US crime rates should continue to decline due to location services and surveillance.
Predictor: Dave Blundin · ep#231 "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231" · source
Prediction text
US crime rates should continue to decline due to location services and surveillance. | The crime rate in the US has plummeted. I mean, absolutely plummeted. And it's due to two things. Location services, knowing where all police are at all times, better control of location, and then after that surveillance. Uh, and so that is the good side effect. Crime rates should continue to go.
Verbatim quote
The crime rate in the US has plummeted. I mean, absolutely plummeted. And it's due to two things. Location services, knowing where all police are at all times, better control of location, and then after that surveillance. Uh, and so that is the good side effect. Crime rates should continue to go.
Predictor: Dave Blundin
Calibration plot (stated vs observed)
Evidence about this node from Dave Blundin 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
- 2026-06-01 → 2028-06-30pendingMajor US city deploys AI surveillance/predictive-policing at scale (Blundin's mechanism)How: NYC, LA, Chicago, Houston, or Phoenix announces production deployment of AI-driven surveillance/predictive policing covering >50% of patrol footprint, with public budget line >=$50M and city-council disclosed metricsSource: Blundin's causal mechanism is location services + surveillance; scale-out is leading signal for 2028 outcomeconf 55%
- 2026-06-01 → 2028-06-30pendingPrivacy/civil-liberties pushback creates state-level surveillance restrictionsHow: 3+ US states enact laws restricting facial-recognition, license-plate readers, or location-data sharing by police, narrowing surveillance footprint described in Blundin claimSource: Counter-mechanism — if surveillance is restricted before 2028 the causal chain breaksconf 65%
- 2027-07-01 → 2027-09-01pendingReal-Time Crime Index midyear 2027 confirms or reverses 2025 record declineHow: RTCI midyear 2027 tally across ~600 jurisdictions shows direction of crime trend vs 2026; sustained decline = thesis support, +5% reversal = thesis miss leading signalSource: RTCI tracks ~600 jurisdictions in near-real-time; midyear is earliest large-sample directional readconf 80%
- 2027-09-01 → 2027-12-31pendingFBI UCR 2026 annual data shows continued violent-crime decline OR reversesHow: FBI Crime in the Nation 2026 release shows national violent-crime rate change vs 2025; either decline of >=2% (continuation) or rise of >=2% (reversal). Murder is the cleanest sub-indicator.Source: FBI 2024 violent crime -4.5%, murder -14.9%; 2025 RTCI shows ~20% murder drop; 2026 reversal predicted by some analystsconf 85%Notes: Direct continuation test of Blundin's 'should continue to decline' claim.
- 2028-09-01 → 2028-12-31pending2028 violent crime rate published by FBI shows confirmed directionHow: FBI 2027 final or 2028 preliminary UCR data published, showing aggregate violent crime rate per 100k vs 2025 baseline (368.9/100k pre-2024 decline). Sustained <320/100k = hit, >380/100k = miss.Source: Definitive observation point — 2028 rate is the prediction's resolutionconf 95%
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
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.550 | -0.079 |
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.550 | 0.050 | -0.069 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.550 | 0.050 | -0.068 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.550 | -0.054 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.046 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 232_057 First person to arrive on moon/Mars will find bed made by Op — Dave Blundin | 34.8% | 0.600 | 0.050 | -0.052 |
| prereq | 242_023 World will have 10x more wealth around 2034-2036 — Dave Blundin | 34.2% | 0.600 | 0.050 | -0.045 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.037 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.028 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.024 |
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 | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
| prereq | 232_057 | First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. | Robotics | — |
| prereq | 242_023 | World will have 10x more wealth around 2034-2036 | Macro/Economy | — |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=HklyjXKYFng",
"mode": "PREDICTION",
"role": "Host",
"context": "The crime rate in the US has plummeted...and it's due to two things. Location services, knowing where all police are at all times, better control of location, and then after that surveillance. Uh, and so that is the good side effect. Crime rates should continue to go.",
"to_year": 2030,
"verbatim": "The crime rate in the US has plummeted. I mean, absolutely plummeted. And it's due to two things. Location services, knowing where all police are at all times, better control of location, and then after that surveillance. Uh, and so that is the good side effect. Crime rates should continue to go.",
"conv_cues": "should continue",
"direction": "DOWN",
"from_year": 2026,
"timeframe": "future",
"conv_level": "MEDIUM",
"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": -9,
"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": -8,
"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": -7,
"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": -6,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
"status": "pending",
"weight": 0.5,
"ordinal": -5,
"source_id": "SEM_015",
"expected_date": "2026-06-25",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Major US city deploys AI surveillance/predictive-policing at scale (Blundin's mechanism)",
"source": "Blundin's causal mechanism is location services + surveillance; scale-out is leading signal for 2028 outcome",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.55,
"expected_date": "2027-06-16",
"research_origin": "training",
"expected_date_range": {
"to": "2028-06-30",
"from": "2026-06-01"
},
"measurement_criterion": "NYC, LA, Chicago, Houston, or Phoenix announces production deployment of AI-driven surveillance/predictive policing covering >50% of patrol footprint, with public budget line >=$50M and city-council disclosed metrics"
},
{
"kind": "llm_post_event",
"label": "Privacy/civil-liberties pushback creates state-level surveillance restrictions",
"source": "Counter-mechanism — if surveillance is restricted before 2028 the causal chain breaks",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.65,
"expected_date": "2027-06-16",
"research_origin": "training",
"expected_date_range": {
"to": "2028-06-30",
"from": "2026-06-01
... (truncated)