===== AI =====

Learning AI:

What is the best way to learn Artificial Intelligence for a beginner


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====== AI Model Performance Comparison ======

This page presents a comparison of various AI models across different task categories, based on the provided data.

===== Agentic Coding (SWE-bench Verified) =====
^ Model           ^ Score 1 ^ Score 2 ^
| Claude Opus 4   | 72.5%   | 79.4%   |
| Claude Sonnet 4 | 72.7%   | 80.2%   |
| Claude Sonnet 3.7 | 62.3%   | 70.3%   |
| OpenAI o3       | 69.1%   |         |
| OpenAI GPT-4.1  | 54.6%   |         |
| Gemini 2.5 Pro (Preview 05-06) | 63.2% |         |

===== Agentic Terminal Coding (terminal-bench) =====
^ Model           ^ Score 1 ^ Score 2 ^
| Claude Opus 4   | 43.2%   | 50.0%   |
| Claude Sonnet 4 | 35.5%   | 41.3%   |
| Claude Sonnet 3.7 | 35.2%   |         |
| OpenAI o3       | 30.2%   |         |
| OpenAI GPT-4.1  | 30.3%   |         |
| Gemini 2.5 Pro (Preview 05-06) | 25.3% |         |

===== Graduate-level Reasoning (GPQA Diamond) =====
^ Model           ^ Score 1 ^ Score 2 ^
| Claude Opus 4   | 79.6%   | 83.3%   |
| Claude Sonnet 4 | 75.4%   | 83.8%   |
| Claude Sonnet 3.7 | 78.2%   |         |
| OpenAI o3       | 83.3%   |         |
| OpenAI GPT-4.1  | 66.3%   |         |
| Gemini 2.5 Pro (Preview 05-06) | 83.0% |         |

===== Agentic Tool Use (TAU-bench) =====
==== Retail ====
^ Model           ^ Score   ^
| Claude Opus 4   | 81.4%   |
| Claude Sonnet 4 | 80.5%   |
| Claude Sonnet 3.7 | 81.2%   |
| OpenAI o3       | 70.4%   |
| OpenAI GPT-4.1  | 68.0%   |
| Gemini 2.5 Pro (Preview 05-06) | N/A     |
==== Airline ====
^ Model           ^ Score   ^
| Claude Opus 4   | 59.6%   |
| Claude Sonnet 4 | 60.0%   |
| Claude Sonnet 3.7 | 58.4%   |
| OpenAI o3       | 52.0%   |
| OpenAI GPT-4.1


====== Local deployment ======

Running AI Models Locally with Docker and Spring AI
Play
https://www.danvega.dev/blog/docker-model-runner



=== AI Gemma 3 ===

https://habr.com/ru/articles/896290/

https://spring.io/blog/2025/04/10/spring-ai-docker-model-runner


=== Gemii-cli ===

https://www.youtube.com/watch?v=xqvprnPocHs

https://github.com/google-gemini/gemini-cli

<sxh shell>
winget install -e --id OpenJS.NodeJS

npm install -g @google/gemini-cli

npm upgrade -g @google/gemini-cli

# start
gemini
</sxh>


=== Docker Model Runner ===

https://habr.com/ru/articles/898778/


=== Spring AI ===

https://spring.io/projects/spring-ai



===== Interfacing with the AI mode =====

=== MCP - Model Context Protocol ===


https://habr.com/ru/articles/893482/


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