the goal is to have an agent that can:

  • Understand a complex problem description.
  • Generate initial algorithmic solutions.
  • Rigorously test its own code.
  • Learn from failures and successes.
  • Evolve increasingly sophisticated and efficient algorithms over time.

storage.googleapis.com/…/AlphaEvolve.pdf