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Long term · 5–10 year horizon

For Roth IRA money you won't touch until retirement. Built around tax-free compounding.

Why this timeframe

Markets are messy short-term, predictable long-term. Structural shifts (demographics, AI, energy transition) play out over decades.

Hit rate reality

Hit rate 70%+ on quality businesses, even higher on indices. The long arc bends toward growth. The hard part is not selling during 30% drawdowns.

The math advantage

In a Roth, every dollar of gain is yours — no tax on growth, no tax on withdrawal. Compounding tax-free for 30+ years is the single biggest math edge retail investors get.

Roth portfolio buckets

Foundation (60–80% of Roth)

Boring on purpose. Broad index funds you'll thank yourself for at 35.

Total US market + international + bonds. Set, forget, rebalance yearly. Roth = tax-free compounding forever.

Thematic — Power & AI infrastructure

Energy + data center buildout is a 20-year story.

Hyperscalers need power. Utilities, nuclear operators, electrical infrastructure all benefit.

Thematic — Semis picks-and-shovels

Whoever wins AI, they all need chips.

ASML has a literal monopoly on EUV. TSM is the only one fabbing leading-edge at scale.

Thematic — Nuclear renaissance

First new build cycle in 40 years. Long lead times = long-term thesis.

Uranium miner + reactor builder + operator + enricher. Four different exposures to one thesis.

Speculative bucket (≤5%)

Money you can afford to lose. Quantum, junior miners, frontier biotech.

Treat like venture capital. Expect 80% drawdowns. The winners pay for the losers.

Long-term theses

US semiconductor reshoring is irreversible

CHIPS Act is just the down payment. Geopolitics + AI demand = decade of fab buildout in US.

Nuclear renaissance: first new build cycle in 40 years

AI data centers need 24/7 baseload power. Nuclear is the only carbon-free option that delivers it.

Critical minerals decoupling from China

US wants supply chain independence. Rare earths + lithium + uranium are the chokepoints.

Quantum compute: the speculative moonshot

Real revenue is 5+ years out. Stocks trade on roadmap milestones, not earnings. Treat as venture.

Industrial robotics + humanoid moonshot

Reshoring needs automation. Aging population needs labor substitutes. Humanoid is 5+ years out but real.

Long-term relevant news

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