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Articles (11668)

SP1 zkVM vs zkEVM: Comparing General-Purpose zkVMs with Ethereum Proof Systems
Intermediate

SP1 zkVM vs zkEVM: Comparing General-Purpose zkVMs with Ethereum Proof Systems

SP1 zkVM is a general purpose zero knowledge virtual machine that allows developers to write arbitrary programs in Rust and generate verifiable ZK proofs. It is suitable for cross chain systems, Rollup scaling, and verifiable AI computation. zkEVM, by contrast, focuses on proof generation compatible with the Ethereum ecosystem, mainly for on-chain transaction and smart contract verification. The two differ significantly in programmability, verification efficiency, decentralized computing power, and ecosystem integration, so developers can choose the most suitable ZK infrastructure based on their application needs.
2026-05-26 08:09:36
What Is SP1 zkVM? How Succinct Converts Rust Programs into ZK Proofs
Intermediate

What Is SP1 zkVM? How Succinct Converts Rust Programs into ZK Proofs

SP1 zkVM is a general purpose zero knowledge virtual machine, or zkVM, launched by Succinct. It allows developers to write programs in Rust and automatically generate ZK proofs. Its core process includes compiling Rust programs into RISC-V instructions, executing them in the zkVM to generate an execution trace, converting the trace into a STARK proof, compressing it into a SNARK proof, and finally submitting it for on-chain verification.
2026-05-26 08:04:13
What is the x402 Protocol? The API Payment Protocol for AI Agent Automated Payments and the Machine Economy
Beginner

What is the x402 Protocol? The API Payment Protocol for AI Agent Automated Payments and the Machine Economy

The x402 protocol is an API auto-payment protocol tailored for AI Agents and the Machine Economy, designed to resolve payment challenges when automated programs invoke API services. By extending the HTTP 402 Payment Required status code and incorporating cryptographic payment mechanisms, it allows programs to automatically execute payments and settlements upon API requests. This establishes a more native internet payment infrastructure for machine-to-machine (M2M) service transactions.
2026-05-26 07:58:23
How Succinct’s Prover Network Works: A Complete ZK Proof Request Process
Intermediate

How Succinct’s Prover Network Works: A Complete ZK Proof Request Process

Succinct’s Prover Network is a decentralized computing power market for zero knowledge proofs, or ZK proofs. It connects proof requesters with Prover nodes around the world. Developers initiate a proof request by submitting program code and input data. The network’s Auctioneer then assigns tasks based on cost, speed, and node reputation. Prover nodes execute the program on SP1 zkVM and generate the ZK proof, which is ultimately submitted on-chain for verification and settlement.
2026-05-26 07:58:09
What Is AI Model Routing? An Analysis of AI Model Routing and Multi-Model AI Infrastructure
Intermediate

What Is AI Model Routing? An Analysis of AI Model Routing and Multi-Model AI Infrastructure

AI Model Routing is a technical mechanism that dynamically selects the most suitable model from a pool of AI models to handle incoming requests, also commonly referred to as an AI Model Router or LLM Router. By leveraging a model routing system, AI applications can automatically choose among different large language models (LLMs) based on factors like task complexity, cost, and response time, striking a balance between performance and cost.
2026-05-26 07:58:00
How Do AI Agents Call AI APIs? An Analysis of Automated AI Agent Architecture and Payment Mechanisms
Intermediate

How Do AI Agents Call AI APIs? An Analysis of Automated AI Agent Architecture and Payment Mechanisms

An AI Agent API is a mechanism that enables AI Agents to invoke AI models or external services via an Application Programming Interface (API). Through APIs, AI Agents can access large language models, data services, and blockchain applications, thereby automating complex tasks.
2026-05-26 07:57:36
What Is Gate.AI? A Complete Guide to the AI Model Routing Platform
Beginner

What Is Gate.AI? A Complete Guide to the AI Model Routing Platform

Gate.AI is a one-stop intelligent large model routing platform designed for AI applications and AI agents. It enables developers to access major global models—including GPT, Claude, Gemini, and DeepSeek—through a unified API, while centrally managing model call costs, permissions, stability, and data security. The platform supports both OpenAI and Anthropic protocol compatibility, intelligent routing, automatic fallback, multimodal task capabilities, and enterprise-grade governance. Additionally, it integrates Gate Pay and the x402 protocol to deliver automatic payment and machine-to-machine (M2M) settlement for AI agents.
2026-05-26 07:57:13
Gate.AI vs OpenRouter: What Are the Differences between These Two AI Model Routing Platforms?
Intermediate

Gate.AI vs OpenRouter: What Are the Differences between These Two AI Model Routing Platforms?

