at end of 2026conf 95%
    Notes: HIT — Musk publicly commits to the exact narrative (Optimus arrives before humans) that Blundin builds his prediction on.
  2. 2025-06-01 → 2026-12-31overdueTesla Optimus production line in Fremont begins installation; >1,000 prototypes built
    How: Tesla discloses that first-generation Optimus production lines are installed at Fremont (1M units/yr capacity); >1,000 Optimus 2.5 prototypes built; first commercial agreement (PharmAGRI for pharmaceutical manufacturing) signed.
    Source: Wikipedia — Optimus (robot) [as cited in search summary]conf 85%
    Notes: Mass-production capability is the precondition for 'tens of thousands of Optimus robots' on Mars.
  3. 2026-09-01 → 2027-03-31pendingStarship uncrewed Mars-injection burn or Mars-landing attempt in 2026 launch window
    How: SpaceX successfully executes a Starship uncrewed launch with Mars trans-injection burn during the 2026 Mars launch window (Nov 2026-Jan 2027), with at least one Optimus aboard, with public telemetry confirmed.
    Source: Anticipated — SpaceX press conference, FAA mission filingsconf 30%
    Notes: Most uncertain milestone. 2026 Mars window alignment depends on Starship reaching reliable orbital reusability — historically multi-year slippage.
  4. 2027-06-01 → 2030-12-31pendingFirst Optimus successfully operates on Mars surface (or Lunar surface as Mars precursor)
    How: An Optimus humanoid robot publicly demonstrates autonomous operation (movement, manipulation, infrastructure assembly) on the Mars surface OR Lunar surface (under Artemis program), with photo/video evidence and >24 hours of duration.
    Source: Anticipated — SpaceX, Tesla, NASA Artemis press conferencesconf 35%
    Notes: Direct precondition to 'bed already made when first human arrives.' Mars-only restricts to <2030; Moon-precursor expands probability.
  5. 2029-01-01 → 2033-12-31pendingFirst human astronaut arrives at Mars or Moon base where Optimus has prepared infrastructure
    How: A crewed mission (SpaceX Mars Direct, NASA Artemis, ESA, or Chinese CNSA) arrives at a Mars or Lunar base where >100 Optimus or other humanoid robots have already conducted preparation work, documented via crew photo/video.
    Source: Anticipated — NASA Artemis, SpaceX Mars program, CNSA Chang'econf 20%
    Notes: Cascade — direct test of Blundin's 'bed already made, mint on pillow' image. Most slippage-prone milestone.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 35%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-17T02:00:01Z34.8%-1.5pp
Network propagation: 36.2% → 34.8%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z36.2%-2.7pp
Network propagation: 38.9% → 36.2%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z38.9%-4.9pp
Network propagation: 43.8% → 38.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z43.8%-0.4pp
metadata_milestone_miss_sweep bayesian_v2 n=2 inside=0.303 blend=0.438 LLR=-0.599 κ=0.82 w_in=0.30 mars_uncrewed_landing_window
Raw metadata
{
  "trf": 1,
  "kappa": 0.8214,
  "base_rate": 0.5,
  "predictor": "Dave Blundin",
  "total_llr": -0.8109302162163288,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.23291288419757458,
  "bayes_factor": "1.8:1 against",
  "blend_reason": "blend 30% inside / 70% outside (TRF=1.000, base_rate=0.500 from mars_uncrewed_landing_window)",
  "inside_prior": 0.4420335911281058,
  "kappa_source": "predictor_table",
  "n_milestones": 2,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.78033,
      "label": "Elon Musk announces Starship + Optimus to Mars by end of 2026 (Apr 2025)",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.95,
      "source_url": "https://phys.org/news/2025-03-musk-starship-depart-mars.html",
      "adjusted_llr": -0.3163965878100439,
      "expected_date": "2025-04-10",
      "measurement_criterion": "Elon Musk publicly announces SpaceX plans to send Starship to Mars at the end of 2026, carrying Tesla's Optimus humanoid robot as the 'pioneer' before any human astronauts."
    },
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.69819,
      "label": "Tesla Optimus production line in Fremont begins installation; >1,000 prototypes built",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.85,
      "source_url": "https://en.wikipedia.org/wiki/Optimus_(robot)",
      "adjusted_llr": -0.2830916838300393,
      "expected_date": "2026-03-17",
      "measurement_criterion": "Tesla discloses that first-generation Optimus production lines are installed at Fremont (1M units/yr capacity); >1,000 Optimus 2.5 prototypes built; first commercial agreement (PharmAGRI for pharmaceutical manufacturing) signed."
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3,
  "outside_weight": 0.7,
  "posterior_prob": 0.43789233250647275,
  "posterior_logit": -0.8324011558376578,
  "predictor_brier": 0.0491,
  "inside_posterior": 0.3031375979069205,
  "blended_posterior": 0.43789233250647275,
  "reference_class_id": "mars_uncrewed_landing_window",
  "total_adjusted_llr": -0.5994882716400832,
  "predictor_n_resolved": 9
}
LBP2026-04-30T16:39:51Z44.2%-8.8pp
Network propagation: 53.0% → 44.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z53.0%+8.5pp
reference_class_assigned bayesian_v2 inside=0.600 blend=0.530 w_in=0.30 mars_uncrewed_landing_window
LBP2026-04-30T02:18:57Z44.5%-8.5pp
Network propagation: 53.0% → 44.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z53.0%-7.0pp
reference_class_assigned bayesian_v2 inside=0.600 blend=0.530 w_in=0.30 mars_uncrewed_landing_window

