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246_032predictionAIAI-scaling

Claude or successors will be granted limited form of AI personhood.

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

Prior probability
45.0%
Current probability
34.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2029-03-31
Edges in / out
6 / 0
Tickers exposed
37

Prediction text

Claude or successors will be granted limited form of AI personhood. | I do think we're on a path to granting at least some sort of limited form of AI personhood to these models.

Verbatim quote

From episode "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246"
I do think we're on a path to granting at least some sort of limited form of AI personhood to these models.

Predictor: Alex Wissner-Gross

κ + Brier as of 2026-05-22
κ (discount)
0.844
Brier
0.0341
excellent
Hits / Misses
6 / 1
of 11 resolved
Hit rate
54.5%
Calibration plot (stated vs observed)

Evidence about this node from Alex Wissner-Gross 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

4 prob_history rows
0%25%50%75%100%prior 45%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 34.7%

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: 9 pending
  1. 2026-10-07pendingQ1 window check-in (25%)
  2. 2026-06-01 → 2027-06-30pendingAnthropic expands AI welfare program with named research lead and budget disclosure
    How: Anthropic publishes a model card, research note, or org-chart update naming an AI welfare team head with public budget or staffing detail
    Source: Anthropic Kyle Fish 15% consciousness probability + AI welfare research stanceconf 60%
  3. 2026-06-01 → 2027-06-30pendingBacklash coalition momentum: 'No AI Personhood' campaign expands beyond Davos signatories
    How: Pro-Human AI Declaration or successor campaign passes 1,000 institutional signatories or is endorsed by a G7 government
    Source: Yuval Harari Davos 2026 call for global AI personhood banconf 60%
  4. 2027-03-16pendingQ2 window check-in (50%)
  5. 2026-06-01 → 2027-12-31pendingFirst major jurisdiction introduces draft AI personhood legislation
    How: Bill text introduced in EU, UK, US Congress, or state legislature explicitly proposing limited legal personhood, e-personhood, or distinct AI-rights framework; tracked via Lawfare and EFF trackers
    Source: Lawfare 'Scaling Laws: Implications of Claude's New Constitution'conf 45%
  6. 2026-09-01 → 2028-01-31pendingMajor court issues binding ruling that explicitly addresses AI legal status (positive or negative)
    How: Appeals or supreme-level decision in any major jurisdiction substantively rules on AI standing, copyright authorship-as-person, or contracting capacity; tracked via Reuters Legal + SCOTUSblog
    Source: Wiley J. Law & Society 'AI as legal persons: past, patterns, prospects'conf 55%
  7. 2027-08-23pendingQ3 window check-in (75%)
  8. 2027-01-01 → 2028-09-30pendingFirst narrow contracting/agency right granted to AI system in any jurisdiction
    How: Statute, regulation, or court ruling enabling an AI to be principal/agent in a narrow context (e.g. autonomous DAO contracting, autonomous vehicle liability) - precursor to broader personhood
    Source: Wiley pattern analysis identifying contracting rights as wedgeconf 40%
  9. 2027-12-31pendingIf no jurisdiction has even drafted limited AI personhood by end-2027, claim probability decays
    How: Zero introduced bills or court rulings recognizing any limited AI legal status by window 2/3 mark; reflects entrenchment of the 'no personhood' consensus described in 2026 sources
    Source: AI Rights Institute legacy survey: zero major-jurisdiction dissentsconf 55%

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: 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
LBP2026-05-10T02:00:02Z34.7%-1.4pp
Network propagation: 36.1% → 34.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z36.1%-2.8pp
Network propagation: 38.9% → 36.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z38.9%-2.1pp
Network propagation: 40.9% → 38.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z40.9%-4.1pp
Network propagation: 45.0% → 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
prereqS_AGI_MID_2029
AGI mid: Kurzweil 2029 path
35.0%0.4500.050-0.157
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.450+0.063
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.450+0.055
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.450+0.043
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.450-0.037

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (6)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_AGI_MID_2029AGI mid: Kurzweil 2029 pathagi_general_capability
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 (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (6)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.616manifoldWill Claude become a Pokèmon Master by the end of August 2026?58%mentionspending2026-05-12
0.607manifoldWhat will happen during Claude Opus 4.7 Plays Pokemon?mentionspending2026-05-03
0.599manifoldWill I be able to convince Claudius Maximus in any Convince the Machine?28%mentionspending2026-05-17
0.596manifoldWho is the best human ever to exist (revised edition)mentionspending2026-05-25
0.578manifoldWill Claude Sonnet 4.8 be released before May 24?30%mentionspending2026-05-02
0.578manifoldWill "Claude, Author of the Humanitas" make the top fifty posts in LessWrong's 2026 Annual Review?17%mentionspending2026-05-27

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
  "mode": "THESIS",
  "role": "Host",
  "context": "I do think we're on a path to granting at least some sort of limited form of AI personhood to these models.",
  "verbatim": "I do think we're on a path to granting at least some sort of limited form of AI personhood to these models.",
  "conv_cues": "on a path; I think so",
  "direction": "HAPPEN",
  "timeframe": "Indeterminate",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -9,
      "source_id": null,
      "expected_date": "2026-10-07",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Anthropic expands AI welfare program with named research lead and budget disclosure",
      "source": "Anthropic Kyle Fish 15% consciousness probability + AI welfare research stance",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://forum.effectivealtruism.org/posts/PsLMxhKAZc9wBsD4o/the-vatican-ai-legal-personhood-and-claude-s-constitution",
      "expected_date": "2026-12-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Anthropic publishes a model card, research note, or org-chart update naming an AI welfare team head with public budget or staffing detail"
    },
    {
      "kind": "llm_pre_event",
      "label": "Backlash coalition momentum: 'No AI Personhood' campaign expands beyond Davos signatories",
      "source": "Yuval Harari Davos 2026 call for global AI personhood ban",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://forum.effectivealtruism.org/posts/PsLMxhKAZc9wBsD4o/the-vatican-ai-legal-personhood-and-claude-s-constitution",
      "expected_date": "2026-12-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Pro-Human AI Declaration or successor campaign passes 1,000 institutional signatories or is endorsed by a G7 government"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2027-03-16",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First major jurisdiction introduces draft AI personhood legislation",
      "source": "Lawfare 'Scaling Laws: Implications of Claude's New Constitution'",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://www.lawfaremedia.org/article/scaling-laws--rapid-response-to-the-implications-of-claude's-new-constitution",
      "expected_date": "2027-03-17",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Bill text introduced in EU, UK, US Congress, or state legislature explicitly proposing limited legal personhood, e-personhood, or distinct AI-rights framework; tracked via Lawfare and EFF trackers"
    },
    {
      "kind": "llm_pre_event",
      "label": "Major court issues binding ruling that explicitly addresses AI legal status (positive or negative)",
      "source": "Wiley J. Law & Society 'AI as legal persons: past, patterns, prospects'",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://onlinelibrary.wiley.com/doi/epdf/10.1111/jols.70021",
      "expe
... (truncated)