Knowledge base

Important

The following listg is a collection of useful resources. Most of them require federated login, look for KININ (SSO) or eduID login options.

Use of LLMs

AI trial period in Wigner RCP: Carefully study the following for maximum privacy and efficiency in using AI.

• Best practices Wiki @ Wigner RCP
  • Opt out from saving your professional data and using it for model training.
  • Key definitions: What is an LLM, a token, a prompt…
  • Question and answer session
  • Practical considerations: economic usage, etc. by Péter Ván
• Prompting guide video lecture from 2024
• Another written prompting guide
  • Claude
  • ChatGPT
  • Gemini

AI tools

• Link a főbb MI szolgltatók chat felületeihez:
  • OpenAI ChatGPT, Anthropic Claude, Google Gemini, xAI Grok, DeepSeek, Perplexity, Mistral
  • Használat alapú és több modellhez való hozzáférés: Openrouter
• HUN-REN AI 4 Science portal
  • GenAI4Science: generative AI models @ SZTAKI and Wigner, request access here
  • Cvat: image annotation and classification
  • GenHub: protein folding and more
  • Dataverse MCP: search ARP and dataverse repositories with AI, demo only for now
  • ADP: agentic discovery platform, uses GPT 5.4, includes dataverse search agent
• Video intro to AI tools
• Lunch and learn sessions from HUN-REN research institutions
• Selection of courses

AI for coding

Frameworks implement coding agents and you can choose which LLMs to run inside them.

• Github Coiplot
• OpenAI Codex
• Claude Code

AI for accelerating science (AI 1st science)

• AI 1 Science tools
• Syxplain: symbolic regression driven by AI, video guide
• ADP: agentic discovery platform

Ranking of AI models

• ELO-score like rankings
• Benchmark scores
• Token-based usage
• Service performance

AI Strategy and Ethics

Publishing: look for the guidelines of the intended journal

• Publishing guide, a comparison via AI

Ethics: consider both the AI Act and GDPR at the same time

• coming soon…