Gate.AI and OpenRouter are both AI model routing platforms (AI Model Router) that allow developers to call multiple large language models—such as GPT, Claude, Gemini, and DeepSeek—through a unified API. However, they differ significantly in product positioning and capability direction. OpenRouter is primarily an AI model aggregation access platform, focused on helping developers quickly invoke mainstream models and switch between them via a single interface. In contrast, Gate.AI extends further into enterprise-level AI infrastructure. Beyond model aggregation, it offers intelligent routing, automatic fallback, multimodal capabilities, enterprise governance, and AI Agent auto-payment features.
2026-05-26 07:55:52
What Is Succinct? A Complete Guide to the Decentralized ZK Prover Network
Beginner

What Is Succinct? A Complete Guide to the Decentralized ZK Prover Network

Succinct is a decentralized zero knowledge proof, or ZK proof, network built on Ethereum. It is designed to give developers programmable, low barrier infrastructure for proof generation. Through its core component, SP1 zkVM, developers can write verifiable programs directly in general purpose programming languages such as Rust, without manually designing complex ZK circuits. The Succinct Prover Network connects proof requests with global computing resources through an open Prover market, enabling proof generation, verification, and settlement.
2026-05-26 07:50:25
Succinct vs RISC Zero: Key Differences Between Two zkVM and Proof Infrastructures
Intermediate

Succinct vs RISC Zero: Key Differences Between Two zkVM and Proof Infrastructures

Succinct and RISC Zero both provide zero knowledge proof, or ZK proof, infrastructure, but they are designed with different goals in mind. Succinct places greater emphasis on a decentralized proof market and a general purpose verification layer. Through its SP1 zkVM and Prover Network, it supports cross chain verification, Rollups, and verifiable AI computation. RISC Zero, by contrast, focuses more on a verifiable execution environment and developer experience, using RISC-V architecture to lower the barrier to building ZK applications. The two differ significantly in zkVM architecture, proof generation flow, economic mechanisms, ecosystem positioning, and suitable use cases.
2026-05-26 07:46:54
How DuPont (DD) Participates in the Semiconductor Supply Chain: An Analysis of Electronic Materials and Chip Manufacturing Processes
Beginner

How DuPont (DD) Participates in the Semiconductor Supply Chain: An Analysis of Electronic Materials and Chip Manufacturing Processes

DuPont (DD) is a U.S.-based materials technology company whose core operations span electronic materials, industrial manufacturing, high-performance materials, the semiconductor supply chain, and advanced engineering materials. DuPont (DD) participates in the semiconductor value chain primarily by supplying electronic materials, packaging materials, and industrial manufacturing support for chip fabrication. While DuPont does not design chips itself, many semiconductor production processes depend on its high-performance materials systems.
2026-05-26 07:43:06
How DTE (DTE Energy) Is Participating in the U.S. Energy Transition: An Analysis of New Energy, Grid Upgrades, and Emission Reduction Strategies
Beginner

How DTE (DTE Energy) Is Participating in the U.S. Energy Transition: An Analysis of New Energy, Grid Upgrades, and Emission Reduction Strategies

At the heart of DTE Energy’s role in the U.S. energy transition is a gradual realignment of its legacy utility structure through renewable energy development, grid modernization, and emission reduction strategies. DTE is pivoting its business focus from conventional energy supply models to modern energy systems.
2026-05-26 07:40:30
How DuPont (DD)'s High-Performance Materials Business Operates: An Analysis of Electronic and Industrial Materials Systems
Beginner

How DuPont (DD)'s High-Performance Materials Business Operates: An Analysis of Electronic and Industrial Materials Systems

DuPont’s (DD) high-performance materials business is fundamentally an industrial support ecosystem centered on electronics manufacturing, industrial technology, and advanced materials. DuPont does not primarily sell consumer products; instead, it contributes to global manufacturing through its electronic, industrial, and engineering materials.
2026-05-26 07:39:53
What Is DuPont (DD)? A Comprehensive Look at DuPont's Business Structure, Materials Science, and Industrial Applications.
Beginner

What Is DuPont (DD)? A Comprehensive Look at DuPont's Business Structure, Materials Science, and Industrial Applications.

DuPont (DD) is an American materials technology company with core operations spanning electronic materials, industrial manufacturing, high-performance materials, semiconductor supply chain, and advanced engineering materials. DuPont's strategic focus is not that of a traditional commodity chemical manufacturer, but rather a long-term R&D system built around high-value-added materials and industrial technology.
2026-05-26 07:36:32
How does DTE Energy's (DTE) utility business operate? An analysis of the U.S. electricity and natural gas supply system.
Beginner

How does DTE Energy's (DTE) utility business operate? An analysis of the U.S. electricity and natural gas supply system.

The core of DTE Energy’s utility business lies in continuously delivering energy services to residential, commercial, and industrial systems through its electric grid and natural gas network. Rather than depending on short-term energy trading, DTE’s business model is built on long-term infrastructure operations.
2026-05-26 07:25:41
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