Notes from the research desk.
Plain-language research on deals, capital and the markets underneath them, from the Platinum Partnership's editorial team. Written for operators. Never advice.
Latest notes
Stablecoins: The Real Financial Infrastructure Story
Stablecoin settlement volume crossed $27 trillion in 2024. The infrastructure argument is no longer theoretical.Model Serving Architectures: The Inference Infrastructure Layer
Training gets the headlines. Inference pays the bills.LNG Export Capacity: The Multi-Year Buildout
New Gulf Coast terminals are reshaping global gas flows — and the structural implications run years ahead of the construction timelines.The Yield Curve in 2026: What It’s Actually Saying
Normalization narratives are masking a curve that still has unresolved structural tension baked into it.Working Capital Pegs: The Number That Costs Sellers Most
Most sellers lose six figures at the closing table to a clause they agreed to three months earlier.Co-Investment Programs: When They’re a Real Benefit
Not every co-invest offer is what it looks like — the structure tells you more than the pitch deck.Qualified Purchaser vs. Accredited: What the Higher Bar Buys
Clearing the accredited bar gets you in the door. Clearing the QP bar gets you into a different building entirely.Tokenized Treasuries: The Quiet Public-Markets Bridge
On-chain collateral that pays yield while it sits — the institutional use case no one is arguing about anymore.Specialty Silicon Beyond Nvidia: Where the Alternatives Stand
The GPU monoculture is cracking. Three structural shifts are rewriting who owns the compute stack.Transmission Build-Out: The Decade’s Boring Story
Generation gets the headlines. Transmission gets the electrons where they need to go.Why the Dollar’s Reserve Status Isn’t Going Anywhere Fast
Displacement takes decades, not disruptions — and the structural math still runs through Washington.The Quality of Earnings Report, Demystified
Buyers commission it. Sellers fear it. Understanding what the analyst is actually hunting for changes the negotiation entirely.LP Advisory Committees: What Actually Happens
Advisory committees exist to protect LPs. In practice, they protect GPs from their own conflict-of-interest problem.Self-Directed IRAs and Private Investing
Most operators know SDIRAs exist. Few understand what actually breaks them.Real-World Assets On-Chain: Hype vs. Substance
Tokenized Treasuries are clearing real volume. Most everything else is still a pitch deck.Model Distillation: The Practical Economics
Smaller models, cheaper tokens, harder trade-offs than the benchmarks suggest.The PJM Capacity Market in 2026
The 2026/2027 auction cleared at prices that rewrote assumptions. Here is what the structure is telling operators.Real Estate: The Sector That Hasn’t Cleared
Prices have moved in some corners. In others, the bid-ask gap is still wide enough to stall markets for another cycle.Letter of Intent vs. Definitive Agreement: What Actually Binds
Most LOIs create the illusion of a deal. A few clauses inside them create actual legal exposure.Side Letters: The Quiet Hierarchy of LP Rights
Most favored nation clauses sound egalitarian. They are not.Knowledgeable Employee Exemption
The SEC's carve-out for fund insiders runs deeper than most operators realize — and the qualification criteria matter more than ever.DePIN: Decentralized Physical Infrastructure Networks
Real-world hardware, token incentives, and the structural gap between the two.Retrieval-Augmented Generation: A Reality Check
The gap between RAG's early promise and production reality is where the interesting structural bets are forming.
One question per note, worked through plainly.
Each note takes one thing an operator or investor actually runs into, a deal mechanic, a rule, a shift in a market, and works through it without jargon or hype.
The notes are published by Platinum Research, the editorial desk of the Platinum Partnership, and grouped by topic so you can follow one thread.
These notes are education, not advice
They express general market views and educational commentary. They are not financial, investment, legal, tax or accounting advice, not a recommendation to buy, sell or hold anything, and not personalized to your circumstances. Markets are uncertain and capital can be lost in part or in whole. Speak with your own licensed professionals before acting on anything here.
Rather talk it through with people who do this?
The Platinum Partnership is a private membership for operators, investors and founders, by application.