Agent

Wikipedia

• Multi-agent system
  • Многоагентная система
• Agent-based model is a computational model for simulating the actions and interactions of autonomous agents (both individual or collective entities such as organizations or groups) in order to understand the behavior of a system and what governs its outcomes.
  • Агентное моделирование метод имитационного моделирования, исследующий поведение децентрализованных агентов и то, как такое поведение определяет поведение всей системы в целом.
• Contract Net Protocol is a task-sharing protocol in multi-agent systems
• Knowledge level

Books

• Synchronization and Control of Multiagent Systems by Dong Sun - 200 pages

Courses

• HuggingFace.com / Learn / Agents Course
• Agent Based Modeling of Complex Adaptive Systems (Basic)
  • Course materials
    • Lectures
      • Observer Dependence
• Jon Pearce
  • Lectures
    • Agent-Based Systems
      • abs
    • Eco Computing
      • (version 1.0)
      • (version 2.0)
    • NetLogo

AI

• MIT Technology Review / What are AI agents? 2024/07/05
  • When ChatGPT was first released, everyone in AI was talking about the new generation of AI assistants. But over the past year, that excitement has turned to a new target: AI agents. It’s not just hype, although there is definitely some of that too. Tech companies are plowing vast sums into creating AI agents, and their research efforts could usher in the kind of useful AI we have been dreaming about for decades. Many experts, including Sam Altman, say they are the next big thing.
• TheConversation.com / What is an AI agent? A computer scientist explains the next wave of artificial intelligence tools December 18, 2024
• Хабр / Агенты — это «третья волна» революции искусственного интеллекта 24 дек 2024
• Наша Ніва / ИИ-агенты заменят программы: генеральный директор Microsoft предсказывает революцию в пользовании компьютерами 26.12.2024
• ITC.ua / ИИ-агенты — работают, думают, играют и любят вместо вас 29.01.2025
• Forbes.ru / Интеллектуальные агенты: как автономный ИИ сможет заменить человека 28 февраля 2025
• Хабр / ИИ агенты способны к саморепликации 2025-04-04
• WIRED.com / The AI Agent Era Requires a New Kind of Game Theory APR 9, 2025
• Google Developers Blog / Agent Development Kit: Making it easy to build multi-agent applications APR 09, 2025
• Хабр / Google запускает открытый протокол Agent2Agent: теперь ИИ-агенты смогут свободно общаться друг с другом 2025-04-09
• The Information / The Seven Kinds of AI Agents Jul 7, 2025
• VentureBeat / How procedural memory can cut the cost and complexity of AI agents August 26, 2025
• Anthropic / Writing effective tools for AI agents—using AI agents
• LinkedIn / JetBrains / AI Agents, Explained

AI agents

• OpenAI
  • TechCrunch.com / OpenAI launches Operator, an AI agent that performs tasks autonomously January 23, 2025
  • 3ДНьюс / OpenAI собралась продавать доступ к ИИ-агентам уровня кандидата наук за $20 000 в месяц
• Google
  • Хабр / Gemini Code Assist, помощник по кодированию на основе AI от Google, получает агентские возможности 9 апр 2025
• Amazon
  • 3ДНьюс / Amazon представила ИИ-агента Nova Act, который заменит человека в интернет-серфинге 31.03.2025
• Hugging Face
  • Хабр / Hugging Face выпускает бесплатного ИИ-агента Open Computer Agent 7 мая 2025
• Monica
  • MIT Technology Review / Everyone in AI is talking about Manus. We put it to the test. March 11, 2025

Games

• YouTube / 1000 AI NPCs simulate a CIVILIZATION in Minecraft
  • Researchers placed 1,000 AI agents in Minecraft, and they built their own world with government, politics, and economy. The experiment shows AI agents forming roles, voting on laws, and shaping their society—one agent even abandoned her dream for her village.

GitHub

• crewAIInc/crewAI Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
• google/adk-go An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

misc.

• HuggingFace.co / Tiny Agents: a MCP-powered agent in 50 lines of code
• freeCodeCamp.org / How to Build Autonomous Agents using Prompt Chaining with AI Primitives (No Frameworks)
  • Autonomous agents can make decisions & take actions on their own to achieve goals, often using LLMs.
  • how to build an agentic system using Langbase's prompt chaining
  • you'll learn about the Langbase SDK, Pipes, adding logic
• The Verge / Former Android leaders are building an ‘operating system for AI agents’ Nov 27, 2024

Monetization

• Forbes / Как Мэй Хабиб заработала $285 млн на ИИ-агентах, способных заменить 90% работников

Problems, open problems

• dev.by / ИИ-агенты слишком часто ошибаются — компании теряют деньги и клиентов
  • главную проблема: чем сложнее задача и чем больше шагов требуется для ее выполнения, тем выше вероятность ошибок
• Agents don’t fail because they lack tools — they fail because tools are messy. The current MCP hype often produces giant schemas with tens of thousands of tokens, poor data models, repeating APIs, and no clear way for an LLM to actually discover data. That only pollutes context with huge responses instead of narrowing to what’s needed.

Evaluation, metrics, benchmarks

• SuperAnnotate.com / AI agent evaluation: Complete overview March 7, 2025
  • Хабр / Хочешь умного агента? Научись оценивать его правильно

Critique

• Gartner Predicts Over 40% of Agentic AI Projects Will Be Canceled by End of 2027 June 25, 2025
  • 4PDA / Бизнес начнёт избавляться от ИИ-агентов. Вот причины 18.07.25

LOLZ

• This is what they call "an agent."