AI: Useful Links

List of AI resources - how to compare, what to use, where to learn, and more.

Benchmarking

I can change this constantly because of the infinite inflow of new and better models. It is better to follow some dedicated and better sources. I find the most useful to look at sites that benchmarks them. They are frequently and well updated. As well as benchmarking, they are also useful for finding out current trends - you only need to follow a basic (predefined) view of currently compared models.

• Artificial Analysis
  • a thorough comparison of AI models
  • they also compare price to power
  • it is a good idea to browse the entire web for specific categories (e.g. text-to-speech)
• AI Benchmarking Hub
  • another benchmarking
  • I personally don't use it much
• Chatbot Arena
  • AI quality is evaluated by humans
• LiveBench
  • AI model benchmarking
• SEAL LLM Leaderboards
  • Another leaderboard

AI services

There are a lot of services and they are still growing. This is just a simple list.

• Perplexity.ai
  • AI alternative to googling (duckduckgoing!)
  • Better results can be achieved just by registering for free
• Duck.ai
  • chatbot aggregating several models
  • from a well-known privacy-focused organization
  • no registration required
• Huggingface.co
  • basically a github for AI models, datasets and more
  • the main page can also be used for trend tracking
  • models can be directly trained or deployed
• There's an AI for that
  • 31k+ AI services
• Zoner AI Image creator
  • Less famous image creator

Learning

Quality courses for free.

• Andrej Karpathy
  • Neural Networks: Zero to Hero (YouTube)
    • The best source of knowledge
    • free on YT
    • I recommend going through the whole channel
  • Github
    • In addition to the repositories from the course, others are interesting, such as nanoGPT, which NYTimes trained on for their article
• Kaggle
  • including complete beginners for python, SQL, ML

Other

• AI Engineer Pack by ElevenLabs
  • coupons for AI services
  • most of the best coupons are gone (unfortunately, this can only be seen after registration)
  • free, registration required
    • usually asks for a phone number, linkedin is optional
• State of AI
  • Yearly AI report
• Agent Development Kit
  • Google ADK with examples