← Cockpit
246_035predictionAIAI-timing

Terafab pilot phase is $25B, yielding ~$4B/year revenue for Intel.

Predictor: Peter Diamandis · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source

Prior probability
60.0%
Current probability
51.3%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
8 / 5
Tickers exposed
33

Prediction text

Terafab pilot phase is $25B, yielding ~$4B/year revenue for Intel. | the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.

Verbatim quote

From episode "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246"
the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.

Predictor: Peter Diamandis

κ + Brier as of 2026-05-22
κ (discount)
0.875
Brier
0.0367
excellent
Hits / Misses
10 / 0
of 15 resolved
Hit rate
66.7%
Calibration plot (stated vs observed)

Evidence about this node from Peter Diamandis 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: fab_construction_3y

Linked via embedding similarity 0.561

Greenfield semiconductor fab construction within 3 years of announce

Base rate
58.0%
7/12 historical
Inside weight
0.371
TRF=0.90
Outside weight
0.629
pulling toward base rate
inside 40.0% → blend 51.3% 11.3pp)

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%2026-04-302026-05-032026-06-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 51.3%

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: 5 fired ✓ · 2 overdue ⏱ · 1 pending
  1. 2026-05-15overdueIntel 18A yield disclosure at or above 65% commercial threshold
    How: Intel earnings call, foundry day, or SEC 10-Q discloses 18A defect density / yield at >=65%
    Source: Intel Q1 2026 earnings prep; Terafab 18A node validationconf 70%
  2. 2026-05-01 → 2026-06-21overdueTerafab Phase 1 groundbreaking or site selection finalized in Austin TX
    How: Press release or local permit filing confirms Terafab Phase 1 site preparation begun on Austin parcel
    Source: 247wallst Apr 7 2026 Terafab announcement; thenextwebconf 55%
  3. 2026-05-01 → 2026-07-31pendingIntel external foundry revenue run-rate visibility above $1B annualized
    How: Intel Foundry Services segment Q2 2026 disclosed external revenue annualizes above $1B (vs $307M FY2025)
    Source: Intel Q1 2026 earnings; tikr.com reportingconf 45%
  4. 2026-09-01 → 2026-12-31pendingTesla AI6 chip first tape-out at Intel 18A
    How: Tesla or Intel discloses tape-out completion of AI6 silicon on Intel 18A node
    Source: 247wallst late-2026 Tape-Out timelineconf 50%
  5. 2027-04-01 → 2027-12-31pendingIntel external foundry revenue exceeds $4B annualized (Diamandis target validated)
    How: Intel Foundry segment trailing-4-quarter external revenue >=$4B in any 2027 reported quarter
    Source: futurist:Peter Diamandis target verbatimconf 30%

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: 51%)

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_sweep2026-06-03T22:11:45Z51.3%-2.7pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.400 blend=0.513 LLR=-0.195 κ=0.88 w_in=0.37 fab_construction_3y
Raw metadata
{
  "trf": 0.8991436897318007,
  "kappa": 0.875,
  "base_rate": 0.58,
  "predictor": "Peter Diamandis",
  "total_llr": -0.4054651081081644,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.21126138196111038,
  "bayes_factor": "1.2:1 against",
  "blend_reason": "blend 37% inside / 62% outside (TRF=0.899, base_rate=0.580 from fab_construction_3y)",
  "inside_prior": 0.4473802168433835,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.48125000000000007,
      "label": "Terafab Phase 1 groundbreaking or site selection finalized in Austin TX",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.55,
      "source_url": "https://thenextweb.com/news/intel-terafab-foundry-deal-musk-chip-manufacturing-2026/",
      "adjusted_llr": -0.19513008327705414,
      "expected_date": "2026-05-26",
      "measurement_criterion": "Press release or local permit filing confirms Terafab Phase 1 site preparation begun on Austin parcel"
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3705994171877395,
  "outside_weight": 0.6294005828122605,
  "posterior_prob": 0.5131333086316656,
  "posterior_logit": -0.4063914652381645,
  "predictor_brier": 0.03667,
  "inside_posterior": 0.39977769489808895,
  "blended_posterior": 0.5131333086316656,
  "reference_class_id": "fab_construction_3y",
  "total_adjusted_llr": -0.19513008327705414,
  "predictor_n_resolved": 15
}
metadata_milestone_miss_sweep2026-05-30T22:15:00Z54.1%+3.1pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.447 blend=0.541 LLR=-0.248 κ=0.88 w_in=0.30 fab_construction_3y
Raw metadata
{
  "trf": 1,
  "kappa": 0.875,
  "base_rate": 0.58,
  "predictor": "Peter Diamandis",
  "total_llr": -0.4054651081081644,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 0.037085996755140224,
  "bayes_factor": "1.3:1 against",
  "blend_reason": "blend 30% inside / 70% outside (TRF=1.000, base_rate=0.580 from fab_construction_3y)",
  "inside_prior": 0.5092704366888721,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.6124999999999999,
      "label": "Intel 18A yield disclosure at or above 65% commercial threshold",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.7,
      "source_url": "https://www.intc.com/news-events/press-releases/detail/1767/intel-reports-first-quarter-2026-financial-results",
      "adjusted_llr": -0.24834737871625065,
      "expected_date": "2026-05-15",
      "measurement_criterion": "Intel earnings call, foundry day, or SEC 10-Q discloses 18A defect density / yield at >=65%"
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3,
  "outside_weight": 0.7,
  "posterior_prob": 0.5405514757798426,
  "posterior_logit": -0.21126138196111044,
  "predictor_brier": 0.03667,
  "inside_posterior": 0.4473802168433835,
  "blended_posterior": 0.5405514757798426,
  "reference_class_id": "fab_construction_3y",
  "total_adjusted_llr": -0.24834737871625065,
  "predictor_n_resolved": 15
}
LBP2026-05-10T02:00:02Z50.9%-1.5pp
Network propagation: 52.5% → 50.9%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z52.5%-2.5pp
Network propagation: 54.9% → 52.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z54.9%-3.7pp
Network propagation: 58.6% → 54.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z58.6%+3.1pp
reference_class_assigned bayesian_v2 inside=0.600 blend=0.586 w_in=0.30 fab_construction_3y
LBP2026-04-30T02:18:57Z55.5%-3.1pp
Network propagation: 58.6% → 55.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z58.6%-1.4pp
reference_class_assigned bayesian_v2 inside=0.600 blend=0.586 w_in=0.30 fab_construction_3y

