decentralized finance
PulseAugur coverage of decentralized finance — every cluster mentioning decentralized finance across labs, papers, and developer communities, ranked by signal.
5 day(s) with sentiment data
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Graphlet Features Enhance DeFi Transaction Classification
Researchers have developed a new method for classifying decentralized finance (DeFi) transactions using graphlet features extracted from transaction networks. This approach complements traditional event log counts, lead…
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WAIaaS enables Claude AI agents to use ERC-8128 for verifiable, trustless communication
WAIaaS has introduced a new Wallet-as-a-Service (WAIaaS) daemon that integrates with Claude, enabling AI agents to perform cryptographically authenticated HTTP requests using ERC-8128 signature tools. This addresses the…
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Claude Desktop integrates ERC-8004 for onchain AI agent reputation checks
MCP tools, integrated with WAIaaS, enable Claude Desktop agents to verify the reputation of other AI agents using the ERC-8004 standard. This addresses the trust problem in multi-agent interactions by allowing agents to…
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LLMs essential for 2026 crypto market analysis, synthesizing unstructured data
By 2026, Large Language Models (LLMs) have become essential infrastructure for cryptocurrency market analysis, moving beyond experimental use to provide critical insights. These models can process vast amounts of unstru…
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Werracle AI oracle enables sub-millisecond DeFi decisions on EVM
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…
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DeFiFusion framework detects price manipulation attacks in decentralized finance
Researchers have developed DeFiFusion, a new framework designed to detect price manipulation attacks in decentralized finance (DeFi) protocols. This system uniquely combines transaction event data with smart contract lo…
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New TxSum Framework Enhances Ethereum Transaction Understanding
Researchers have developed TxSum, a new framework designed to improve the understanding of Ethereum transactions for Web3 users. Through interviews, they identified a need for structured, risk-aware explanations grounde…
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LLMs Essential for Crypto Market Analysis by 2026, Driving Alpha Signals
By 2026, Large Language Models (LLMs) have become essential for cryptocurrency market analysis, moving beyond experimental use to become a core component of trading infrastructure. LLMs synthesize unstructured data like…
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New framework discovers persistent behavioral patterns in blockchain data
Researchers have developed a new framework for analyzing blockchain activity to identify persistent behavioral patterns, which can aid in forensic investigations. This system constructs "behavior sentences" from transac…
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ZAPs framework enhances DeFi reward systems against bots
Researchers have developed ZAPs, a new framework designed to improve reward attribution in decentralized finance (DeFi) ecosystems. ZAPs aims to combat bot and sybil operations by combining economic contribution scoring…
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AI agents can now buy real-time DeFi data using x402 protocol
A new Python example demonstrates how AI agents can purchase real-time Solana decentralized finance (DeFi) data using the x402 protocol. This method bypasses the need for human intervention in API payments, allowing age…
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New model DVM-HALL and NHAS score explore AI's impact on customer loyalty
A new research paper introduces the Dynamic Verifiable Multi-Agent Human Agentic Loyalty Loop (DVM-HALL) model and the Net Human-Agent Score (NHAS) to address how Agentic Artificial Intelligence impacts traditional cust…
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Onchain consumer finance apps offer global payment rails via stablecoins
Onchain consumer finance applications are emerging as a new global payment infrastructure, leveraging stablecoins to offer internet-native financial rails. These applications, often dubbed "crypto neobanks," provide fam…
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Stablecoin transactions hit record $1.79T as regulators warn of AI risks in finance
The volume of transactions in stablecoins reached a record $1.79 trillion in June, indicating market maturity and increased trust in crypto assets for payments. Concurrently, central banks are raising concerns about the…
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Lazy-mac.com launches Smart Contract Scanner API for DeFi and NFT projects
Lazy-mac.com has released a Smart Contract Scanner API, designed to integrate security scanning for decentralized finance (DeFi) and non-fungible token (NFT) projects. The API can be easily incorporated into projects vi…
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DeXposure-FM: New Graph Foundation Model for DeFi Credit Exposure
Researchers have introduced DeXposure-FM, a novel time-series graph foundation model designed to quantify and forecast credit exposure within decentralized finance (DeFi) networks. This model aims to address the contagi…
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AlphaVibe uses AI to analyze DeFi wallet data in real-time
AlphaVibe is a new AI-powered tool that analyzes decentralized finance (DeFi) wallet data in real-time. By connecting to DeBank, it monitors wallet activity and investment positions as they are updated on the blockchain.
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Banks Launch Tokenized Deposits to Counter Stablecoin Threat
Banks are exploring tokenized deposits as a way to compete with stablecoins and prevent disintermediation from the decentralized finance sector. Stablecoins, backed by 100% reserves, offer efficiency but reduce banks' c…
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Polymarket's 'Ghost Fills' vulnerability exploited for $1.49M profit
A new paper details a vulnerability in Polymarket, a prominent prediction market platform, dubbed "Ghost Fills." This issue arises from the platform's hybrid architecture where orders matched off-chain may fail during o…
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New API Simplifies Smart Contract Security Checks for Developers
A new Smart Contract Scanner API is available, designed to simplify security checks for DeFi, NFT, and DAO projects. The API, offered by lazy-mac.com, can be integrated with a single REST API call and is compatible with…