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.197
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.600+0.186
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.6000.050+0.171
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.600+0.170
prereq229_038
Robotics/humanoid GDP contribution could 100x a jurisdictionDave Blundin
22.7%0.6000.050-0.170

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq230_024
Under a certain age (40-50) life expectancy is infinity due Dave Blundin
39.6%0.6000.050-0.159
prereq242_023
World will have 10x more wealth around 2034-2036Dave Blundin
34.2%0.6000.050-0.105
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.102
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.093
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050-0.089

Ticker exposure

40 ticker(s) linked

Beneficiaries (24)

APLDASMIYPLABEQIXASMLWULFNVDAALABMUIRENCRWVNBISSFTBYAMZNMETAMSFTSTXLNVGYDELLORCLAMTGOOGLAAPLIRM

Adverse (6)

IBMACNCHGGGENLRNWNS

Prerequisites (93)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereq230_014The consulting industry will go through the roof as consultants leverage AI to automate/improve existing jobs.Labor/Jobs
prereqSEM_029Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training.Semis/Products
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_003Fierce zero-sum scramble will saturate every available long-term power contract and voltage transformer through rest of decade.Energy/Compute
prereqSEM_004Capital should rotate FROM software developers TO data-center compute, power infrastructure, semi supply chains, and repurposed Bitcoin mining facilities.Investing
prereqSEM_013Every nation needs to build advanced chip manufacturing capability — sovereign semiconductor production is existential.Policy/Semis
prereq232_003AI will make workers 3x more productive, effectively reducing headcount by two-thirds unless companies triple in size.Labor/Jobs
prereq231_050New economy built with AI agents will work around old economy rather than through it.Macro/Economy
prereqSEM_001Compute clusters will scale from $10B → $100B → $1T by end of decade; 'another zero every six months' on boardroom projections.AI/Compute
prereq238_064AI will replace many entrenched jobs; non-shareholders (e.g., drivers) will face deep troubleLabor/Jobs
prereq240_060Everyone will be able to use video models to turn favorite books into moviesMedia/Ads
prereq230_013There will be UBI at the end of this cycle, plus abundance and massively more opportunity than job loss.Macro/Economy
prereq231_034Power constraint won't be a big problem until chip fabs come online and it suddenly becomes massive.Energy
prereq231_039Elon will build out his own chip fabs due to his attack-constraints approach.AI
prereq235_047AI regulatory roles will be filled by Anthropic/OpenAI people bouncing back and forth (like SEC/Goldman Sachs).Geopolitics
prereq247_039Quantum not a risk to Bitcoin; Saylor is 100% rightCrypto
prereq231_041Radical massive job destruction is imminent; new creation will lag, causing devastation for a few years.Labor/Jobs
prereq234_010Whole battlefield will be controlled by whoever has the better AI very soonDefense
prereq234_039Distant spectacular real estate will go up in value, not inner cityReal Estate
prereq248_030FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.Geopolitics
prereq235_013Disruption cycle time will shrink from every 10 years to every 10 weeks to every 10 days.Markets/Stocks
prereq235_017OpenAI will likely go public at north of $1 trillion valuation.Markets/Stocks
prereq230_019The old (non-AGI insurance) will go away faster than people think, but the new is much bigger than the old.Markets/Stocks
prereq247_051Solar panels will be delivered by drones and installed by robotsEnergy
prereq235_044AI sector will grow from $20T to $30-40T of $50T total US public market cap.Markets/Stocks
prereq236_041Gig work like Uber will be eliminated by AILabor/Jobs
prereq238_065Children/next generation uncommitted to careers will do incredibly well in AI transitionLabor/Jobs
prereq247_025Super PACs will determine election outcomes at order of magnitude bigger than beforeGeopolitics
prereq238_029White-collar jobs (management, business, legal, art/media, admin) will be 80-85% automatable by AI imminentlyLabor/Jobs
prereq247_020Jobs will go up, not down by 2030 post-AI adjustmentLabor/Jobs
prereq238_062Industrial-revolution-scale disruption will unfold over 2-4 years (not 20-40)Labor/Jobs
prereq230_037Handmade/human art will be astronomically more valuable in the future.Consumer
prereq230_047Only 2 future work roles will exist: entrepreneur and employee — and one of those won't exist.Labor/Jobs
prereq242_032AI will do the job for 2% of the cost of a human in the near termLabor/Jobs
prereq230_049Big AI companies will own as much as they want up to the edge of antitrust triggers.Markets/Stocks
prereq231_006Cost curves will start collapsing industries before the technology itself does.Macro/Economy
prereq231_020Smart glasses with face recognition will become part of normative culture (peer pressure forces opt-in).Consumer
prereq240_022All five major AI labs will be worth trillions of dollarsMarkets/Stocks
prereq231_022Young people getting smart glasses in their teens will have their entire life recorded; no crime will go unvisualized.Consumer
