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238_058predictionMacro/Economyabundance

Abundance X-Prize to deliver housing, food, energy, connectivity for $250/month in 6-7 years

Predictor: Salim Ismail · ep#238 "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238" · source

Prior probability
50.0%
Current probability
23.9%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2032-01-01 – 2033-12-31
Edges in / out
9 / 0
Tickers exposed
28

Prediction text

Abundance X-Prize to deliver housing, food, energy, connectivity for $250/month in 6-7 years | What we found with X-P prize is when you position a prize and you launch it, it typically gets one within six to seven years. Okay? And it's a 10x drop from where we are today about 2500 a month to where you're talking about 250 bucks a month to pay for everything.

Verbatim quote

From episode "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238"
What we found with X-P prize is when you position a prize and you launch it, it typically gets one within six to seven years. Okay? And it's a 10x drop from where we are today about 2500 a month to where you're talking about 250 bucks a month to pay for everything.

Predictor: Salim Ismail

κ + Brier as of 2026-07-04
κ (discount)
0.643
Brier
0.0144
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Salim Ismail 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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

5 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-05-032026-06-29
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 23.9%

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: 3 fired ✓ · 1 overdue ⏱ · 8 pending
  1. 2026-02-01hitSalim Ismail publicly endorses 10x cost-of-living drop ($2500/mo to $250/mo) via deflationary singularity
    How: Ismail publicly frames $250/mo abundance vision in podcast/keynote with explicit AI-and-robotics rationale
    Source: deep_research_enrichedconf 85%
  2. 2026-03-09hitAbundance Summit 2026 (March) features cost-of-living deflation as keynote programming track
    How: Major Abundance/exponential thought-leader event hosts session on $250/mo or near-zero cost-of-living timeline
    Source: deep_research_enrichedconf 78%
  3. 2026-07-29pendingAbundance will be achieved by 2035.
  4. 2026-08-30pendingWe are currently in AI hard takeoff
  5. 2026-06-01 → 2027-12-31pendingX-Prize launches new Abundance prize specifically targeting integrated $250/mo housing-food-energy stack
    How: XPRIZE Foundation announces and funds prize ≥$50M for integrated housing+food+energy+connectivity at <$250/mo per household
    Source: deep_research_enrichedconf 40%
  6. 2028-06-01 → 2030-12-31pendingFirst demonstration site delivers integrated housing+food+energy bundle at <$500/mo (halfway milestone)
    How: Operational pilot serving ≥1,000 households at <$500/mo total for shelter + nutrition + energy + connectivity
    Source: deep_research_enrichedconf 30%
  7. 2030-06-01 → 2033-04-24pendingFree electricity from renewables/nuclear in data-center-host communities triggers cost-of-living floor
    How: Hyperscaler-funded community-electricity program reaches ≥100K households at $0/mo, validating energy-input near-zero
    Source: deep_research_enrichedconf 30%
  8. 2032-01-01 → 2033-12-31pendingX-Prize-style competition winner achieves $250/mo target (typical 6-7yr launch-to-win cadence)
    How: Verified $250/mo per-household integrated bundle covering 4 essentials at scale ≥10K households
    Source: deep_research_enrichedconf 20%

No downstream cascades — this prediction is a leaf in the dependency graph.

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: 24%)

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
metadata_milestone_miss_sweep2026-06-29T22:09:43Z23.9%-9.0pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.239 blend=0.239 LLR=-0.446 κ=0.64 no_blend
Raw metadata
{
  "trf": 1,
  "kappa": 0.6429,
  "base_rate": null,
  "predictor": "Salim Ismail",
  "total_llr": -0.6931471805599453,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.710040020844633,
  "bayes_factor": "1.6:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.3295899971077475,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.6931471805599453,
      "kind": "prereq",
      "kappa": 0.6429,
      "label": "Elon Musk predicts launch per hour cadence to populate satellite constellations",
      "weight": 0.5,
      "strength": "moderate",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.44562432238198885,
      "expected_date": "2026-06-21",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3,
  "outside_weight": 0.7,
  "posterior_prob": 0.23945598899547932,
  "posterior_logit": -1.1556643432266218,
  "predictor_brier": 0.01445,
  "inside_posterior": 0.23945598899547932,
  "blended_posterior": 0.23945598899547932,
  "reference_class_id": null,
  "total_adjusted_llr": -0.44562432238198885,
  "predictor_n_resolved": 2
}
LBP2026-05-10T02:00:02Z33.0%-1.3pp
Network propagation: 34.3% → 33.0%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z34.3%-2.5pp
Network propagation: 36.8% → 34.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z36.8%-4.1pp
Network propagation: 40.9% → 36.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z40.9%-9.1pp
Network propagation: 50.0% → 40.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

