Gated predictions on AI/robotics Γ cost of living
30 trigger-event gates with researched timeline distributions (P10/P50/P90), evidence syntheses, and decision implications for a 1β10 year horizon.
How to read the atlas above: each gate sits on a shared year axis β the bar is its P10βP90 interval (10thβ90th percentile) and the glowing dot is the P50, the best-guess year, colored sooner β deeper. Hover a gate for its forecast, click to open the full research, or switch to Web to trace how the gates enable one another. Browse the cards below, or jump to the cross-gate synthesis.
Gates
30 gates Β· sorted by P50Each row is one gate β a measurable trigger event we forecast.
The dot is our best-guess year (P50); the bar spans P10 β P90 (80% chance the gate is met inside it). Wider bar = more uncertain.
Sorted by P50, soonest first. Click any row for the full research.
AI agent autonomously handles 30%+ of a typical knowledge-work job
SWE-bench Pro (Scale AI, contamination-resistant) cleared: Claude Mythos Preview 77.8% / Claude Fable 5 80.3% as of June 2026 β sub-gate swe-bench-pro-75pct resolves ~1yr ahead of schedule. METR 50% time horizon confirmed ~14h (public models, Feb 2026) with ~7-month doubling rate sustaining β 40h crossing (metr-time-horizon-1-week) on track for early 2027, ~1yr ahead of prior P50 2028. Both binding sub-gates shifting 1yr earlier cascades main P50 from 2029β2028. β https://labs.scale.com/leaderboard/swe_bench_pro_public; https://metr.org/blog/2026-1-29-time-horizon-1-1/
LME copper cash settlement sustains at or above each of $12,000 / $15,000 / $20,000 / $25,000 per tonne (β₯1 quarter average)
Mass-market general-purpose humanoid robot reaches < $20,000 retail in an OECD market
Re-analysis after humanoid-10m-households gate was added; P50 pulled in one year (2029β2028) because 1X Hayward factory began production April 30 with 10,000-unit first year sold out in five days at $20k, Figure 03 disclosed a $400-600/mo home lease + a 24-hour fully autonomous Helix-02 run May 13, NEO + Unitree R1 ($4,900) + Unitree G1 ($13,500 direct) collectively meet the price + consumer-availability bar today under a liberal reading, and Metaculus community probability for sub-$20k general-purpose-robot-by-2030 jumped from ~30% to 79%. P90 also narrowed (2034β2033) reflecting reduced tail risk on the cost-curve side.
Spot gold first prints at or above each of $6,000 / $7,000 / $8,000 / $10,000 per ounce (COMEX front-month)
Gold broke sustainably below the $4,200 re-flag threshold. Intraday $3,959 on June 24, 2026 (first sub-$4,000 print since November 2025); spot $4,055β$4,091 on July 2, 2026 [43][45]. Q2 2026 was gold's worst quarter since Q2 2013, declining ~16% from the ~$4,700 Q2 entry [41][50]. Death cross formed β 50-day MA crossed below 200-day MA β first since October 2023 [45]. Major macro shift: Fed Chair Warsh's June 17 FOMC meeting stripped the easing bias with 9/18 officials projecting a 2026 rate hike and September hike probability rising to ~67β70%; BofA now projects three 2026 rate hikes lifting the benchmark to 4.25β4.5% from 3.5β3.75% [44][47]. Goldman Sachs cut its year-end 2026 gold target from $5,400 to $4,900 on June 21, removed all 2026 Fed rate cuts, pushed first easing to June 2027, and warned of further downside to $4,400 in the rate-hike scenario [42]. WGC mid-year 2026 outlook projects H2 gold rangebound Β±5% around $4,100 with upside capped near $4,500β$5,000 only on strong catalysts [40]. The June-14 US-Iran deal partially unwound the geopolitical war premium, as this gate's bear case forecast [commodity-wti-downside priced-in note]. Structural floor remains intact: CB net purchases 244t in Q1 2026 (+3% YoY), 17t in April (resumed after tactical volatility), and WGC 2026 survey shows record 45% of CBs plan to increase holdings [46]. All canonical tier P50s shift +1 year; confidence reduced from medium to low given death cross, worst quarter since Q2 2013, active rate-hike probability, and Goldman's downside warning.
