Caladan Research

Caladan Research

Our research philosophy

Question everything

N× ×N Input Embedding Output Embedding Multi-Head Attention Add & Norm Feed Forward Add & Norm Masked Multi-Head Attention Add & Norm Multi-Head Attention Add & Norm Feed Forward Add & Norm Linear Softmax Positional Encoding Positional Encoding INPUTS OUTPUTS (SHIFTED RIGHT) OUTPUT PROBABILITIES question everything … a purpose. ⟨end⟩ 0.95 We 0.02 Our 0.01
Fig. — The Transformer, after Vaswani et al., “Attention Is All You Need” (2017).

Every meaningful solution begins with a question worth exploring. We study complex problems, challenge assumptions and test ideas to understand not only what is possible, but what is worth pursuing.

Curiosity drives our research. Evidence guides our decisions. Engineering turns what we learn into technology that serves a purpose.