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
killerTK07
Labor Political Backlash (UBI Mandate / AI Tax)
18.0%0.0500.500+0.180
killerTK04
Macro Recession 2026-27 (Structural Deleveraging)
25.0%0.0500.500+0.148
prereq235_024
In 2-3 years, AI will drive energy overabundance enabling frAlex Wissner-Gross
7.1%0.5000.050-0.124
prereq238_010
AI takeoff/inflection is happening nowEmad Mostaque
66.0%0.5000.050+0.106
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.500+0.103

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

28 ticker(s) linked

Beneficiaries (23)

SDGRRXRXMARACOURCRCLRIOTRLAYDOCNADUSSRFMUDMYZMCOINGDDYGOOGLHOODNFLXRDDTSHOPSPOTUBERXYZABT

Adverse (4)

MANIBMACNCHGG

Prerequisites (9)

Predictions that must hit first
TypePredTitleDomainLag
prereq238_010AI takeoff/inflection is happening nowAI
prereq230_034Abundance will be achieved by 2035.Macro/Economy
prereq239_003We are currently in AI hard takeoffAI
prereq241_025Elon Musk predicts launch per hour cadence to populate satellite constellationsSpace
prereq241_057Elon Musk believes robot building robot is imminentRobotics
prereq235_024In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.Energy
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK07Labor Political Backlash (UBI Mandate / AI Tax)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.639manifoldpltr up in 1 month45%mentionspending2026-06-16
0.604manifold[Meta Market] Winner's Stage of Goals (+HC)mentionspending2026-06-10
0.596manifoldFree Lottery (Cosmic Explorer)40%mentionspending2026-05-11
0.588manifoldWhat will be the total prize pool in Manifold Prize Drawings #30-39?mentionspending2026-06-14
0.585manifoldWill I win any prize in the next prize drawing (Drawing #30)26%mentionspending2026-06-15
0.584manifoldFree Lottery (Planck satellite)4%mentionspending2026-06-12
0.584polymarketDota 2: BetBoom Team vs Xtreme Gaming - Game 1 Winner100%mentionspending2026-05-15
0.582polymarketDota 2: BetBoom Team vs Xtreme Gaming - Game 2 Winner100%mentionspending2026-05-15
0.582manifoldHow many people will participate in my Manifest Airbnb room auction?mentionspending2026-05-04
0.581manifoldFree Lottery (tidal disruption event)8%mentionspending2026-06-02

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$250/month (10x drop)",
  "url": "https://www.youtube.com/watch?v=d__HRChE2ZE",
  "mode": "FORECAST",
  "role": "Host",
  "caveats": "if imagined",
  "context": "What we found with X-P prize is when you position a prize and you launch it, it typically gets one within six to seven years. Okay? And it's a 10x drop from where we are today about 2500 a month to where you're talking about 250 bucks a month to pay for everything. uh if we imagine that that gets done in the next six to seven years, it changes the equation globally.",
  "to_year": 2033,
  "verbatim": "What we found with X-P prize is when you position a prize and you launch it, it typically gets one within six to seven years. Okay? And it's a 10x drop from where we are today about 2500 a month to where you're talking about 250 bucks a month to pay for everything.",
  "conv_cues": "typically gets one",
  "direction": "NUMERIC_TARGET",
  "from_year": 2032,
  "timeframe": "6-7 years (2032-2033)",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Salim Ismail publicly endorses 10x cost-of-living drop ($2500/mo to $250/mo) via deflationary singularity",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -12,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://lifeboat.com/blog/2026/02/the-deflationary-singularity-why-everything-is-going-to-zero-w-salim-ismail",
      "expected_date": "2026-02-01",
      "observed_date": "2026-02-01",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "Ismail publicly frames $250/mo abundance vision in podcast/keynote with explicit AI-and-robotics rationale"
    },
    {
      "kind": "llm_pre_event",
      "label": "Abundance Summit 2026 (March) features cost-of-living deflation as keynote programming track",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -11,
      "source_id": null,
      "confidence": 0.78,
      "source_url": "https://www.windermeresun.com/2026/03/09/abundance-summit-2026/",
      "expected_date": "2026-03-09",
      "observed_date": "2026-03-09",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "Major Abundance/exponential thought-leader event hosts session on $250/mo or near-zero cost-of-living timeline"
    },
    {
      "kind": "prereq",
      "label": "AI takeoff/inflection is happening now",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "238_010",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "kind": "prereq",
      "label": "Elon Musk predicts launch per hour cadence to populate satellite constellations",
      "status": "overdue",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "241_025",
      "expected_date": "2026-06-21",
      "observed_date": null,
      "miss_emitted_at": "2026-06-29T22:09:43.369959+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "prereq",
      "label": "Abundance will be achieved by 2035.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "230_034",
      "expected_date": "2026-07-29",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "We are currently in AI hard takeoff",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "239_003",
      "expected_date": "2026-08-30",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "X-Prize launches new Abundance prize specifically targeting integrated $250/mo housing-food-energy stack",
      "source": "deep_research_enriched",
      "status": "
... (truncated)