AI agents will have voices in the near future.
Predictor: Alex Finn · ep#237 "OpenClaw Explained: Baby AGI, Security Threats, Mac Mini Became Everyone's Supercomputer" · source
Prediction text
AI agents will have voices in the near future. | I mean, they're going to have voices in the near future. Uh, one Henry called me one time on my phone at one point, so might as well be people, right?
Verbatim quote
I mean, they're going to have voices in the near future. Uh, one Henry called me one time on my phone at one point, so might as well be people, right?
Predictor: Alex Finn
Calibration plot (stated vs observed)
Evidence about this node from Alex Finn 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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-04-15hitElevenLabs Conversational AI 2.0 with custom turn-taking model in productionHow: ElevenLabs ships Conversational AI 2.0 with turn-taking, RAG, and batch calling APIs to general availabilitySource: ElevenLabs Agents docs / 2026 release notesconf 95%Notes: HIT — Conv AI 2.0 GA in 2026 with turn-taking, multimodal hooks, MCP integrations across Salesforce/HubSpot/Twilio/Vonage.
- 2026-01-01 → 2026-06-30overdueOpenAI Realtime API voice agents at GA with sub-second latencyHow: OpenAI Realtime API exits beta and ships measurable <800ms first-token voice response across 3+ third-party deploymentsSource: OpenAI Realtime API documentation; Deepgram benchmarksconf 78%
- 2026-03-01 → 2026-12-31pendingVoice agents handle outbound call campaigns at enterprise scaleHow: Public case study of an enterprise running >=1M outbound voice-agent calls/month with personalizationSource: ElevenLabs batch calling APIsconf 65%Notes: Batch calling APIs with per-recipient personalization are already in production.
- 2026-04-01 → 2026-12-31pendingVoice agent deployments >100K live across web/mobile/telephonyHow: ElevenLabs or comparable platform discloses >100,000 production voice-agent deploymentsSource: ElevenLabs platform metricsconf 70%Notes: ElevenLabs already integrates with Salesforce, HubSpot, Zendesk, ServiceNow, Twilio, Vonage, Genesys plus any MCP API — scaling rapidly.
- 2026-09-01 → 2027-06-30pendingMajor US bank or telco deploys voice agent for >50% of customer service callsHow: Public disclosure that a top-10 US bank or telco routes >=50% of inbound customer-service voice calls to AI agentsSource: Vendor case studies, earnings call disclosuresconf 45%Notes: Cascade — confirms 'they're going to have voices' transitions from interface novelty to default modality.
What if this resolves?
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
Raw metadata
{
"trf": 1,
"kappa": 0.6429,
"base_rate": null,
"predictor": "Alex Finn",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.05929237878670375,
"bayes_factor": "1.2:1 against",
"blend_reason": "no reference_class linked",
"inside_prior": 0.4851812464327434,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": false,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.5014620000000001,
"label": "OpenAI Realtime API voice agents at GA with sub-second latency",
"weight": 0.4,
"strength": "weak",
"confidence": 0.78,
"source_url": "https://deepgram.com/learn/elevenlabs-real-time-voice-agent",
"adjusted_llr": -0.20332534404213637,
"expected_date": "2026-04-01",
"measurement_criterion": "OpenAI Realtime API exits beta and ships measurable <800ms first-token voice response across 3+ third-party deployments"
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.3,
"outside_weight": 0.7,
"posterior_prob": 0.43472032317173,
"posterior_logit": -0.2626177228288401,
"predictor_brier": 0.0122,
"inside_posterior": 0.43472032317173,
"blended_posterior": 0.43472032317173,
"reference_class_id": null,
"total_adjusted_llr": -0.20332534404213637,
"predictor_n_resolved": 2
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.065 |
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.550 | -0.060 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.550 | +0.055 |
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.550 | 0.050 | -0.049 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.550 | 0.050 | -0.048 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 248_040 Pausing AI will fail and only accelerate race dynamics. — Alex Wissner-Gross | 53.0% | 0.920 | 0.050 | -0.100 |
