pith. sign in

AAAI , author=

4 Pith papers cite this work. Polarity classification is still indexing.

4 Pith papers citing it

citation-role summary

background 1

citation-polarity summary

fields

cs.AI 4

years

2026 4

verdicts

UNVERDICTED 4

roles

background 1

polarities

background 1

clear filters

representative citing papers

Counterfactual Trace Auditing of LLM Agent Skills

cs.AI · 2026-05-12 · unverdicted · novelty 7.0 · 2 refs

Counterfactual Trace Auditing detects 522 behavioral change patterns from skills on 49 tasks where pass rates shift only 0.3 points on average.

FORTIS: Benchmarking Over-Privilege in Agent Skills

cs.AI · 2026-05-09 · unverdicted · novelty 7.0 · 2 refs

FORTIS benchmark shows over-privilege is the norm in LLM agent skill selection and execution, with models reaching for higher-privilege skills and tools than required across ten frontier models and three domains.

RaMem: Contextual Reinstatement for Long-term Agentic Memory

cs.AI · 2026-06-22 · unverdicted · novelty 5.0

RaMem improves LLM agent memory by grounding fragments in original conditions like time and participants, then using validity-aware retrieval, yielding >10% average F1 gains over baselines.

citing papers explorer

Showing 1 of 1 citing paper after filters.

  • Counterfactual Trace Auditing of LLM Agent Skills cs.AI · 2026-05-12 · unverdicted · none · ref 21 · 2 links

    Counterfactual Trace Auditing detects 522 behavioral change patterns from skills on 49 tasks where pass rates shift only 0.3 points on average.