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Quantabundance

Capital flows, we map it. Catch the moves before the crowd.

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I ran 12+ trading bots for a year. Here's what survived, what died, and what I learned.

I ran 12+ trading bots for a year. Here's what survived, what died, and what I learned.

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9 min read
Boost Run (BRUN): what it does, the $940M backlog, and the financing gap

Boost Run (BRUN): what it does, the $940M backlog, and the financing gap

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6 min read
Bloom Energy (BE) explained - solid-oxide fuel cells, datacenter power, and the 2.8 GW Oracle deal

Bloom Energy (BE) explained - solid-oxide fuel cells, datacenter power, and the 2.8 GW Oracle deal

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8 min read
Black Monday (1987): the worst day in Wall Street history that caused no depression

Black Monday (1987): the worst day in Wall Street history that caused no depression

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12 min read
Assignment, exercise, and rolling - expiration mechanics - options trading, chapter 15

Assignment, exercise, and rolling - expiration mechanics - options trading, chapter 15

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6 min read
Aschenbrenner Q1 2026 13F: $8.5B chip short (SMH/NVDA puts)

Aschenbrenner Q1 2026 13F: $8.5B chip short (SMH/NVDA puts)

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9 min read
Aschenbrenner portfolio (pre-13F): SNDK, LITE, INTC, COHR, BE

Aschenbrenner portfolio (pre-13F): SNDK, LITE, INTC, COHR, BE

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10 min read
Aschenbrenner 13F Follow-Up: Long Book Down 10-19% in 48 Hours

Aschenbrenner 13F Follow-Up: Long Book Down 10-19% in 48 Hours

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7 min read
Arm Holdings (ARM) - the CPU IP underneath every AI chip, and how the v9 royalty stepup works

Arm Holdings (ARM) - the CPU IP underneath every AI chip, and how the v9 royalty stepup works

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9 min read
Applied Optoelectronics (AAOI) - 800G transceivers and the hyperscaler bet

Applied Optoelectronics (AAOI) - 800G transceivers and the hyperscaler bet

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7 min read
The AI Supercycle: is it a bubble? Why railways and dot-com already answered

The AI Supercycle: is it a bubble? Why railways and dot-com already answered

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6 min read
AI IPO lockup expirations: CoreWeave, Circle, Cerebras & Nebius dates

AI IPO lockup expirations: CoreWeave, Circle, Cerebras & Nebius dates

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5 min read
Adobe (ADBE) explained - the AI-disruption trade, Firefly, and a 10x forward multiple

Adobe (ADBE) explained - the AI-disruption trade, Firefly, and a 10x forward multiple

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8 min read
Adobe (ADBE) Q2: AI-first ARR triples past $500M, FY26 guide raised

Adobe (ADBE) Q2: AI-first ARR triples past $500M, FY26 guide raised

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6 min read
The 12 AI bubbles, ranked by empirical realness

The 12 AI bubbles, ranked by empirical realness

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6 min read
Options risk management - the capstone checklist - options trading, chapter 16

Options risk management - the capstone checklist - options trading, chapter 16

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6 min read
The Greeks: theta and vega - why direction isn't enough - options trading, chapter 8

The Greeks: theta and vega - why direction isn't enough - options trading, chapter 8

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5 min read
The Greeks: delta and gamma - your option's directional exposure - options trading, chapter 7

The Greeks: delta and gamma - your option's directional exposure - options trading, chapter 7

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5 min read
Option premium: intrinsic vs extrinsic value, and why OTM options decay to zero - options trading, chapter 4

Option premium: intrinsic vs extrinsic value, and why OTM options decay to zero - options trading, chapter 4

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6 min read
Marvell (MRVL): what it does, how it makes money, and why it's the #2 in custom AI silicon

Marvell (MRVL): what it does, how it makes money, and why it's the #2 in custom AI silicon

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8 min read
OKX vs Coinbase for crypto derivatives: where the perp tape actually lives

OKX vs Coinbase for crypto derivatives: where the perp tape actually lives

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6 min read
Oklo (OKLO): what it does, how it plans to make money, and the licensing risk

Oklo (OKLO): what it does, how it plans to make money, and the licensing risk

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5 min read
NVIDIA vs custom ASICs - what TPU, Trainium, and MTIA actually do (and why most of them target inference, not training)

NVIDIA vs custom ASICs - what TPU, Trainium, and MTIA actually do (and why most of them target inference, not training)

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9 min read
NVIDIA's networking moat - why NVLink, Spectrum-X, and the Mellanox acquisition are the second product the market doesn't talk about

NVIDIA's networking moat - why NVLink, Spectrum-X, and the Mellanox acquisition are the second product the market doesn't talk about

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8 min read
NVIDIA's customer concentration - five buyers, half the revenue, and what happens if one of them in-houses

NVIDIA's customer concentration - five buyers, half the revenue, and what happens if one of them in-houses

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9 min read
NVIDIA's HBM bottleneck - why Blackwell shipments depend on three Korean fabs

NVIDIA's HBM bottleneck - why Blackwell shipments depend on three Korean fabs

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7 min read
The CUDA moat - why NVIDIA's software ecosystem defends the hardware monopoly long after AMD catches up

The CUDA moat - why NVIDIA's software ecosystem defends the hardware monopoly long after AMD catches up

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9 min read
NVIDIA's Blackwell Rubin roadmap - the annual cadence that priced the next $2T of market cap

NVIDIA's Blackwell Rubin roadmap - the annual cadence that priced the next $2T of market cap

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8 min read
Nvidia & AMD's China chip loophole just closed - and the demand math barely moves

Nvidia & AMD's China chip loophole just closed - and the demand math barely moves

