
I Asked AI to Evaluate Breakthroughs in My PhD Research
After 15 years building companies, I went back to the 3 mathematical results I was proudest of
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After 15 years building companies, I went back to the 3 mathematical results I was proudest of

How Situational Awareness went from +439% after fees to near permanent capital impairment in five weeks

MSTR common is now backstopping STRC - and the $15 billion funding wall is starting to appear in weekly capital allocation.
Why tokenization only works when legal ownership, investor demand, valuation, regulation, and a real secondary market are built together.

ETFs are redeeming, Strategy is defending its balance sheet, and stablecoin liquidity is shrinking.
Why decentralized exchanges, self-custody, and 24/7 derivatives are becoming part of the next market-structure upgrade.
How Dubai is building tokenized real estate infrastructure: onboarding, compliance, liquidity, and investor rights that actually work
Stablecoins, custody, tokenized assets - inside Zand Bank

Execution lessons from structuring a gold-backed, yield-bearing RWA program in UAE.
Why BTC options dominate, what DVOL products mean, and how Coinbase changes distribution.

Bitcoin per Share Lies About Who Owns the Stack - BTC-Backed Preferreds Eat Into MSTR’s “Pure” Bitcoin Exposure

Cap table cleaned; Fortress, Citadel, Galaxy in - Ripple IPO coming next?

UAE-first, telecom-grade Bitcoin mining - regulated, local, live by du

Vol gone. mNAV ≈1. Issuance dead. Strategy doing 2x is fantasy.

Digital Euro is surveillance coin - PR mask, zero privacy, zero redemption

$500 million BTC-backed buybacks to push mNAV >1 - damage control, not conviction.

DATs sell optionality; hedge funds trade gamma; retail buys illusion.

mNAV = 1.16. Volatility dead. ATM sales dilute. Strategy stalls. DAT hype is over.

You didn’t buy Bitcoin, you bought hedge fund products - mNAV magic is over

Dubai.: Vision first, Infrastructure next, Integration at scale. AED 2.5 Trillion flow and 40+ licenses, in 3 years.