The Lens · Educational

Learn the concepts. Use the tools.

Every term Dragonfly uses, explained in plain English by people who remember what it was like to not know what they meant. No jargon left untranslated. No assumed knowledge. Walk through one a week and within a few months you'll read a Bloomberg headline the way a portfolio manager does.

Concepts
Concept

The one number that picks the AI winners

The AI race won't be won by the smartest model — it'll be won by whoever delivers intelligence the cheapest, and that comes down to energy. The metric (intelligence per watt) that quietly reorders who profits from the buildout.

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Concept

What is a catalyst?

Why some news moves stocks and most news doesn't. The difference between a real catalyst and noise — and why convergence is the actual signal.

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Concept

How market regimes work

TRENDING, CHOPPY, CRISIS — what each one means, how VIX defines them, and why the same strategy can win in one and lose in another. The single most underappreciated lever in investing.

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Concept

Reading a conviction score

The 0-100 conviction score, walked through line by line. Seven components that build the upside, three fragility penalties that cap it, and how to read the hover-breakdown on any real signal card.

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Concept

Buy & hold vs exit strategies

We backtested every "smart exit" you can imagine — trailing stops, profit targets, time-based exits. The data was unambiguous. Here's what we found, by how much, and why we don't try to time exits anymore.

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Concept

Real inflation vs the official 3%

What CPI actually measures (and what it leaves out), what alternative methodologies (Chapwood, ShadowStats, Truflation, MIT Billion Prices) show, and why a 7% return at official inflation isn't the same as a 7% return at real-life inflation.

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Concept

Decade-by-decade portfolio comparison

What a 60/40 portfolio actually did from 1970–today, decade by decade. Real and nominal returns. The "lost decade" that wasn't really lost. The decade everyone forgets (hint: not the 2000s).

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Interactive tools
Interactive

What a subscription costs you

Move the sliders. See what any recurring subscription (Netflix, Spotify, Dragonfly, anything) costs in opportunity-compounded dollars over 10/20/30 years. The math most pricing pages don't show.

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Interactive

Compounding, visualized

Watch the curve. Notice how the last decade of growth dwarfs the first four. The most important math in personal finance, finally shown instead of just described.

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Deep dives
Deep dive · New

The SpaceX IPO, Explained

The biggest IPO in history, explained from scratch — Starlink, the Tesla convergence, Terafab, Macrohard, and a full map of who profits and who's at risk. Every term hover-to-define. Built to be a reference.

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Deep dive · New

SpaceX: The Complete Picture — Every Lever That Moves SPCX

After the xAI merger, SpaceX is four companies in one: launch + Starlink + defense + AI compute (Anthropic pays $1.25B/mo, Google $920M/mo). Who owns it, every revenue stream, the full variable board, the Elon effect, and the honest risks — sourced.

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Deep dive · New

The SpaceX IPO Aftermath: Mechanics Nobody's Pricing

SPCX lists June 12 — but the moves that matter come after: forced Nasdaq-100 index buying (~day 15), a tiny float + squeeze, why the S&P 500 sits out, and the lockup flood months later. The supply-and-demand timeline of the biggest IPO ever.

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Forward look · New

What Happens After the SpaceX IPO

The IPO is the starting gun, not the finish line. The likely 3-act sequence next + the full private pipeline lining up to follow — Cohere, Figure, Anduril, Shield AI, LeoLabs, fusion. Mapped from our watchlist.

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Frontier · New

The Off-Earth Economy

Compute, mining, and manufacturing are starting to leave the planet — and they're one connected loop. The convergence, the realistic timeline, and who's building it (Starcloud, AstroForge, Interlune, SpaceX).

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Deep dive · New

Stripe, Tempo & the Stablecoin Land Grab

A $92B private company built its own blockchain and is letting any business print a dollar — the "AWS for money." What's real, what's viral hype, and who profits (CRCL, COIN, PYPL, V, MA). The facts, separated from the conspiracy.

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Contrarian · New

The Real AI Bottleneck Isn't Chips — It's the Wire

Everyone's crowded into AI power generation. The actual chokepoint is delivery — transformers with 4-year waits, grid interconnect, the gear inside the data center. The contrarian map of who profits (ETN, PWR, GEV, VRT, MU).

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Framework · New

Real Demand or Malinvestment? The Austrian Lens on the AI Boom

Four companies will spend $725B on AI infrastructure this year. A 100-year-old framework — the one that called railway mania and the fiber bust — asks the only question that matters, and names the signals that will answer it.

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Resource · New

The Supervolcano Under the Battery Supply Chain

McDermitt Caldera may hold the largest lithium deposit on Earth — and the US government literally owns a piece of the first mine. The full honest map: Thacker Pass, the unproven chemistry, and the upside ladder (LAC, JNDAF, ALB).

