Samsung

Why does the transformer block use LayerNorm or RMSNorm instead of BatchNorm?

When does multi-agent architecture improve on a single sophisticated agent, and when does it hurt?

Find the bug: a Llama deployment serves traffic without prepending the BOS token.

An LLM never sees raw text. So what does it process?

What is the operational difference between DPO and RLHF?

What does ORPO combine into one stage, and why?

What does it mean when an LLM 'makes a tool call'?

What events must be logged in every agent execution trace for debugging to be tractable?

Architect a layer pattern mixing sliding window and global attention for huge contexts

Identify the cost penalty a supervisor topology pays that a peer swarm does not