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Author

Adnan El Assadi

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#artificial intelligence Preprint Sep 2026

Incident-Arena: Getting agents to the last nine of reliability

AI coding agents are ubiquitous in engineering workflows amongst industry and academia. Yet, despite their use in app coding, relatively less attention has been paid to their ability to execute on production incident response. This emerging field, termed agentic site-reliability-engineering (SRE) contains benchmarks li...

Andre Fu, Malik Drabla, Leon Liu et al. · 0 citations
Preprint Aug 2026

The Embedder's Dilemma: LLMs Are Better, but at What Cost?

These results support a division of labour: use embedding models for similarity, classification, and clustering, and reserve LLMs for reasoning-intensive retrieval, and reserve LLMs for reasoning-intensive retrieval.

Adnan El Assadi, Niklas Muennighoff, Jinhyuk Lee · 4 citations

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