prereq240_049Last jobs to be automated will be government jobs, university jobsLabor/Jobs
prereq241_015Google and Nvidia will both do incredibly well due to TPU/GPU positioningMarkets/Stocks
prereq242_004Musk ecosystem will lap Nvidia by 1-2 orders of magnitudeMarkets/Stocks
prereq242_008Dyson sphere will come before any fusion reactor is licensedEnergy
prereq242_024Island real estate will become 10x-100x more accessible, driving values upReal Estate
prereq231_028Rate of society will go up 10x, 100x, 1000x, then 1 millionx - courts won't keep pace.Macro/Economy
prereq231_052Gap between AI-paced world and legacy world will grow really wide - maybe forever.Macro/Economy
prereq232_004Big banks and insurance companies will not triple in size in the AI productivity timeframe.Labor/Jobs
prereq230_010Mega-cap AI companies will reach trillion to 10-trillion+ valuations but have to stop somewhere due to antitrust.Markets/Stocks
prereq248_035Components of the AI data center buildout (power, memory, etc.) will see 3x-10x stock gains if identified early.Markets/Stocks
prereq232_052Lowered interest rates will drive AI agent and robot purchases instead of hiring.Macro/Economy
prereq230_012Corporate CEOs will use AI to cut costs by 30-50%, yielding 3-10x productivity gains per worker.Labor/Jobs
prereq230_050One of the hidden Nvidia-style AI beneficiaries will exist within current non-AI mega-caps, rising a million percent.Markets/Stocks
prereq231_023US crime rates should continue to decline due to location services and surveillance.Macro/Economy
prereq232_007TikTok wins as AI enables personalized, movie-quality content in many languages, taking over from movie industry.Media/Ads
prereq234_008Workflows will move from human-centric to agentic with humans doing oversight rather than being in the loopLabor/Jobs
prereq235_001Anthropic will be first company to hit $1 trillion in revenue by 2029-2030.AI
prereq235_025Nvidia's margins unsustainable; cracks in armor but all chips made will sell.Markets/Stocks
prereq235_034Next-generation mobile phones will regain growth through AI neural chips.Consumer
prereq237_017The entire SaaS market is going to zero because features can be rebuilt in five minutes with agents.Markets/Stocks
prereq238_019Jevons Paradox will keep demand for human drivers in non-autonomous areas even as cars are automatedLabor/Jobs
prereq238_067US power problem is transmission/storage, not production — distributed regional data centers will fix job dislocationEnergy
prereq240_002Amazon or Anthropic will hit a trillion in revenue within a calendar year faster than NVIDIAMarkets/Stocks
prereq240_007Regulators will dust off antitrust legislation against NVIDIAGeopolitics
prereq240_009Government will intervene if NVIDIA does 10-year forward contract locking up TSMCGeopolitics
prereq240_011NVIDIA can grow another 2x into the 2nm node before being flooredMarkets/Stocks
prereq240_026Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T companyMarkets/Stocks
prereq240_055Anthropic heading to IPO, pursuing $50B from AmazonMarkets/Stocks
prereq242_02560% of LA parking will be released, becoming gardens and parksReal Estate
prereq242_036Mid-cap/small-cap firms with high-labor ops will triple FCF while multiple compressesMarkets/Stocks
prereq247_052AI enters government in 2-4 years will allow thoughtful UBI programs laterMacro/Economy
prereq238_070Small language models will be where most algorithmic breakthroughs come from (crowdsourced)AI
prereq232_035Apple is sitting on a multi-trillion dollar opportunity to leapfrog back into AI vanguard via hosting open models.Markets/Stocks
prereq247_024Voters may refuse to help white-collar professionals displaced by AILabor/Jobs
prereq237_021Alex Finn will eventually give his AI agents crypto wallets once they can generate business autonomously.Crypto
prereq237_008App stores will go away; users won't download apps but instead generate software on demand from local models.Consumer
prereq232_012US-China AI situation about to get more complicated regarding open source models and secrets.Geopolitics
prereq235_041Anthropic implied valuation using PE ratio could be one quadrillion dollars.Markets/Stocks
prereq234_051Claude-facilitated dating will replace traditional matchmakingConsumer
prereq238_036Manus (bought by Meta for $2B) will become Meta's agent layer inside WhatsApp, operating on behalf of advertisersMedia/Ads
prereq247_053AI's largest risk to Bitcoin is irrelevance via AI agents not using itCrypto
prereq230_045GDP will be replaced by an 'Abundance Capability Index' measuring capacity to solve problems.Macro/Economy
prereq230_007Lobsters (agentic AIs) will ultimately gain first-class physical embodiment as robots.Robotics
prereq229_038Robotics/humanoid GDP contribution could 100x a jurisdiction's GDP where robots are deployed (latent capital unlock).Macro/Economy
prereq242_056AI models will become manager of entire economy, not just picking off mom/pop businessesMacro/Economy
prereq247_040AI agents will invent their own currencies, won't stick with BitcoinCrypto
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereq242_023World will have 10x more wealth around 2034-2036Macro/Economy
prereq230_024Under a certain age (40-50) life expectancy is infinity due to longevity escape velocity.Biotech/Longevity

