I have long seen Ethereum as more than a blockchain in the original sense of the word. Vitalik confirms it: what began as a shared programmable ledger is becoming a general-purpose engine for private, verifiable computation at scale. Anyone who has watched Ethereum closely will not be surprised. The more interesting insight relates to a common belief we accepted for 11 years: that decentralization came with inefficiency. We accepted the handicap while never deviating from the principles. It was the price of neutrality. Vitalik now argues that belief is about to invert because advances like parallel storage, parallel proving, and signature aggregation in the mempool let thousands of nodes share the work instead of repeating it. Decentralization turns from a cost into a performance advantage. But don't be fooled. Ethereum earned that advantage the hard way, over 11+ years, when decentralization paid almost nothing and cost everything. Yes, these techniques are public, but the years of experience getting there are not. https://x.com/VitalikButerin/status/2104160561374343176?s=20

The Machine Substrate: Why Ethereum’s Dropping Users Is Its Ultimate Metric Inversion Bull Signal Ethereum just posted the most profitable, highest-throughput quarter in its history, but if you were looking at the user count, think again. Judging Ethereum by monthly active users is like measuring the health of the global interbank clearing system by counting foot traffic inside retail bank lobbies. The Death of "Active Users": Inside Ethereum’s Historic Q2 Decoupling The most consequential transition in the Ethereum digital economy just happened. If you evaluate networks by human headcount, Ethereum appears to have stumbled: @tokenterminal's newly released Q2 data shows monthly active users (MAUs) dropped 30% quarter over quarter to 9.2 million. Yet beneath that headline lies a stunning macro reality. During that exact same quarter, Ethereum Layer 1 processed 203.9 million transactions—surging 68.4% year-over-year to set an all-time record average throughput of 25.9 TPS. Network fees climbed 31.6% sequentially, and the volume of ETH burned more than doubled from Q1. Human users fell by nearly a third, yet transaction velocity, network fee capture, and economic burn shattered records. The Illusion of the Consumer Metric This is not a paradox; it is a structural inflection point. For two decades, analysts were conditioned to treat "Monthly Active Users" as the holy grail of platform health. On Ethereum L1, that metric is officially obsolete. Ethereum’s base layer is no longer a consumer app store where economic value scales with human eyeballs, clicks, and manual wallet confirmations. Instead, base-layer blockspace has been fundamentally commandeered by an autonomous machine economy: 1) Rollup Aggregation: Layer 2 ecosystems (Arbitrum, Base, Optimism) absorb consumer traffic off-chain, compressing millions of retail interactions into dense, periodic state proofs posted back to L1. A rollup settling billions in volume registers on L1 as minimal address activity. 2) Protocol Automation: Modern decentralized finance functions via programmatic infrastructure—automated liquidations, AMM rebalancing, cross-chain messaging, and restaking contracts running autonomously 24/7. 3) Autonomous AI Agents: Software agents and algorithmic bots increasingly manage assets, route liquidity, and transact directly with smart contracts without requiring one-for-one human supervision. Measuring the Machine GDP of Ethereum This shift transforms how we must calculate the "GDP of Ethereum." You do not measure the GDP of an industrial nation by counting pedestrians on city sidewalks; you calculate it by the capital volume, commercial velocity, and value cleared across its power grids, freight lines, and financial institutions. Ethereum L1 is global, neutral settlement infrastructure. In this framing, economic health shows up in transactional throughput, fee density, settlement finality, and base-asset burn. The Q2 data proves that while human activity has abstracted upward into Layer 2, Ethereum’s base layer has achieved what every monetary rail dreams of: it has decoupled from human latency to become the high-security settlement substrate for an automated world. Original Research Source: https://x.com/tokenterminal/status/2099502334359318741