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6 min read
Nifty Fifty (1972): the quality bubble, where the companies were great and the price was the mistake

Nifty Fifty (1972): the quality bubble, where the companies were great and the price was the mistake

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7 min read
Neoclouds ranked by risk-adjusted value: CoreWeave, Nebius, IREN, Applied Digital, SharonAI

Neoclouds ranked by risk-adjusted value: CoreWeave, Nebius, IREN, Applied Digital, SharonAI

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7 min read
Nebius (NBIS): what it does, the $50B Microsoft-Meta backlog, and the AI-utility read

Nebius (NBIS): what it does, the $50B Microsoft-Meta backlog, and the AI-utility read

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7 min read
Micron (MU) explained - DRAM, HBM, NAND, and the only US-listed pure-play memory bet

Micron (MU) explained - DRAM, HBM, NAND, and the only US-listed pure-play memory bet

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9 min read
HBM vs DRAM vs NAND: memory ranked by manufacturing difficulty

HBM vs DRAM vs NAND: memory ranked by manufacturing difficulty

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8 min read
Memory cyclicality - the supercycle that still has a cycle

Memory cyclicality - the supercycle that still has a cycle

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14 min read
Iron condors and strangles - defined-risk range trades - options trading, chapter 13

Iron condors and strangles - defined-risk range trades - options trading, chapter 13

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6 min read
The Iran war reaches the AI trade through the power bill, not the panic

The Iran war reaches the AI trade through the power bill, not the panic

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6 min read
After SpaceX: the 2026 IPO pipeline, ranked by what's actually filed

After SpaceX: the 2026 IPO pipeline, ranked by what's actually filed

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6 min read
Implied volatility explained - why being right can still lose - options trading, chapter 6

Implied volatility explained - why being right can still lose - options trading, chapter 6

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6 min read
IBM - the quantum foundry bet, and what a $278B incumbent actually does

IBM - the quantum foundry bet, and what a $278B incumbent actually does

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7 min read
IBKR Trader Workstation for systematic bots: the operational map nobody publishes

IBKR Trader Workstation for systematic bots: the operational map nobody publishes

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9 min read
Opening an IBKR account for your US LLC - documents, costs, and the market-data catch

Opening an IBKR account for your US LLC - documents, costs, and the market-data catch

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5 min read
Hyperscalers: the failed AI bubble (and why we publish failures)

Hyperscalers: the failed AI bubble (and why we publish failures)

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6 min read
Trading NVDA at 3 a.m.: how Hyperliquid's xyz stock perps work, and what they cost

Trading NVDA at 3 a.m.: how Hyperliquid's xyz stock perps work, and what they cost

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8 min read
Hyperliquid fees in 2026: the schedule, the tiers, and what the 4 % referral is worth

Hyperliquid fees in 2026: the schedule, the tiers, and what the 4 % referral is worth

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5 min read
Getting money off Hyperliquid: the fiat rail is the half of the trade nobody maps

Getting money off Hyperliquid: the fiat rail is the half of the trade nobody maps

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9 min read
HYPE tokenomics: the Assistance Fund buyback is a claim on volume, not a floor

HYPE tokenomics: the Assistance Fund buyback is a claim on volume, not a floor

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8 min read
Huawei's Tau Scaling Law and LogicFolding - what China's sanction-proof chip pivot actually means

Huawei's Tau Scaling Law and LogicFolding - what China's sanction-proof chip pivot actually means

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8 min read
How to read an options chain - the columns that matter and the ones that trap you

How to read an options chain - the columns that matter and the ones that trap you

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5 min read
How to read an earnings report - results vs expectations, guidance, and the call

How to read an earnings report - results vs expectations, guidance, and the call

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6 min read
How to read a stock chart - candlesticks, timeframes, and volume - trading basics, chapter 4

How to read a stock chart - candlesticks, timeframes, and volume - trading basics, chapter 4

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5 min read
How to invest in xAI (Grok) - now a SpaceX subsidiary, so the answer is SPCX, TSLA, NVDA

How to invest in xAI (Grok) - now a SpaceX subsidiary, so the answer is SPCX, TSLA, NVDA

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7 min read
How to invest in Stripe - the honest answer is you mostly can't (and why)

How to invest in Stripe - the honest answer is you mostly can't (and why)

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6 min read
How to invest in the SpaceX IPO (SPCX), and what to buy if you can't get in

How to invest in the SpaceX IPO (SPCX), and what to buy if you can't get in

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5 min read
How to invest in OpenAI - the proxy basket (MSFT, SFTBY, AMZN, NVDA, ARKVX)

How to invest in OpenAI - the proxy basket (MSFT, SFTBY, AMZN, NVDA, ARKVX)

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9 min read
How to invest in Databricks - the public investors are real but the stakes are too small to matter

How to invest in Databricks - the public investors are real but the stakes are too small to matter

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6 min read
How to invest in Anthropic - the proxy basket (AMZN, GOOGL, VCX, ARKV)

How to invest in Anthropic - the proxy basket (AMZN, GOOGL, VCX, ARKV)

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9 min read
How stock markets actually work - exchanges, bid/ask, and liquidity - trading basics, chapter 2

How stock markets actually work - exchanges, bid/ask, and liquidity - trading basics, chapter 2

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5 min read
How options are priced - the six inputs behind every premium - options trading, chapter 5

How options are priced - the six inputs behind every premium - options trading, chapter 5

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6 min read
NVIDIA qualified all three HBM makers for Vera Rubin. The fight is now allocation.

NVIDIA qualified all three HBM makers for Vera Rubin. The fight is now allocation.

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6 min read
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