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.685manifoldWill a humanoid robot walk on the mars before a human does?36%mentionspending2026-05-18

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "tens of thousands of Optimus robots",
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "the idea that you would be able to do any of this without human astronauts was a non-starter until this year and now it's clearly going to be Optimus robots because, you know, the way we joked about it with Elon was look the the bed be when the first person arrives, the bed will have been made. There'll be a mint on the pillow.",
  "to_year": 2035,
  "verbatim": "the idea that you would be able to do any of this without human astronauts was a non-starter until this year and now it's clearly going to be Optimus robots because, you know, the way we joked about it with Elon was look the the bed be when the first person arrives, the bed will have been made. There'll be a mint on the pillow. It's not you're not a pioneer. You're you're following, you know, after tens of thousands of Optimus robots have already done all the all the heavy lifting.",
  "conv_cues": "clearly going to be",
  "direction": "HAPPEN",
  "from_year": 2028,
  "timeframe": "unspecified future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Elon Musk announces Starship + Optimus to Mars by end of 2026 (Apr 2025)",
      "notes": "HIT — Musk publicly commits to the exact narrative (Optimus arrives before humans) that Blundin builds his prediction on.",
      "source": "Phys.org — Musk says Starship to depart for Mars at end of 2026",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://phys.org/news/2025-03-musk-starship-depart-mars.html",
      "expected_date": "2025-04-10",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "measurement_criterion": "Elon Musk publicly announces SpaceX plans to send Starship to Mars at the end of 2026, carrying Tesla's Optimus humanoid robot as the 'pioneer' before any human astronauts."
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla Optimus production line in Fremont begins installation; >1,000 prototypes built",
      "notes": "Mass-production capability is the precondition for 'tens of thousands of Optimus robots' on Mars.",
      "source": "Wikipedia — Optimus (robot) [as cited in search summary]",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://en.wikipedia.org/wiki/Optimus_(robot)",
      "expected_date": "2026-03-17",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2025-06-01"
      },
      "measurement_criterion": "Tesla discloses that first-generation Optimus production lines are installed at Fremont (1M units/yr capacity); >1,000 Optimus 2.5 prototypes built; first commercial agreement (PharmAGRI for pharmaceutical manufacturing) signed."
    },
    {
      "kind": "prereq",
      "label": "The consulting industry will go through the roof as consultants leverage AI to automate/improve existing jobs.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "230_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Starship uncrewed Mars-injection burn or Mars-landing attempt in 2026 launch window",
      "notes": "Most uncertain milestone. 2026 Mars window alignment depends on Starship reaching reliable orbital reusability — historically multi-year slippage.",
      "source": "Anticipated — SpaceX press conference, FAA mission filings",
      "status": "pending",
      "weight": 0.
... (truncated)