'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human engineers interacting purely through natural-language intent while remaining entirely abstracted from underlying programming architecture; minimalist arch...
Predictor: Andrej Karpathy
Prediction text
'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human engineers interacting purely through natural-language intent while remaining entirely abstracted from underlying programming architecture; minimalist architectures like 'microGPT' democratize agentic capabilities across independent developers. | Enterprise "vibe-coder" job-title emergence
Key catalyst: Enterprise "vibe-coder" job-title emergence
Watch events: Enterprise vibe-coding adoption metrics; IDE-agent market share
Resolution evidence
Vibe coding term widely adopted 2025-2026; Cursor, Claude Code, Replit Agent, Windsurf, Bolt.new productize the paradigm. microGPT teaching resource widely cited.
Predictor: Andrej Karpathy
Calibration plot (stated vs observed)
Evidence about this node from Andrej Karpathy 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
- 2025-05-01overdueQ1 window check-in (25%)
- 2025-08-30overdueQ2 window check-in (50%)
- 2025-12-29overdueQ3 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
Raw metadata
{
"source": "backfill_resolution_history.py",
"status": "hit",
"bayesian_v2": false,
"outcome_prob": 1,
"evidence_kind": "resolution_terminal",
"posterior_prob": 1,
"delta_to_outcome": 0.11253999999999997,
"inside_posterior": 0.88746,
"validation_notes": "Vibe coding term widely adopted 2025-2026; Cursor, Claude Code, Replit Agent, Windsurf, Bolt.new productize the paradigm. microGPT teaching resource widely cited.",
"validation_status": "hit",
"pre_resolution_prob": 0.88746,
"resolution_evidence": "Vibe coding term widely adopted 2025-2026; Cursor, Claude Code, Replit Agent, Windsurf, Bolt.new productize the paradigm. microGPT teaching resource widely cited.",
"does_not_update_current_prob": true
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (6)
Adverse (4)
Prerequisites (2)
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | hit | thesis_timeline_v1.0_import | Vibe coding term widely adopted 2025-2026; Cursor, Claude Code, Replit Agent, Windsurf, Bolt.new productize the paradigm. microGPT teaching resource widely cited. |
Linked documents (10)
Raw metadata
{
"nia": false,
"mode": "FORECAST",
"role": "Cited-Other",
"context": "Distinct from AI_010 (Slopacolypse outcome-level) and ROB_006 (English programming language framing). Specific 'vibe coding' coinage + microGPT minimalism.",
"to_year": 2026,
"conv_cues": "coined paradigm phrase; named architecture",
"direction": "HAPPEN",
"from_year": 2025,
"timeframe": "2025-2026",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2025-05-01",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -2,
"source_id": null,
"expected_date": "2025-08-30",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -1,
"source_id": null,
"expected_date": "2025-12-29",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "event",
"label": "'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human engineers interacting purely through natur",
"status": "hit",
"weight": 1,
"ordinal": 0,
"source_id": "AUT_003",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
}
],
"repeat_eps": 1,
"affiliation": "Eureka Labs / Ex-OpenAI",
"attribution": "FIRST_PERSON",
"granularity": "YEAR_RANGE",
"resolved_at": "2026-04-29T22:23:18.301948+00:00",
"source_refs": "4, 7",
"target_date": "2026-06-15T00:00:00",
"display_date": "2026-04-29",
"episode_date": "2026-04-22T00:00:00",
"key_catalyst": "Enterprise \"vibe-coder\" job-title emergence",
"parse_method": "YEAR_RANGE midpoint",
"domain_bucket": "AI",
"episode_title": "Strategic Forecasts and Predictive Frameworks in Artificial Intelligence (2023-2026): Autonomy, AV, eVTOL, Surveillance, Bio-sensing",
"fault_line_id": "F006",
"flag_repeated": false,
"in_5yr_window": true,
"source_report": "AI Predictions Autonomy AV eVTOL Surveillance.md (2026-04-22)",
"appears_in_eps": "AUT-RPT",
"futurist_phase": "Phase 1 (2026)",
"is_macro_claim": false,
"total_mentions": 1,
"priority_weight": 4,
"ps_cluster_tags": [
"C5"
],
"report_evidence": "Anchor section: Andrej Karpathy — Autonomy and Autonomous Scientific Discovery.",
"active_end_month": "2026-12",
"recent_statement": "Karpathy Feb 2025 onwards X posts and Skill Issue podcast.",
"watch_events_raw": "Enterprise vibe-coding adoption metrics; IDE-agent market share",
"months_from_today": 2,
"probability_layer": "Higher (in-flight)",
"active_start_month": "2025-01",
"december_dispersal": {
"reason": "december_dispersal: domain=AI → 08/2026",
"new_date": "2026-08-31",
"old_date": "2026-12-31",
"applied_at": "2026-04-30T16:28:34.304992+00:00"
},
"flag_nia_bracketed": false,
"resolved_at_source": "validations_observed_at",
"track_record_grade": "A",
"track_record_notes": "Karpathy paradigm framings consistently validated.",
"contradicting_notes": "Human engineers still read/debug code in formal languages; pure-delegation of architecture remains partial.",
"flag_near_term_2027": false,
"flag_high_conviction": true,
"milestones_derived_at": "2026-05-02T03:08:50.517656+00:00",
"reference_class_match": {
"decision": "keyword_filtered",
"computed_at": "