πŸ”­ Futures
ACQUIRING SIGNAL
FUTURES // GATE ATLAS

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 1–10 year horizon.

How to read the atlas above: each gate sits on a shared year axis β€” the bar is its P10–P90 interval (10th–90th 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 P50
How to read each row
2027
2030
2033
2036
P10 2026
P50 2029
P90 2034

Each 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

draft conf: medium
P50 pulled in by 1 year
2026-05-13 β†’ 2026-06-16
P502029 β†’ 2028 (P10 2027 β†’ 2027, P90 2034 β†’ 2033)

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 2029β†’2028. β€” https://labs.scale.com/leaderboard/swe_bench_pro_public; https://metr.org/blog/2026-1-29-time-horizon-1-1/

labor education travel
2027
2030
2033
2036
2040
2045
2050
P10 2027
P50 2028
P90 2033
24 sources updated 2026-06-16

LME copper cash settlement sustains at or above each of $12,000 / $15,000 / $20,000 / $25,000 per tonne (β‰₯1 quarter average)

draft conf: medium
metals commodities utilities housing
2027
2030
2033
2036
2040
2045
2050
P10 2026
P50 2028
P90 2031
22 sources updated 2026-05-25

Mass-market general-purpose humanoid robot reaches < $20,000 retail in an OECD market

draft conf: medium
P50 pulled in by 1 year
2026-05-13 β†’ 2026-05-24
P502029 β†’ 2028 (P10 2026 β†’ 2026, P90 2034 β†’ 2033)

Re-analysis after humanoid-10m-households gate was added; P50 pulled in one year (2029β†’2028) 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 (2034β†’2033) reflecting reduced tail risk on the cost-curve side.

housing childcare labor
2027
2030
2033
2036
2040
2045
2050
P10 2026
P50 2028
P90 2033
30 sources updated 2026-05-24

Spot gold first prints at or above each of $6,000 / $7,000 / $8,000 / $10,000 per ounce (COMEX front-month)

draft conf: low
P50 pushed out by 1 year
2026-05-25 β†’ 2026-07-02
P502028 β†’ 2029 (P10 2027 β†’ 2028, P90 2031 β†’ 2032)

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 $4,055–$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 ~67–70%; BofA now projects three 2026 rate hikes lifting the benchmark to 4.25–4.5% from 3.5–3.75% [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 $4,500–$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.

metals commodities
2027
2030
2033
2036
2040
2045
2050
P10 2028
P50 2029
P90 2032
50 sources updated 2026-07-02

U3O8 spot sustains at or above each of $100 / $150 / $200 / $300 per lb (β‰₯1 quarter)

draft conf: medium
metals commodities utilities energy
2027
2030
2033
2036
2040
2045
2050
P10 2027
P50 2029
P90 2034
22 sources updated 2026-05-25

WTI crude front-month trades at or below each of $55 / $50 / $40 per barrel (first touch)

draft conf: medium
P50 unchanged
2026-05-25 β†’ 2026-06-17
P502029 β†’ 2029 (P10 2027 β†’ 2027, P90 2034 β†’ 2034)

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 2028β†’2027: 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.

utilities commodities travel
2027
2030
2033
2036
2040
2045
2050
P10 2027
P50 2029
P90 2034
26 sources updated 2026-06-17

Robotaxi reaches profitable unit economics in 5+ US cities

draft conf: medium
travel labor housing education
2027
2030
2033
2036
2040
2045
2050
P10 2027
P50 2029
P90 2034
28 sources updated 2026-05-18

AI tutor matches human teacher on K-8 metrics at < $20/month

draft conf: medium
education childcare labor
2027
2030
2033
2036
2040
2045
2050
P10 2028
P50 2031
P90 2036
24 sources updated 2026-05-18

Henry Hub natural gas annual-average spot crosses each of $4 / $5 / $7 / $10 per MMBtu

draft conf: medium
utilities commodities energy housing
2027
2030
2033
2036
2040
2045
2050
P10 2028
P50 2031
P90 2038
37 sources updated 2026-05-25

EV/robot BOM drops 30% via Li + REE supply diversification

draft conf: medium
metals housing travel labor
2027
2030
2033
2036
2040
2045
2050
P10 2028
P50 2031
P90 2037
18 sources updated 2026-05-18

eVTOL air-taxi service exceeds 1,000 paid trips/day in a major OECD city

draft conf: medium-low
travel labor
2027
2030
2033
2036
2040
2045
2050
P10 2029
P50 2032
P90 2038
18 sources updated 2026-05-18

First commercial SMR in OECD providing baseload

draft conf: medium
utilities labor metals
2027
2030
2033
2036
2040
2045
2050
P10 2030
P50 2032
P90 2037
22 sources updated 2026-05-18

Autonomous trucking + last-mile delivery cuts labor share of freight cost by β‰₯ 30%

draft conf: medium
travel labor food food-availability housing
2027
2030
2033
2036
2040
2045
2050
P10 2030
P50 2033
P90 2040
22 sources updated 2026-05-18

