Articles & Research

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PUBLISHED
Gavin Wood: Web3 vs Speculative Crypto and Centralized AI
2025-04-08
10 min

Gavin Wood: Web3 vs Speculative Crypto and Centralized AI

Polkadot creator and Ethereum co-founder analyzes Web3's unfulfilled promise, criticizes crypto speculation, and presents JAM as an alternative to centralized AI.

BlockchainPolkadotWeb3AI
PUBLISHED
Generative AI as a Catalyst for a Pedagogical Revolution
2025-03-24
13 min

Generative AI as a Catalyst for a Pedagogical Revolution

AI is disrupting traditional education. This manifesto unveils a new era of learning: contextual, accessible, and intelligent.

AIeducationpedagogy
PUBLISHED
The Blockchain Developer Ecosystem (2025 Guide)
2025-03-23
20 min

The Blockchain Developer Ecosystem (2025 Guide)

Discover the blockchain developer ecosystem in 2025: salaries of 200K$+, required skills (Solidity, Rust), dominant platforms, and training paths. Complete guide for beginners and professionals in re-skilling.

BlockchainDeveloperGuide
PUBLISHED
Creating a Polkadot AI Agent with the OpenAI Agents SDK
2025-03-22
12 min

Creating a Polkadot AI Agent with the OpenAI Agents SDK

Develop an autonomous AI agent using the OpenAI SDK and MCP to automatically analyze, summarize, and evaluate Polkadot OpenGov governance proposals.

AIdevelopmentOpenAIPolkadot
PUBLISHED
AI Agent Architectures in 2025: Beyond Frameworks
2025-02-24
15 min

AI Agent Architectures in 2025: Beyond Frameworks

Discover the AI agent architectures in 2025: LangChain, LangGraph, LangChain Express, and more. Explore the advantages and disadvantages of each approach.

AIAgentsLangChain
PUBLISHED
PydanticAI: Design Patterns for Modern AI
2025-02-24
8 min

PydanticAI: Design Patterns for Modern AI

Discover how PydanticAI revolutionizes AI agent development with design patterns that transform craftsmanship into true engineering discipline.

AIdevelopmentPydantic
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