Author

Severin Klingler

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Preprint Aug 2026

PIPES: Securing Agent Perception with Provenance and Priors

Tool-using agents consume external data from sources with different levels of trust, yet tool responses rarely identify who produced each component or what it should convey. We show that this gap enables state-corruption attacks, in which attacker-controlled content makes environmental claims beyond the informational a...

Sanjay Kariyappa, Severin Klingler, G. Suh · 0 citations

Preprint Jul 2026

NVIDIA-labs OO Agents: Native Python Object-Oriented Agents

Six model-facing ideas are identified that NOOA is, to the authors' knowledge, the first to combine on a single surface: typed input/output, pass-by-reference over live objects, code as action, programmable loop engineering, explicit object state, and model-callable harness APIs for context and events.

P. Furgale, Severin Klingler, James Nolan et al. · 0 citations