Residential solar+storage < $0.04/kWh delivered

draft conf: medium
utilities housing travel labor metals
2027
2030
2033
2036
2040
2045
2050
P10 2030
P50 2033
P90 2040
18 sources updated 2026-05-13

Humanoid robots build a factory that manufactures more humanoid robots

draft conf: low
P50 pulled in by 1 year
2026-05-13 β†’ 2026-05-24
P502035 β†’ 2034 (P10 2031 β†’ 2031, P90 2043 β†’ 2042)

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.

labor metals housing food food-availability travel
2027
2030
2033
2036
2040
2045
2050
P10 2031
P50 2034
P90 2042
32 sources updated 2026-05-24

Autonomous robot crew drop-deployed on empty land produces positive ROI in 24 months

draft conf: low
metals food food-availability labor housing utilities
2027
2030
2033
2036
2040
2045
2050
P10 2030
P50 2035
P90 2045
18 sources updated 2026-05-13

Humanoid robots reach 10 million units sold to households globally (cumulative)

draft conf: medium
housing childcare labor
2027
2030
2033
2036
2040
2045
2050
P10 2031
P50 2035
P90 2043
26 sources updated 2026-05-24

Cell-cultured beef at retail price parity with conventional ground beef

draft conf: low
P50 unchanged
2026-05-13 β†’ 2026-06-11
P502036 β†’ 2036 (P10 2032 β†’ 2032, P90 2045 β†’ 2046)

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 2045β†’2046. 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.

food food-availability housing
2027
2030
2033
2036
2040
2045
2050
P10 2032
P50 2036
P90 2046
26 sources updated 2026-06-11

Construction-automation cuts new-home labor cost by β‰₯40%

draft conf: low
housing labor
2027
2030
2033
2036
2040
2045
2050
P10 2032
P50 2037
P90 2045
23 sources updated 2026-05-18

US civilian unemployment rate above 10% for 12 consecutive months

draft conf: low
labor finance governance
2027
2030
2033
2036
2040
2045
2050
P10 2030
P50 2038
P90 β†’ 2070
76 sources updated 2026-05-31

Operational moon base: 10 people on the Moon at the same time for 30 days

draft conf: low
travel governance labor
2027
2030
2033
2036
2040
2045
2050
P10 2034
P50 2039
P90 β†’ 2055
42 sources updated 2026-05-31

Quantum computer uses Shor's algorithm to factor a 2,048-bit RSA integer

draft conf: low
technology security finance
2027
2030
2033
2036
2040
2045
2050
P10 2033
P50 2039
P90 β†’ 2055
38 sources updated 2026-05-27

Cucumber retail price drops by 80% from 2026 baseline

draft conf: low
P50 unchanged
2026-05-13 β†’ 2026-05-24
P502042 β†’ 2042 (P10 2034 β†’ 2033, P90 2055 β†’ 2053)

Re-analysis after home-grown-veg-beats-store was added; P50 unchanged at 2042, P10 pulled in by one year (2034β†’2033) 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 (2055β†’2053) 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.

food food-availability housing labor
2027
2030
2033
2036
2040
2045
2050
P10 2033
P50 2042
P90 β†’ 2053
24 sources updated 2026-05-24

Home-grown vegetables (cucumber + 2 others) reach all-in cost parity with OECD supermarket prices for a household of 4

draft conf: medium
food food-availability utilities
2027
2030
2033
2036
2040
2045
2050
P10 2034
P50 2042
P90 β†’ 2058
22 sources updated 2026-05-24

FDA or equivalent authority approves a drug (or therapy) that halts or reverses biological aging in humans

draft conf: low
healthcare labor family housing
2027
2030
2033
2036
2040
2045
2050
P10 2037
P50 2048
P90 β†’ 2072
42 sources updated 2026-05-27

Operational Mars base: 10 people on Mars surface continuously for 1 month

draft conf: low
travel governance labor
2027
2030
2033
2036
2040
2045
2050
P10 2038
P50 2048
P90 β†’ 2075
32 sources updated 2026-05-31

Real global GDP crosses 1.5Γ— / 2Γ— / 3Γ— / 6Γ— of 2026 baseline (sustained β‰₯1 year)

draft conf: low
labor housing food utilities metals travel
2027
2030
2033
2036
2040
2045
2050
P10 2036
P50 2049
P90 β†’ 2080
26 sources updated 2026-05-24

Company owns territory and governs it: a baby born there carries a company passport

draft conf: low
governance labor housing travel
2027
2030
2033
2036
2040
2045
2050
P10 2045
P50 β†’ 2070
P90 β†’ 2120
42 sources updated 2026-05-27

Living person sustained for >1 week with full replacement of all body below the neck (head and spinal cord preserved)

draft conf: low
healthcare labor family
2027
2030
2033
2036
2040
2045
2050
P10 2055
P50 β†’ 2075
P90 β†’ 2110
38 sources updated 2026-05-31

Mars settlement reaches 10,000 simultaneous inhabitants

draft conf: low
travel governance housing labor
2027
2030
2033
2036
2040
2045
2050
P10 2055
P50 β†’ 2075
P90 β†’ 2150
42 sources updated 2026-05-31