| prereq | 247_023 AI will be able to do everything a white collar worker does — Dave Blundin | 40.8% | 0.720 | 0.050 | -0.064 |
| prereq | 244_019 Peter's son won't need a driver's license in 2 years — Peter Diamandis | 48.4% | 0.920 | 0.050 | -0.053 |
| prereq | 242_031 Most large companies' business models will be disrupted in 2 — Peter Diamandis | 36.1% | 0.650 | 0.050 | -0.048 |
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | -0.020 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (10)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_015 | Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans. | Policy/Semis | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 244_019 | Peter's son won't need a driver's license in 2 years | Auto/Transport | — |
| prereq | 248_040 | Pausing AI will fail and only accelerate race dynamics. | AI | — |
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 242_031 | Most large companies' business models will be disrupted in 2-5 years | Markets/Stocks | — |
Linked documents (8)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.685 | manifold | at the end of 2026, will an AI be able to generate a full high-quality tv ep to a prompt? | 35% | mentions | pending | 2026-05-31 |
| 0.666 | manifold | Will Ben Yan experience AI psychosis in 2026? | 60% | mentions | pending | 2026-04-24 |
| 0.625 | manifold | before 2035, will anyone give a UN speech in toki pona? | 9% | mentions | pending | 2026-05-18 |
| 0.620 | manifold | Will I speak to a human in the next week? | 72% | mentions | pending | 2026-05-04 |
| 0.608 | manifold | Will any NFL team(s) use significant amounts of AI generated content in their 2026 schedule release video? | 64% | mentions | pending | 2026-05-11 |
| 0.555 | github_release | facebookresearch/facestar male_speaker_testset | — | mentions | pending | 2022-03-25 |
| 0.552 | github_release | facebookresearch/facestar male_speaker_trainset | — | mentions | pending | 2022-03-25 |
| 0.548 | polymarket | Henry Cavill announced as next James Bond? | 1% | mentions | pending | 2025-08-04 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=qP73cGLQmCU",
"mode": "PREDICTION",
"role": "Guest-Other",
"context": "So, why not? >> I mean, they're going to have voices in the near future. Uh, one Henry called me one time on my phone at one point, so might as well be people, right?",
"to_year": 2027,
"verbatim": "I mean, they're going to have voices in the near future. Uh, one Henry called me one time on my phone at one point, so might as well be people, right?",
"conv_cues": "going to have",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "near future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "ElevenLabs Conversational AI 2.0 with custom turn-taking model in production",
"notes": "HIT — Conv AI 2.0 GA in 2026 with turn-taking, multimodal hooks, MCP integrations across Salesforce/HubSpot/Twilio/Vonage.",
"source": "ElevenLabs Agents docs / 2026 release notes",
"status": "hit",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.95,
"source_url": "https://elevenlabs.io/docs/eleven-agents/overview",
"expected_date": "2026-03-01",
"observed_date": "2026-04-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-04-30",
"from": "2026-01-01"
},
"measurement_criterion": "ElevenLabs ships Conversational AI 2.0 with turn-taking, RAG, and batch calling APIs to general availability"
},
{
"kind": "llm_pre_event",
"label": "OpenAI Realtime API voice agents at GA with sub-second latency",
"source": "OpenAI Realtime API documentation; Deepgram benchmarks",
"status": "overdue",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.78,
"source_url": "https://deepgram.com/learn/elevenlabs-real-time-voice-agent",
"expected_date": "2026-04-01",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-06-30",
"from": "2026-01-01"
},
"measurement_criterion": "OpenAI Realtime API exits beta and ships measurable <800ms first-token voice response across 3+ third-party deployments"
},
{
"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": -4,
"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": -3,
"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": -2,
"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": -1,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "event",
"label": "AI agents will have voices in the near future.",
"status": "pending",
"weight": 1,
"ordinal": 0,
"source_id": "237_011",
"expec
... (truncated)