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231_040predictionMacro/Economyeconomy

Ireland's UBI art scheme will NOT become a template for the future peacetime work creation.

Predictor: Alex Wissner-Gross · ep#231 "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231" · source

Prior probability
45.0%
Current probability
37.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2030-06-01 – 2030-06-30
Edges in / out
5 / 0
Tickers exposed
31

Prediction text

Ireland's UBI art scheme will NOT become a template for the future peacetime work creation. | my sense for for what it's worth is that this actually ends up not becoming a template for the future. This this is it strikes me as um in some sense unsustainable to just pay people for uh for art overall.

Verbatim quote

From episode "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231"
my sense for for what it's worth is that this actually ends up not becoming a template for the future. This this is it strikes me as um in some sense unsustainable to just pay people for uh for art overall.

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

3 prob_history rows
0%25%50%75%100%prior 45%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 37.7%

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: 1 fired ✓ · 4 pending
  1. 2026-04-01hitIreland announces BIA pilot extension and expansion to 2,000-2,200 artists for 2026-2029
    How: Irish government announces continuation of Basic Income for the Arts pilot — extending the scheme rather than ending it would partially refute the prediction of non-template status
    Source: https://creativesunite.eu/article/breakthrough-basic-income-scheme-in-ireland-goes-permanent-inconf 95%
  2. 2025-12-01 → 2026-12-31pendingIreland publishes final third-year evaluation showing aggregate benefit-cost ratio
    How: Department of Culture, Communications and Sport or its research partners publishes the final pilot evaluation with cost-benefit analysis (currently reported €1.39 return per €1 invested in interim findings)
    Source: https://www.gov.ie/en/department-of-culture-communications-and-sport/publications/basic-income-for-the-arts-pilot-research-scheme-2022-2026/conf 85%
  3. 2026-06-01 → 2030-06-30pendingSecond non-Irish jurisdiction adopts arts-specific UBI pilot citing Ireland
    How: Government of any country other than Ireland (national, state, or substantial municipal level >100K population) announces an arts-targeted basic income or guaranteed income program citing the Ireland BIA pilot as model — would partially refute the prediction
    Source: llm_enrichedconf 40%
  4. 2027-01-01 → 2030-06-30pendingIreland BIA scheme made permanent or made universal within Ireland
    How: Irish government makes the Basic Income for the Arts scheme legally permanent (not just renewed) OR expands eligibility beyond arts to other creative/displaced workers — confirmed via primary legislation
    Source: llm_enrichedconf 45%
  5. 2027-01-01 → 2030-12-31pendingComparable peacetime work-creation scheme expanded beyond arts in any G20 country
    How: Any G20 government launches or scales up a non-arts UBI/guaranteed-income/job-creation scheme targeting AI-displaced workers explicitly designed for peacetime structural unemployment — would refute prediction more strongly
    Source: llm_enrichedconf 45%

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: 38%)

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
LBP2026-05-03T02:00:01Z37.7%-1.1pp
Network propagation: 38.8% → 37.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z38.8%-2.1pp
Network propagation: 40.8% → 38.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z40.8%-4.2pp
Network propagation: 45.0% → 40.8%
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
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.450-0.047
killerTK04
Macro Recession 2026-27 (Structural Deleveraging)
25.0%0.0500.450-0.027
killerTK10
$100T Sovereign Debt Crisis
12.0%0.0500.450+0.025
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.450-0.007
killerTK07
Labor Political Backlash (UBI Mandate / AI Tax)
18.0%0.0500.450+0.001

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (23)

UDMYBBAISRFMSOUNNVDACOURCRCLDOCNAIADUSGTLBZMAMZNGDDYGOOGLIBMMETAMSFTNFLXORCLRDDTSPOTUBER

Adverse (7)

KKRJNKAPOHYGKREXLYXHB

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK07Labor Political Backlash (UBI Mandate / AI Tax)
killerTK10$100T Sovereign Debt Crisis

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (5)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.626polymarketWill Republic of Ireland win on 2026-06-05?17%mentionspending2026-05-09
0.575manifoldA year on to the day, will I consider the results of the Albertan Secession Referendum having been honoured?80%mentionspending2026-05-25
0.569manifoldWill the face of Jose Luis Ricon be minted on a physical coin by 222213%mentionspending2026-05-01
0.558polymarketT20 Ireland Tri-Series, Women: Ireland vs Pakistan100%mentionspending2026-05-29
0.549polymarketT20 Ireland Tri-Series, Women: Ireland vs West Indies100%mentionspending2026-05-31

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=HklyjXKYFng",
  "mode": "SPECULATION",
  "role": "Host",
  "caveats": "Flagged as pure speculation",
  "context": "my sense for for what it's worth is that this actually ends up not becoming a template for the future. This this is it strikes me as um in some sense unsustainable to just pay people for uh for art overall...my guess, this is pure speculation, is that sort of cherry-picking particular activities...is not the best poster child for a basic income scheme.",
  "to_year": 2035,
  "verbatim": "my sense for for what it's worth is that this actually ends up not becoming a template for the future. This this is it strikes me as um in some sense unsustainable to just pay people for uh for art overall.",
  "conv_cues": "my guess; pure speculation",
  "direction": "NOT_HAPPEN",
  "from_year": 2026,
  "timeframe": "future",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Ireland announces BIA pilot extension and expansion to 2,000-2,200 artists for 2026-2029",
      "source": "https://creativesunite.eu/article/breakthrough-basic-income-scheme-in-ireland-goes-permanent-in",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://creativesunite.eu/article/breakthrough-basic-income-scheme-in-ireland-goes-permanent-in",
      "expected_date": "2026-04-01",
      "observed_date": "2026-04-01",
      "research_origin": "deep_research",
      "measurement_criterion": "Irish government announces continuation of Basic Income for the Arts pilot — extending the scheme rather than ending it would partially refute the prediction of non-template status"
    },
    {
      "kind": "llm_pre_event",
      "label": "Ireland publishes final third-year evaluation showing aggregate benefit-cost ratio",
      "source": "https://www.gov.ie/en/department-of-culture-communications-and-sport/publications/basic-income-for-the-arts-pilot-research-scheme-2022-2026/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://www.gov.ie/en/department-of-culture-communications-and-sport/publications/basic-income-for-the-arts-pilot-research-scheme-2022-2026/",
      "expected_date": "2026-06-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2025-12-01"
      },
      "measurement_criterion": "Department of Culture, Communications and Sport or its research partners publishes the final pilot evaluation with cost-benefit analysis (currently reported €1.39 return per €1 invested in interim findings)"
    },
    {
      "kind": "llm_pre_event",
      "label": "Second non-Irish jurisdiction adopts arts-specific UBI pilot citing Ireland",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2028-06-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Government of any country other than Ireland (national, state, or substantial municipal level >100K population) announces an arts-targeted basic income or guaranteed income program citing the Ireland BIA pilot as model — would partially refute the prediction"
    },
    {
      "kind": "llm_post_event",
      "label": "Ireland BIA scheme made permanent or made universal within Ireland",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.45,
      "expected_date": "2028-09-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-06-30",
        "from": "2027-01-01"
      },
      "measurement_criterio
... (truncated)