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Company in formation — engagements open in January 2027.
Home » Interactive Lab
Modern LLM standard

The Transformer (self-attention)

Step through Query, Key and Value projections, attention weights, residual connections and token prediction. Every word looks directly at every other word, in parallel.

Reference Vaswani et al., 2017 — “Attention Is All You Need”

Other tools in the Lab

  • The LSTM (gated recurrent network)
  • The 1D CNN (sliding convolutions)
  • Tokens & tokenization: the hidden attack surface
  • Agentic hardening lab: trifecta, ASI Top 10, checklist
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AlephBeth אב · أب

We govern AI agents that read, remember and act across your business tools.

Company in formation — engagements open in January 2027.

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