Federico Berto

Founding Scientist at Radical Numerics. Tokyo, Japan

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I am a Founding Scientist at Radical Numerics, where I work on general biological intelligence and next-generation genome language models, agentic AI for Recursive Self-Improvement, and efficient architectures, among other things.

I obtained my Ph.D. in the Industrial and Systems Engineering department at KAIST, where I was fortunate to be advised by Prof. Jinkyoo Park at the Systems Intelligence Laboratory (SILAB) .

My main research interests include:

  • Efficient architectures beyond autoregressive transformers
  • Genomic and biological foundation models (AI for Science; biosecurity and biodefense)
  • AI for Combinatorial Optimization
  • Multi-agent systems and agentic AI

I love to work on open-source projects. I recently co-founded the AI4CO open research group and collaborate with DiffEqML.

news

Jun 15, 2026 Radical Numerics ⠏⠆ raised a $50M seed to build general biological intelligence, and previewed Omnii, our next-generation genome language model for human health and biodefense!
May 22, 2026 A new paper (Rethinking Neural Vehicle Routing as Multi-Agent Decision Making) has been accepted at the GFM Workshop @ ICML 2026!
May 01, 2026 RouteFinder has been accepted to the ICML 2026 Journal-to-Conference (J2C) Track! πŸ‡°πŸ‡·
Jan 25, 2026 A paper (RRNCO) has been accepted at ICLR 2026 πŸ‡§πŸ‡·
Nov 08, 2025 Two papers (TrajEvo and USPR) got accepted at AAAI 2026!
Sep 18, 2025 PARCO has been accepted at NeurIPS 2025! See you in San Diego πŸ‡ΊπŸ‡Έ
Sep 15, 2025 The RouteFinder paper has been published in TMLR!