U3O8 spot sustains at or above each of $100 / $150 / $200 / $300 per lb (β₯1 quarter)
WTI crude front-month trades at or below each of $55 / $50 / $40 per barrel (first touch)
US-Iran deal lands. WTI fell ~6% to ~$75.5/bbl on Jun 16 2026 (lowest since early March) as the war premium unwound on the Jun 14 US-Iran agreement: the US lifted its naval blockade, Hormuz reopens toll-free, and an MOU is signed Jun 19 in Switzerland [27][28]. Goldman, Morgan Stanley and Citi cut forecasts post-deal but to a *floor*, not a collapse β Goldman WTI ~$70 / Brent $75 for 2027 with a security-premium floor and risks 'tilted to the upside', Citi the low outlier at Brent $65 (~WTI $60); Goldman now sees full Gulf export recovery by end-July 2026 and a 3.2 Mbpd 2027 surplus [29][30]. The June EIA STEO is essentially unchanged from May ($79 Brent avg 2027, ~$68-70 WTI). Canonical $50-tier P50 stays 2029 and confidence stays medium: this deal is the exact scenario already priced into the gate (the #1 key_dependency and the May TL;DR both assumed a clean summer-2026 deal and a normalization to ~$73 β the post-deal analyst floor near $70 is if anything slightly *above* what was baked in, and the $50 *overshoot* still needs the unchanged demand-side leg). The change this refresh does warrant is the $55 sub-gate 2028β2027: faster Hormuz reopening + a confirmed surplus put $55 inside the 2027 analyst downside band, exactly as the #1 dependency pre-registered ('$55 by 2027'). The widely-cited '$52 WTI / $51 Brent' figures are stale β Goldman's $52 was a Nov-2025 pre-war number; no current STEO or bank forecast prints Brent $51 for 2026-27.
Robotaxi reaches profitable unit economics in 5+ US cities
AI tutor matches human teacher on K-8 metrics at < $20/month
Henry Hub natural gas annual-average spot crosses each of $4 / $5 / $7 / $10 per MMBtu
EV/robot BOM drops 30% via Li + REE supply diversification
eVTOL air-taxi service exceeds 1,000 paid trips/day in a major OECD city
First commercial SMR in OECD providing baseload
Autonomous trucking + last-mile delivery cuts labor share of freight cost by β₯ 30%
Residential solar+storage < $0.04/kWh delivered
Humanoid robots build a factory that manufactures more humanoid robots
Re-analysis after humanoid-10m-households was added; P50 pulled in by one year because (a) Figure explicitly confirmed Figure 03 units are now performing component assembly inside BotQ (not only logistics), (b) NVIDIA GR00T N1.7 introduced the first dexterity scaling law on 20k+ hours of human video, and (c) IDTechEx's May 2026 model puts humanoid payback at 6 months under high utilization in 2026 β collectively tightening the BoM-and-capability stack that gates self-build economics. The new humanoid-10m-households gate is synergistic (volume demand creates factory pull) but not on the critical path.
Autonomous robot crew drop-deployed on empty land produces positive ROI in 24 months
Humanoid robots reach 10 million units sold to households globally (cumulative)
Cell-cultured beef at retail price parity with conventional ground beef
State-ban update. South Dakota became the 8th US state to ban cultivated meat (SB124 β a 5-year moratorium after Gov. Rhoden vetoed an indefinite version), and Mississippi became the first state to ban cultivated *dairy* (HB1153, signed 23 Mar 2026, effective 1 Jul 2026) on top of its existing 2024 meat ban. The 11th Circuit's March-2026 affirmation of Florida's ban (surviving federal preemption) makes these statutes durable, and the category-ban model is now broadening beyond meat β P90 bear tail nudged 2045β2046. Central P50 held at 2036: at 8 states the count is still below the 12-15-state threshold the gate models as the +2y trigger, and accelerants (Mission Barns' on-track Q3-2026 Sprouts launch) offset. Confidence stays low.
Construction-automation cuts new-home labor cost by β₯40%
US civilian unemployment rate above 10% for 12 consecutive months
Operational moon base: 10 people on the Moon at the same time for 30 days
Quantum computer uses Shor's algorithm to factor a 2,048-bit RSA integer
Cucumber retail price drops by 80% from 2026 baseline
Re-analysis after home-grown-veg-beats-store was added; P50 unchanged at 2042, P10 pulled in by one year (2034β2033) on stronger 2026 enablers (US-Israel ag deal in force, EDF NIS 0.065/kWh solar PPA β lowest ever, agrivoltaic framework approved, robotic-harvest seed wave), P90 pulled in by two years (2055β2053) because home-grown demand-side substitution now applies a (modest) ceiling on retail margins. Same-week Carrefour 'Basket of Israel' data showing competing chains raising prices rather than matching cuts confirms structural stickiness β P50 doesn't move.