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
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.6000.050-0.098
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.6000.050-0.063
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.6000.050-0.055
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.6000.050-0.045
prereq238_009
Recursive self-improvement is already happening now (no longAlex Wissner-Gross
78.1%0.6000.050-0.038

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq232_055
We're exiting the industrial age permanently as recursive sePeter Diamandis
35.5%0.7000.050+0.021
prereq231_013
Math is cooked (will be solved), physics cooked, biology chaAlex Wissner-Gross
35.4%0.6200.050-0.018
prereqCMQ_002
By 2028, AI systems will reach 'independent researcher' leveSam Altman
31.4%0.5500.050-0.013
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050+0.009
prereq241_043
ASI will arrive within 2 years to 5 years to this next decadPeter Diamandis
35.9%0.6500.050-0.008

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
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_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereq232_055We're exiting the industrial age permanently as recursive self-improvement unfolds.AI
prereq241_043ASI will arrive within 2 years to 5 years to this next decadeAI
prereq231_013Math is cooked (will be solved), physics cooked, biology char broiled.AI
prereqCMQ_002By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention.AI

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.590gdeltjetblue jblu q1 2026 earnings 155409355.htmlmentionspending2026-04-30
0.590edgar_8kTERADYNE, INC (TER) (CIK 0000097210)mentionspending2026-05-11
0.583edgar_8kTERAWULF INC. (WULF) (CIK 0001083301)mentionspending2026-05-08
0.578edgar_8kAstera Labs, Inc. (ALAB) (CIK 0001736297)mentionspending2026-05-05

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$4B/year Intel revenue",
  "url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
  "mode": "FORECAST",
  "role": "Host",
  "context": "the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.",
  "to_year": 2027,
  "verbatim": "the first pilot phase for Terafab is $25 billion. That could mean revenue for Intel of $4 billion a year.",
  "conv_cues": "could mean",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "Near-term",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Recursive self-improvement is already happening now (no longer three years out)",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "238_009",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Intel 18A yield disclosure at or above 65% commercial threshold",
      "source": "Intel Q1 2026 earnings prep; Terafab 18A node validation",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.intc.com/news-events/press-releases/detail/1767/intel-reports-first-quarter-2026-financial-results",
      "expected_date": "2026-05-15",
      "miss_emitted_at": "2026-05-30T22:15:00.756418+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "training",
      "measurement_criterion": "Intel earnings call, foundry day, or SEC 10-Q discloses 18A defect density / yield at >=65%"
    },
    {
      "kind": "llm_pre_event",
      "label": "Terafab Phase 1 groundbreaking or site selection finalized in Austin TX",
      "source": "247wallst Apr 7 2026 Terafab announcement; thenextweb",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://thenextweb.com/news/intel-terafab-foundry-deal-musk-chip-manufacturing-2026/",
      "expected_date": "2026-05-26",
      "miss_emitted_at": "2026-06-03T22:11:45.571008+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-06-21",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Press release or local permit filing confirms Terafab Phase 1 site preparation begun on Austin parcel"
    },
    {
      "kind": "llm_pre_event",
      "label": "Intel external foundry revenue run-rate visibility above $1B annualized",
      "source": "Intel Q1 2026 earnings; tikr.com reporting",
      "status": "pending",
      "weight": 0.4,
      "
... (truncated)