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Frontier · New

The Merge Already Started — the Human-Machine Decade

Machines are growing muscles (1,000 fluid-filled fibers) and brains are getting ports (12+ implant patients, first FDA approval racing for 2027). Your phone was the prosthetic all along — here's the honest map of the attachment: four timelines, the bandwidth problem, and who profits.

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Deep dive · New

The Picks Behind the Picks — Who the AI Buildout Really Depends On

Everyone owns the obvious shovels. We went one layer deeper: who the shovel-makers themselves depend on — the single-point-of-failure suppliers under chips, robots, magnets and satellites, and the cap-table signal that spots them early. A research map, every name flagged.

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Myth vs reality · New

Do AI Data Centers Really "Waste" Water?

Half true, half myth — it depends entirely on the cooling method and the watershed. The best operators now use almost none (Amazon 0.12 L/kWh), and the heat they reject is becoming a product. The honest map, every number sourced.

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The skill · New

How to Read a Dividend Without Getting Trapped

A 12% yield looks like free money — it's usually a warning. The four checks that separate a dividend you can trust from a trap (and the one filter that does the most work), the framework behind our Income watchlist. Plain English.

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The restart wave · New

AI Is Reopening Dead Nuclear Plants

A reactor that shut in 2019 is restarting — to power Microsoft's AI. Canada refurbished one seven months early and under budget. AI's bottomless demand for clean, 24/7 power is reviving nuclear in real time — who profits (uranium, enrichment, the utilities), and the honest multi-year timelines.

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Myth vs reality · New

Is Sodium-Ion the End of the Lithium Trade?

Sodium is 300x cheaper than lithium and CATL says its batteries are "mainstream-ready." The "lithium is doomed" takes wrote themselves — but the honest answer is a segmentation story: sodium wins cheap grid storage, lithium keeps premium EVs. Which exposure actually loses, and the second-order winner.

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The pivot being mispriced · New

The Miners Quietly Becoming AI Landlords

A bitcoin miner just signed a $220M deal to run AI for Bell Canada and Cohere. The quiet rotation — crypto miners with cheap power and ready data centers turning into AI compute landlords — who's really pivoting, who's just pumping, and the honest risks.

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The next bottleneck · New

The Next Bottleneck Isn't Silicon. It's Light.

For 50 years the limit was "more transistors." That era is ending — the wall moved to moving data between chips, and the energy it burns. Why co-packaged optics is the most important hardware shift of the decade, who profits, and an honest moonshot ladder (optical computing, superconductors, quantum).

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Myth vs reality · New

The CPU Comeback: Why AI Agents Put the CPU Back in Charge

Everyone wrote off the CPU when GPUs won training. Then AI became agents — and a huge share of the work turned out to be logic, not math. Why the "boring" chip is the surprise winner of the agent era, what "CPU comeback" really means (ARM, not x86), and who profits.

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Framework · New

How to Read a Company Before Wall Street Can

Companies seem to "come from nowhere" — they don't. The x-ray framework for a private or emerging company's real backers, integrity and likely trajectory, plus the honest method we use to decide what's actually true. The companion to our supply-chain maps.

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Contrarian · New

The Humanoid Robot Race Is Really an Actuator-Cost Race

The AI brain gets the headlines, but Morgan Stanley pegs 56% of a humanoid robot's cost in the actuators — the gearbox, the roller screw, the magnet. The real pick isn't the robot, it's the part inside the joint. Who profits, who's exposed, every number sourced.

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Myth vs reality · New

Did AMD Just Kill the AI Subscription?

A mini PC ran a 235B model with no cloud, and the internet declared subscriptions dead. The chip is real, the demo is real — but here's what "killed subscriptions" leaves out (mixture-of-experts, quantization, ~11 tokens/sec), and who actually profits from AI moving to the edge.

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Framework · New

How to Read IPO Hype Without Getting Played

A trillion-dollar IPO spawns a wave of confident takes — a viral valuation, a seductive analogy, a can't-miss playbook. Most are engineered to move you. The honest checklist for telling signal from bait, built from this week's real SpaceX examples.

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Live trackers & the archive
Live tracker

The AI IPO Wave tracker

SpaceX, OpenAI, Anthropic, Cerebras, Quantinuum — the whole wave. Live candlesticks, lockup countdowns, the cycle overlay, share-structure comparison, and our scenario read on where each could land.

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Archive

The Lens Archive — every call, graded

Every newsletter we publish, kept on the record and scored against what actually happened — including where we were wrong. The verifiable track record, not a highlight reel.

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The promise

This section will grow. Every concept Dragonfly references on a signal card, in an email, or on the dashboard gets its own plain-English article here. If you read something on the platform and don't know what it means, that's a bug — tell us. We'll write the explainer.