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232_011predictionAIAI-timing

Jury is still out on whether speech will be the modality of the future for high-bandwidth operation.

Predictor: Alex Wissner-Gross · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source

Prior probability
45.0%
Current probability
37.9%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2028-06-01 – 2028-06-30
Edges in / out
8 / 5
Tickers exposed
33

Prediction text

Jury is still out on whether speech will be the modality of the future for high-bandwidth operation. | I'm not 100% sold yet that speech is the modality of the future. I I do like BCIs. I do like wearables and gestural interfaces. I do like typing, but speech I think jury is still out for me for high bandwidth operation.

Verbatim quote

From episode "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232"
I'm not 100% sold yet that speech is the modality of the future. I I do like BCIs. I do like wearables and gestural interfaces. I do like typing, but speech I think jury is still out for me for high bandwidth operation.

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%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 37.9%

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: 8 fired ✓ · 2 pending
  1. 2026-02-01hitNeuralink begins high-volume BCI production (Musk announcement) — invasive BCI scaling toward consumer applicability
    How: Neuralink publicly commits to ramped manufacturing with multi-patient surgical pipeline
    Source: deep_research_enrichedconf 85%
  2. 2026-03-13hitChina NMPA approves world-first commercial invasive BCI (Neuracle Technology, March 2026)
    How: Sovereign regulatory approval of any invasive BCI for non-research commercial use
    Source: deep_research_enrichedconf 92%
  3. 2026-04-28hitNeurable signs first major consumer-electronics licensing deal for non-invasive EEG-based BCI
    How: BCI startup announces consumer-OEM licensing partnership integrating BCI input as wearable modality
    Source: deep_research_enrichedconf 78%
  4. 2027-06-01 → 2028-06-30pendingFirst mainstream consumer BCI/gestural device crosses 1M unit cumulative sales — modality competition with speech
    How: Consumer BCI or gestural-input wearable hits 1M-unit milestone (Apple Vision Pro, Meta Ray-Ban Display, BCI startup, etc.)
    Source: deep_research_enrichedconf 55%
  5. 2027-06-01 → 2028-06-30pendingFrontier AI lab launches multi-modal interface where speech is <50% of high-bandwidth interaction (BCI, gestural, text plurality)
    How: Major AI agent product (OpenAI, Apple, Google) reports BCI/gestural/typing surpasses speech for power-user workflows
    Source: deep_research_enrichedconf 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: 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
LBP2026-05-17T02:00:01Z37.9%-1.0pp
Network propagation: 38.9% → 37.9%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-03T02:00:01Z38.9%-1.4pp
Network propagation: 40.3% → 38.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z40.3%-1.9pp
Network propagation: 42.2% → 40.3%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z42.2%-2.8pp
Network propagation: 45.0% → 42.2%
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
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.4500.050-0.063
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.4500.050-0.038
prereq235_002
Anthropic will exceed OpenAI in revenue this year (2026).Dave Blundin
74.6%0.4500.050-0.034
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.4500.050-0.032
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.450+0.031

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq246_017
Europa Clipper will arrive at Jupiter in 2030, conducting 50Peter Diamandis
37.7%0.6500.050-0.103
prereq247_035
Dario Amodei will solve most/all neurological diseases by enDario Amodei
38.8%0.7000.050-0.095
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.082
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050-0.081
prereqSEM_034
True artificial general intelligence will be achieved betweeDemis Hassabis
28.7%0.5500.050-0.050

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereq235_002Anthropic will exceed OpenAI in revenue this year (2026).AI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.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
prereq247_035Dario Amodei will solve most/all neurological diseases by end of decadeBiotech/Longevity
prereq246_017Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.Space
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "SPECULATION",
  "role": "Host",
  "context": "So, I'm not 100% sold yet that speech is the modality of the future. I I do like BCIs. I do like wearables and gestural interfaces. I do like typing, but speech I think jury is still out for me for high bandwidth operation.",
  "to_year": 2031,
  "verbatim": "I'm not 100% sold yet that speech is the modality of the future. I I do like BCIs. I do like wearables and gestural interfaces. I do like typing, but speech I think jury is still out for me for high bandwidth operation.",
  "conv_cues": "jury is still out; not 100% sold",
  "direction": "UNCLEAR",
  "from_year": 2026,
  "timeframe": "unspecified",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Neuralink begins high-volume BCI production (Musk announcement) — invasive BCI scaling toward consumer applicability",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://www.fiercebiotech.com/medtech/elon-musks-neuralink-kickstart-high-volume-production-brain-computer-interface-devices",
      "expected_date": "2026-02-01",
      "observed_date": "2026-02-01",
      "research_origin": "deep_research",
      "measurement_criterion": "Neuralink publicly commits to ramped manufacturing with multi-patient surgical pipeline"
    },
    {
      "kind": "llm_pre_event",
      "label": "China NMPA approves world-first commercial invasive BCI (Neuracle Technology, March 2026)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://www.bloomberg.com/news/articles/2026-03-13/china-approves-first-brain-implant-for-commercial-use",
      "expected_date": "2026-03-13",
      "observed_date": "2026-03-13",
      "research_origin": "deep_research",
      "measurement_criterion": "Sovereign regulatory approval of any invasive BCI for non-research commercial use"
    },
    {
      "kind": "llm_pre_event",
      "label": "Neurable signs first major consumer-electronics licensing deal for non-invasive EEG-based BCI",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.78,
      "source_url": "https://techcrunch.com/2026/04/28/bci-startup-neurable-looks-to-license-its-mind-reading-tech-for-consumer-wearables/",
      "expected_date": "2026-04-28",
      "observed_date": "2026-04-28",
      "research_origin": "deep_research",
      "measurement_criterion": "BCI startup announces consumer-OEM licensing partnership integrating BCI input as wearable modality"
    },
    {
      "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": -7,
      "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": -6,
      "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": -5,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic will exceed OpenAI in revenue this year (2026).",
      "status": "hit",
      "weight": 0.5,
      "ordin
... (truncated)