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247_009predictionAIAI-scaling

Anthropic's implied valuation could reach $2 trillion in 2026

Predictor: Dave Blundin · ep#247 "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247" · source

Prior probability
55.0%
Current probability
40.9%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-01-01 – 2027-10-31
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

Anthropic's implied valuation could reach $2 trillion in 2026 | they could, you know, they could get to three, four, 500 billion and their implied valuation at two. The numbers you gave are actually low, Peter, for the implied valuation.

Watch events: Anthropic ARR updates quarterly; potential Oct 2026 IPO

Verbatim quote

From episode "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247"
they could, you know, they could get to three, four, 500 billion and their implied valuation at two. The numbers you gave are actually low, Peter, for the implied valuation.

Predictor: Dave Blundin

κ + Brier as of 2026-07-04
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: ipo_trillion_plus

Linked via embedding similarity 0.613

Trillion-dollar private company IPO at announced valuation within 12 months of S-1

Base rate
50.0%
2/4 historical
Inside weight
0.493
TRF=0.72
Outside weight
0.507
pulling toward base rate
inside 32.1% → blend 40.9% 8.8pp)

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

7 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-04-302026-07-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 40.9%

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: 6 fired ✓ · 1 overdue ⏱ · 2 pending
  1. 2026-02-12hitAnthropic Series G closes at $380B post-money valuation (Feb 2026)
    How: Anthropic press release / CNBC / Bloomberg confirm $30B Series G at $380B valuation
    Source: deep_research_enrichedconf 98%
  2. 2026-04-29partialAnthropic preemptive offers at $850-900B valuation reported (April 2026 — partial of $2T thesis)
    How: Bloomberg / TechCrunch confirm preemptive offers received at $850-900B; well above $380B but below $2T thesis target
    Source: deep_research_enrichedconf 95%
  3. 2026-05-01 → 2026-09-30pendingAnthropic Series H or follow-on round closes at ≥ $900B post-money
    How: Anthropic press release / SEC Form D confirming primary or secondary round closes at ≥ $900B post-money
    Source: deep_research_enrichedconf 70%
  4. 2026-09-01 → 2027-06-30pendingAnthropic implied valuation reaches ≥ $1.5T (within striking distance of $2T thesis)
    How: Primary round, tender, or secondary mark at ≥ $1.5T implied valuation
    Source: deep_research_enrichedconf 30%
  5. 2026-10-01 → 2027-10-31pendingAnthropic implied valuation reaches ≥ $2T (thesis hit)
    How: Public funding round, tender, or secondary mark confirms ≥ $2T implied valuation — prediction satisfied
    Source: deep_research_enrichedconf 15%

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: 41%)

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_sweep2026-07-03T22:12:25Z40.9%-4.7pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.321 blend=0.409 LLR=-0.569 κ=0.82 w_in=0.49 ipo_trillion_plus
Raw metadata
{
  "trf": 0.724662734800122,
  "kappa": 0.8214,
  "base_rate": 0.5,
  "predictor": "Dave Blundin",
  "total_llr": -0.6931471805599453,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.17875809667066334,
  "bayes_factor": "1.8:1 against",
  "blend_reason": "blend 49% inside / 50% outside (TRF=0.725, base_rate=0.500 from ipo_trillion_plus)",
  "inside_prior": 0.45542909924905756,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.6931471805599453,
      "kind": "prereq",
      "kappa": 0.8214,
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "weight": 0.5,
      "strength": "moderate",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.5693510941119391,
      "expected_date": "2026-06-25",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.49273608563991456,
  "outside_weight": 0.5072639143600854,
  "posterior_prob": 0.4088744249583843,
  "posterior_logit": -0.7481091907826024,
  "predictor_brier": 0.0491,
  "inside_posterior": 0.3212334381935954,
  "blended_posterior": 0.4088744249583843,
  "reference_class_id": "ipo_trillion_plus",
  "total_adjusted_llr": -0.5693510941119391,
  "predictor_n_resolved": 9
}
LBP2026-05-10T02:00:02Z45.5%-1.2pp
Network propagation: 46.8% → 45.5%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z46.8%-2.2pp
Network propagation: 49.0% → 46.8%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z49.0%-3.1pp
Network propagation: 52.1% → 49.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z52.1%+2.4pp
reference_class_assigned bayesian_v2 inside=0.550 blend=0.521 w_in=0.41 ipo_trillion_plus
LBP2026-04-30T02:18:57Z49.6%-2.4pp
Network propagation: 52.1% → 49.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z52.1%-2.9pp
reference_class_assigned bayesian_v2 inside=0.550 blend=0.521 w_in=0.41 ipo_trillion_plus

