AGI arrives before 2029 (Turing test); true Singularity (ASI) occurs in 2040s — total human-machine convergence enabling: mental transfer from brain to brain, integration of nanobots into human bloodstream for perfect biological health maintenance, ach...
Predictor: Ray Kurzweil
Prediction text
AGI arrives before 2029 (Turing test); true Singularity (ASI) occurs in 2040s — total human-machine convergence enabling: mental transfer from brain to brain, integration of nanobots into human bloodstream for perfect biological health maintenance, achievement of longevity escape velocity. | Public AI Turing-test consensus event
Key catalyst: Public AI Turing-test consensus event
Watch events: GPT-6/Claude-5 Turing-test public challenges; BCI breakthroughs
Resolution evidence
Kurzweil Turing-test-by-2029 broadly consistent with current frontier-model progress; brain-to-brain mental transfer remains pure speculation.
Predictor: Ray Kurzweil
Evidence about this node from Ray Kurzweil 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: agi_breakthrough_5y
Major capability discontinuity (e.g. AGI by named target year, 5-year horizon)
Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.
Probability over time
Milestone chain
- 2026-06-01 → 2029-12-31pendingFirst credible Turing test pass declared by independent research consortiumHow: Peer-reviewed publication or major AI research consortium (METR, Apollo, MLCommons, or academic group) declares first credible long-form Turing-test pass under blind protocol with judges not aligned with frontier labsSource: arXiv; Nature/Science; METR/Apollo evaluation reportsconf 60%
- 2026-12-01 → 2029-12-31pendingFrontier lab CEO publicly declares AGI achievedHow: OpenAI, Anthropic, DeepMind, xAI, or Meta CEO publicly declares their flagship system meets internal AGI definition; declaration must be in formal company announcement, not interview hedgingSource: Lab official blog posts; SEC filings (if public); CEO public addressesconf 55%
- 2028-01-01 → 2035-12-31pendingFDA approval of first AI-designed therapeutic shown to extend healthspan in clinical trialHow: FDA grants approval or breakthrough designation to AI-designed (Insilico, Recursion, Isomorphic Labs, etc.) molecule with primary endpoint demonstrating measurable healthspan or biological-age extension in Phase 3 trialSource: FDA approval announcements; ClinicalTrials.gov; Isomorphic Labs / Insilico / Recursion releasesconf 40%
- 2032-12-01pendingQ1 window check-in (25%)
- 2030-01-01 → 2042-12-31pendingFirst in-human BCI demonstrates bidirectional brain-to-brain signal transmissionHow: Peer-reviewed publication of in-human bidirectional brain-to-brain communication via BCI (Neuralink, Synchron, Paradromics, or equivalent) — beyond unidirectional motor decodingSource: Nature/Science/NEJM publications; Neuralink/Synchron clinical trial reportsconf 35%
- 2036-11-01pendingQ2 window check-in (50%)
- 2030-01-01 → 2045-12-31pendingGlobal average life expectancy posts first single-year gain of >0.8 years attributable to medical breakthroughsHow: WHO Global Health Observatory or UN Population Division reports single-year jump in global life expectancy >0.8 years not explained by pandemic-recovery base effects — 'longevity escape velocity' leading indicatorSource: WHO Global Health Observatory; UN World Population Prospectsconf 35%
- 2040-10-02pendingQ3 window check-in (75%)
No downstream cascades — this prediction is a leaf in the dependency graph.
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
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_ASI_SLOW_2040PLUS | ASI slow: post-2040 / soft takeoff | asi_recursive_self_improvement | — |
| correlate | S_AGI_MID_2029 | AGI mid: Kurzweil 2029 path | agi_general_capability | — |
| correlate | S_AGI_FAST_2027 | AGI fast: drop-in remote worker by 2027-09 | agi_general_capability | — |
| correlate | S_AGI_WINTER_2036PLUS | AGI delayed: capability plateau or AI winter | agi_general_capability | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK13 | Biotech/Synbio Safety Event | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Raw metadata
{
"nia": false,
"qty": "Turing 2029; Singularity 2040s",
"mode": "FORECAST",
"role": "Cited-Other",
"context": "Sixth Kurzweil entry (INF_071 AGI 2029, AI_007 singularity 2039, CYB_005 memory moat, SPC_026 multiplanetary post-2045, AUT_026 nanobots 2030s). Specific 2040s Singularity + brain-to-brain mental transfer framing.",
"to_year": 2049,
"conv_cues": "futurist FIRST_PERSON; consistent multi-decade framing",
"direction": "HAPPEN",
"from_year": 2029,
"timeframe": "2029-2049",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "First credible Turing test pass declared by independent research consortium",
"source": "arXiv; Nature/Science; METR/Apollo evaluation reports",
"status": "pending",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.6,
"source_url": "https://www.bvp.com/atlas/ai-escape-velocity-a-conversation-with-ray-kurzweil",
"expected_date": "2028-03-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2029-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Peer-reviewed publication or major AI research consortium (METR, Apollo, MLCommons, or academic group) declares first credible long-form Turing-test pass under blind protocol with judges not aligned with frontier labs"
},
{
"kind": "llm_pre_event",
"label": "Frontier lab CEO publicly declares AGI achieved",
"source": "Lab official blog posts; SEC filings (if public); CEO public addresses",
"status": "pending",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.55,
"expected_date": "2028-06-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2029-12-31",
"from": "2026-12-01"
},
"measurement_criterion": "OpenAI, Anthropic, DeepMind, xAI, or Meta CEO publicly declares their flagship system meets internal AGI definition; declaration must be in formal company announcement, not interview hedging"
},
{
"kind": "scenario_signal",
"label": "Scenario fires: AGI mid: Kurzweil 2029 path",
"status": "pending",
"weight": 0.5,
"ordinal": -8,
"source_id": "S_AGI_MID_2029",
"expected_date": "2029-03-31",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "FDA approval of first AI-designed therapeutic shown to extend healthspan in clinical trial",
"source": "FDA approval announcements; ClinicalTrials.gov; Isomorphic Labs / Insilico / Recursion releases",
"status": "pending",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.4,
"expected_date": "2031-12-31",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2035-12-31",
"from": "2028-01-01"
},
"measurement_criterion": "FDA grants approval or breakthrough designation to AI-designed (Insilico, Recursion, Isomorphic Labs, etc.) molecule with primary endpoint demonstrating measurable healthspan or biological-age extension in Phase 3 trial"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -6,
"source_id": null,
"expected_date": "2032-12-01",
"observed_date": null
},
{
"kind": "llm_post_event",
"label": "First in-human BCI demonstrates bidirectional brain-to-brain signal transmission",
"source": "Nature/Science/NEJM publications; Neuralink/Synchron clinical trial reports",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.35,
"expected_date": "2036-07-01",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2042-12-31",
"from": "2030-01-01"
},
... (truncated)