“Gradients” — Search

Today’s headlines read less like a market and more like a civilisational stress test — a war economy, a ban posture in Delhi, a rulebook in Washington, and a stablecoin redrawing of money at the edges.

Lina Haddad · Adoption Track

Multisig Threshold Math: Picking M-of-N Without Regret

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13 min read

Multisig Threshold Math: Picking M-of-N Without Regret

Choosing a multisig quorum is a probability problem, not a vibes decision. Here is how 2-of-3, 3-of-5, and 4-of-7 actually behave when signers vanish, lose keys, or go silent.

wallets

Tokenized Gold vs Tokenized Treasuries: PAXG, XAUT vs BUIDL, OUSG

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10 min read

Tokenized Gold vs Tokenized Treasuries: PAXG, XAUT vs BUIDL, OUSG

Gold tokens like PAXG and XAUT track metal prices with no yield. T-bill tokens like BUIDL and OUSG pass through ~4-5% yield but add custodial and KYC layers. They're different tools, not rivals.

tokens

Curve vs Balancer vs PancakeSwap vs Uniswap v4: AMM Design Compared

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9 min read

Curve vs Balancer vs PancakeSwap vs Uniswap v4: AMM Design Compared

Four AMMs, four market-making models. We compare Curve, Balancer, PancakeSwap, and Uniswap v4 mechanics, fees, and real LP outcomes after fees and impermanent loss.

defi

Tokenized Stocks On-Chain: What You're Actually Holding

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9 min read

Tokenized Stocks On-Chain: What You're Actually Holding

A tokenized stock is usually a structured note, not a share. You get the price exposure but not the share itself, and that gap hides issuer, redemption, and legal risks most users miss.

rwa

Pendle PT vs YT: A Worked Example With Real Numbers

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10 min read

Pendle PT vs YT: A Worked Example With Real Numbers

Pendle splits yield-bearing assets into a Principal Token and a Yield Token. Here is how a real PT/YT trade plays out, upside, downside, and the risks most guides skip.

ai-crypto

How Institutions Custody Tokenized Treasuries: An Operator's View

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11 min read

How Institutions Custody Tokenized Treasuries: An Operator's View

BlackRock's BUIDL and peers sit behind a stack most people never see: qualified custodians, transfer agents, whitelisted wallets, and dual-control signing.

rwa

USDtb vs BUIDL vs OUSG vs USYC: Treasury Tokens Compared

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12 min read

USDtb vs BUIDL vs OUSG vs USYC: Treasury Tokens Compared

Tokenized US Treasury products all look similar on a yield dashboard, but three of the four lock out most retail users with KYC and seven-figure minimums.

tokens

What Is 1inch (1INCH)? The DEX Aggregator

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4 min read