Solar panels will be delivered by drones and installed by robots
Predictor: Dave Blundin · ep#247 "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247" · source
Prediction text
Solar panels will be delivered by drones and installed by robots | You'd expect that a drone would bring it and drop it right there and then a robot would land and install it and it would be done you know perfectly with no human involvement and that's that's so doable.
Verbatim quote
You'd expect that a drone would bring it and drop it right there and then a robot would land and install it and it would be done you know perfectly with no human involvement and that's that's so doable.
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
- 2026-03-20hitTerabase Terafab 24/7 autonomous solar construction system commercially deployedHow: Terabase Energy announces Terafab — 24/7 robotic solar construction line installing on 2-minute cycle (~20 MW/week capability) — is shipping to commercial buyersSource: https://electrek.co/2026/03/20/a-24-7-solar-farm-building-robot-just-hit-the-market/conf 95%Notes: HIT — autonomous solar 'farm-building robot' commercially available.
- 2026-03-15hitAES Maximo robot installs 100 MW of solar capacity (lifetime)How: AES publicly reports its Maximo autonomous solar installation robot has installed cumulative ≥100 MW of solar capacity, with version 3 handling >1 module/minute and 24-modules-per-shift-hour-per-personSource: https://www.therobotreport.com/aes-maximo-robot-installs-100-megawatts-of-solar-capacity/conf 95%Notes: HIT — robot-installed solar at scale already exists.
- 2026-12-31pendingLuminous Lumi 4 robots complete Australia 250 MW solar farm install with most panels robot-installedHow: Luminous Robotics confirms completion of 250 MW Australian solar facility with 'most' of ~600,000 panels installed by Lumi 4 robots — proof point for robot-led panel placement at utility scaleSource: https://www.massrobotics.org/ai-powered-robots-install-solar-panels-faster-than-any-humans/conf 85%
- 2027-01-01 → 2028-12-31pendingDrone delivery of construction material to active solar build site documented at scaleHow: Major drone-delivery operator (Zipline, Wing, Matternet, Joby+heavy-cargo) demonstrates routine delivery of solar panels or BOS components to active construction site — first leg of the drone-delivers-robot-installs visionSource: FAA Part 137/135 advisories, FAA UAS waiver list, operator press releasesconf 45%Notes: Drone delivery is the weaker leg of the prediction — current installs use ground-based robots.
- 2027-06-01 → 2029-06-30pendingFirst end-to-end drone-deliver + robot-install solar deployment with zero human field laborHow: Solar developer or robotics vendor demonstrates an end-to-end deployment where panels are delivered by drone AND installed by autonomous robots with zero human on-site field labor, even at small (≥1 MW) scaleSource: Solar Power World, PV Magazine, Greentech Media coverageconf 30%Notes: Cascade — direct literal test of the Blundin prediction.
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 | 0.600 | -0.088 |
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.600 | 0.050 | -0.076 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.600 | 0.050 | -0.075 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.600 | -0.060 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.050 |
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 | -0.029 |
| prereq | 242_023 World will have 10x more wealth around 2034-2036 — Dave Blundin | 34.2% | 0.600 | 0.050 | -0.023 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.013 |
| 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 | -0.004 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | +0.000 |
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=5ak26W2YNRY",
"mode": "ASPIRATION",
"role": "Host",
"context": "a drone would bring it and drop it right there and then a robot would land and install it",
"to_year": 2030,
"verbatim": "You'd expect that a drone would bring it and drop it right there and then a robot would land and install it and it would be done you know perfectly with no human involvement and that's that's so doable.",
"conv_cues": "so doable",
"direction": "HAPPEN",
"from_year": 2027,
"timeframe": "Future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Terabase Terafab 24/7 autonomous solar construction system commercially deployed",
"notes": "HIT — autonomous solar 'farm-building robot' commercially available.",
"source": "https://electrek.co/2026/03/20/a-24-7-solar-farm-building-robot-just-hit-the-market/",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.95,
"source_url": "https://control.com/news/autonomous-robots-install-solar-panels-3-times-faster/",
"expected_date": "2026-03-20",
"observed_date": "2026-03-20",
"research_origin": "deep_research",
"measurement_criterion": "Terabase Energy announces Terafab — 24/7 robotic solar construction line installing on 2-minute cycle (~20 MW/week capability) — is shipping to commercial buyers"
},
{
"kind": "llm_pre_event",
"label": "AES Maximo robot installs 100 MW of solar capacity (lifetime)",
"notes": "HIT — robot-installed solar at scale already exists.",
"source": "https://www.therobotreport.com/aes-maximo-robot-installs-100-megawatts-of-solar-capacity/",
"status": "hit",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.renewableenergyworld.com/solar/utility-scale/meet-maximo-the-ai-enabled-solar-installation-robot/",
"expected_date": "2026-04-15",
"observed_date": "2026-03-15",
"research_origin": "deep_research",
"measurement_criterion": "AES publicly reports its Maximo autonomous solar installation robot has installed cumulative ≥100 MW of solar capacity, with version 3 handling >1 module/minute and 24-modules-per-shift-hour-per-person"
},
{
"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": -8,
"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": -7,
"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": -6,
"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": -5,
"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": "pendi
... (truncated)