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#6-3-2026

Hi non-linear.eth,

šŸš€ Welcome back to another jam-packed edition of our web3 digest! We've taken a whole load of breaking news from across the decentralized universe and condensed it into this perfectly bitesized serving just for you. From blockchain breakthroughs to crypto market moves, we're serving up all the essential updates you need to stay ahead in the space. ⚔ šŸ’Ž Ready to dive into today's digital frontier? Let's explore the stories shaping our decentralized future, one block at a time. Whether you're here for the alpha, the insights, or just trying to keep up with the lightning-fast pace of web3 - we've got you covered! 🌟

This is the digest of non-linear.eth

This is the digest of non-linear.eth
This is the digest of non-linear.eth
DAO LogoLivepeer

AI Inference Costs Overtake Training by 15-20x

The economics of AI are shifting dramatically.​ Inference costs now exceed training expenses by 15-20x, fundamentally changing infrastructure priorities.​

Key metrics:

  • Train a model for $1M → expect $15-20M in inference costs over its lifetime
  • By 2030, inference will consume 75% of all AI compute spending
  • Infrastructure optimized for sustained workloads now matters more than one-time training runs

This shift has major implications for AI companies and their cost structures, particularly as inference becomes the dominant operational expense.​

DAO LogoEthereum Name Service

šŸ¤– ENS Launches Standard for AI Agent Identity Verification

ENSIP-25 introduces a standardized method to verify that AI agents registered onchain are genuinely associated with their claimed ENS names.​

Key features:

  • Defines a standardized ENS text record linking registry entries (like ERC-8004) to specific ENS names
  • Enables wallets to display verified ENS names for AI agents instead of raw addresses
  • Allows independent confirmation that agents like researchbot.​eth are authorized by their ENS name

Why it matters: As AI agents increasingly register identities, participate in governance, execute strategies, and sign transactions autonomously, verifiable identity becomes essential infrastructure.​ ENS extends its identity layer beyond humans, DAOs, and organizations to include software agents.​

Read the full technical details

DAO LogoLFJ (Joe)

cbBTC/USDC Pool Now Incentivized on Monad's Liquidity Book

News article

New Liquidity Opportunity on Monad

The cbBTC/USDC trading pair is now receiving incentives on Monad's Liquidity Book DLMM (Discrete Liquidity Market Maker).​

What This Means:

  • Liquidity providers can earn both trading fees and additional rewards
  • This follows the recent AUSD/USDT0 stablecoin pair incentivization from February 25th
  • The pool uses Liquidity Book's DLMM technology for efficient capital deployment

For Liquidity Providers:

Users can add liquidity to the cbBTC/USDC pool to start earning immediately.​ The incentive program aims to deepen liquidity for this Bitcoin-stablecoin pair on the Monad network.​

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