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%0.0500.550+0.091
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.550+0.081
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.5500.050+0.067
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.550+0.066
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.5500.050+0.066

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
18.0%0.7000.050+0.146
prereq248_033
Superhuman AI will make BCI-enhanced humans irrelevant compaDave Blundin
36.7%0.6000.050-0.084
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
23.5%0.6500.050+0.070
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.9200.050-0.065
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.042

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (10)

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
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_015Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.Policy/Semis
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
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
prereq244_019Peter's son won't need a driver's license in 2 yearsAuto/Transport
prereq232_055We're exiting the industrial age permanently as recursive self-improvement unfolds.AI
prereq242_031Most large companies' business models will be disrupted in 2-5 yearsMarkets/Stocks
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq248_033Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.AI

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.792manifoldAnthropic above 20T valuation on June 14 20277%mentionspending2026-06-14
0.788manifoldAnthropic above 10T valuation on June 14 202713%mentionspending2026-06-14
0.784manifoldWill Anthropic become profitable this year?16%mentionspending2026-05-06
0.783manifoldAnthropic above 40T valuation on June 14 20274%mentionspending2026-06-14
0.780polymarketWill Anthropic's valuation hit (HIGH) $2.0T by December 31?41%mentionspending2026-05-19
0.775polymarketWill Anthropic's valuation hit (HIGH) $1.75T by December 31?59%mentionspending2026-05-19
0.775polymarketWill Anthropic's valuation hit (HIGH) $3.0T by December 31?10%mentionspending2026-05-19
0.772manifoldWhat will Anthropic’s publicly traded market value be on 12/31/27mentionspending2026-06-07
0.768manifoldWill Anthropic be acquired before the end of 2030?20%mentionspending2026-05-10
0.757manifoldWill we learn that Anthropic lied to investors about operating profitable in Q2 2026 before 2028?14%mentionspending2026-05-25

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$2 trillion implied valuation",
  "url": "https://www.youtube.com/watch?v=5ak26W2YNRY",
  "mode": "FORECAST",
  "role": "Host",
  "context": "they could get to three, four, 500 billion and their implied valuation at two",
  "to_year": 2027,
  "verbatim": "they could, you know, they could get to three, four, 500 billion and their implied valuation at two. The numbers you gave are actually low, Peter, for the implied valuation.",
  "conv_cues": "could",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026-2027",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Anthropic Series G closes at $380B post-money valuation (Feb 2026)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.98,
      "source_url": "https://www.anthropic.com/news/anthropic-raises-30-billion-series-g-funding-380-billion-post-money-valuation",
      "expected_date": "2026-02-12",
      "observed_date": "2026-02-12",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "Anthropic press release / CNBC / Bloomberg confirm $30B Series G at $380B valuation"
    },
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+00:00"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+00:00"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+00:00"
    },
    {
      "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": -5,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+00:00"
    },
    {
      "kind": "llm_pre_event",
      "label": "Anthropic preemptive offers at $850-900B valuation reported (April 2026 — partial of $2T thesis)",
      "source": "deep_research_enriched",
      "status": "partial",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.bloomberg.com/news/articles/2026-04-29/anthropic-considering-funding-offers-at-over-900-billion-value",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "research_origin": "deep_research",
      "measurement_criterion": "Bloomberg / TechCrunch confirm preemptive offers received at $850-900B; well above $380B but below $2T thesis target"
    },
    {
      "kind": "prereq",
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "status": "overdue",
      "weight": 0.5,
      "ordinal": -3,
      "source_id": "SEM_015",
      "e
... (truncated)