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240_060predictionMedia/AdsAI-scaling

Everyone will be able to use video models to turn favorite books into movies

Predictor: Peter Diamandis · ep#240 "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse" · source

Prior probability
65.0%
Current probability
53.6%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

Everyone will be able to use video models to turn favorite books into movies | You're going to be able to feed any of your favorite books that have not been made into movies and say, 'Make this into a movie for me and and star these individuals or these family members.'

Verbatim quote

From episode "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse"
You're going to be able to feed any of your favorite books that have not been made into movies and say, 'Make this into a movie for me and and star these individuals or these family members.'

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

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 65%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 53.6%

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 ✓
  1. 2026-04-30hitSora 2 / Veo 3.1 / Kling 2.6 ship with audio-video sync (book-ready quality)
    How: At least 3 frontier video models (Veo, Sora, Kling) publicly available with synchronized audio + 4K + 20+ second clips, narrative coherence sufficient for adaptation use
    Source: https://pixflow.net/blog/best-ai-video-generator/ — Best AI video generators 2026conf 95%
    Notes: HIT — Veo 3.1, Sora 2, Kling 2.6 all shipping with the technical requirements for book-to-movie use.
  2. 2026-04-01 → 2026-12-31pendingLong-form AI video tool (>=10 min coherent narrative)
    How: Public AI video product (Pika, Runway, or new entrant) supports >=10 minute coherent narrative output with character continuity
    Source: https://ulazai.com/ai-video-models-guide-2025/ — Best AI video models 2026conf 65%
  3. 2026-06-01 → 2027-06-30pendingFirst commercial 'book-to-movie' AI service launches
    How: Consumer or prosumer service (e.g., Adobe Firefly, Genra, Runway, dedicated startup) launches paid feature explicitly positioned as 'turn your book into a movie' with public-domain or rights-cleared catalog
    Source: Adobe MAX 2026, Runway product updates, dedicated startup launchesconf 55%
  4. 2026-09-01 → 2027-12-31pendingHollywood/SAG-AFTRA contract addresses AI book adaptations
    How: SAG-AFTRA, WGA, or Authors Guild negotiates explicit terms governing AI-driven novel-to-film adaptations and likeness consent for personalized casting
    Source: SAG-AFTRA, WGA, Authors Guild announcementsconf 65%
    Notes: Cascade — Diamandis's 'star family members' personalization triggers union/IP backlash.
  5. 2026-12-01 → 2027-12-31pendingPersonal video generation crosses 100M monthly active users
    How: Combined MAU of consumer AI video tools (Sora, Veo, Pika, Runway, Kling, etc.) exceeds 100M per Sensor Tower / SimilarWeb
    Source: Sensor Tower, SimilarWeb, app store rankingsconf 55%

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: 54%)

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
LBP2026-05-10T02:00:02Z53.6%-1.3pp
Network propagation: 55.0% → 53.6%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z55.0%-2.4pp
Network propagation: 57.4% → 55.0%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z57.4%-3.1pp
Network propagation: 60.5% → 57.4%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z60.5%-4.5pp
Network propagation: 65.0% → 60.5%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.650-0.096
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.6500.050-0.084
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.6500.050-0.083
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.650-0.066
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.650+0.054

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050+0.025
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050+0.020
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050+0.011
prereq232_057
First person to arrive on moon/Mars will find bed made by OpDave Blundin
34.8%0.6000.050-0.007
prereq242_023
World will have 10x more wealth around 2034-2036Dave Blundin
34.2%0.6000.050-0.001

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
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereq232_057First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.Robotics
prereq242_023World will have 10x more wealth around 2034-2036Macro/Economy

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.560manifoldOut of the top 3 highest % options at close, which movie will my partner enjoy most? [ADD ANSWERS, PLEASE]mentionspending2026-06-05

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "You're going to be able to feed any of your favorite books that have not been made into movies and say, \"Make this into a movie for me and and star these individuals or these family members.\" That's going to be awesome.",
  "to_year": 2026,
  "verbatim": "You're going to be able to feed any of your favorite books that have not been made into movies and say, 'Make this into a movie for me and and star these individuals or these family members.'",
  "conv_cues": "going to be",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "Future (near-term)",
  "conv_level": "HIGH",
  "milestones": [
    {
      "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": -5,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "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": -4,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "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": -3,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "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": -2,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Sora 2 / Veo 3.1 / Kling 2.6 ship with audio-video sync (book-ready quality)",
      "notes": "HIT — Veo 3.1, Sora 2, Kling 2.6 all shipping with the technical requirements for book-to-movie use.",
      "source": "https://pixflow.net/blog/best-ai-video-generator/ — Best AI video generators 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://pixflow.net/blog/best-ai-video-generator/",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "At least 3 frontier video models (Veo, Sora, Kling) publicly available with synchronized audio + 4K + 20+ second clips, narrative coherence sufficient for adaptation use"
    },
    {
      "kind": "event",
      "label": "Everyone will be able to use video models to turn favorite books into movies",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "240_060",
      "expected_date": "2026-06-20",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Long-form AI video tool (>=10 min coherent narrative)",
      "source": "https://ulazai.com/ai-video-models-guide-2025/ — Best AI video models 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://ulazai.com/ai-video-models-guide-2025/",
      "expected_date": "2026-08-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-04-01"
      },
      "measurement_criterion": "Public AI video product (Pika, Runway, or new entrant) supports >=10 minute coher
... (truncated)