Capgemini

Predict accuracy at 64k thinking tokens from a diminishing scaling curve

Explain why your MoE server's cost per token falls sharply as batch size grows.

When to require explicit human confirmation before an agent action

Answer quality is fine in English but poor for French and Japanese users on the same corpus: likeliest cause?

Why CrewAI's manager_llm parameter is usually set to a cheaper model than the workers'

Explain why vLLM became the default serving runtime for self-hosted open-weights models

Which signal best decides when to escalate a query to a larger model?

Arrange the fallback ladder for a chat app whose primary model is overloaded

Self-consistency at inference versus trained reasoning models: what's the relationship?

When does it pay to repeat key instructions near the bottom of the user turn instead of trusting the system prompt?