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Werracle AI oracle enables sub-millisecond DeFi decisions on EVM

By PulseAugur Editorial · [1 sources] ·

Researchers have developed Werracle, an AI decision oracle designed for the Ethereum Virtual Machine (EVM) that operates within a single 32-byte storage slot. This system addresses the limitations of current on-chain AI, such as high gas costs and slow ZK-ML proving times, which prevent timely reactions to rapid decentralized finance exploits. Werracle utilizes procedural Mandelbrot dynamics to derive decisions from a compact coordinate triplet, enabling sub-millisecond execution and low gas costs, making it suitable for real-time applications like dynamic fee adjustments in Uniswap v4. AI

IMPACT Enables real-time AI decision-making within blockchain environments, potentially mitigating financial exploits and optimizing decentralized applications.

RANK_REASON The item is an academic paper detailing a novel technical approach for on-chain AI decision-making. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Werracle AI oracle enables sub-millisecond DeFi decisions on EVM

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The item is an academic paper detailing a novel technical approach for on-chain AI decision-making. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Volkan Da\u{g}l{\i}, Zerrin Da\u{g}l{\i}, Da\u{g}han Da\u{g}l{\i} ·

    Werracle: Sub-Cent Intra-Block AI Reflex Oracles and Flash-Loan Circuit Breakers for EVM Smart Contracts

    arXiv:2609.30719v1 Announce Type: cross Abstract: Contemporary on-chain artificial intelligence (AI) encounters an intractable Von Neumann memory and latency wall. Storing static floating-point neural weight matrices inside Ethereum Virtual Machine (EVM) storage costs millions of…

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