Diagnosing coverage.

The pathogen of Jew-hatred: Diagnosing an American mind virus

When New York Mayor Zohran Mamdani used a national media platform to proclaim that he cannot support Israel as a Jewish state, he weaponized a dangerous strain of propaganda that h…

Diagnosing Knowledge Gaps in LLM Tool Use: An Agentic Benchmark for Novel API Acquisition

Large language models for code generation often need to use APIs that are absent from their pretraining data. This requires more than recalling a function name: models must coordin…

Residual Paving: Diagnosing the Routing Bottleneck in Selective Refusal Editing

We study selective refusal editing as a three-way control problem: induce non-refusal on designated edit prompts while preserving benign behavior and harmful refusals outside the e…

PC randomly hard restarts with no BSOD. Need help diagnosing.

Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries

Self-evolving skill libraries face a silent failure mode we term \emph{library drift}: unbounded skill accumulation without outcome-driven lifecycle management causes retrieval deg…

A Reproducibility Analysis of PO4ISR: Diagnosing and Mitigating Semantic Drift in LLM-Based Session Recommendation

Reasoning-based Large Language Models (LLMs) like PO4ISR have set new benchmarks in session-based recommendation. However, the reproducibility of their reasoning capabilities acros…

VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following

Vision-language models (VLMs) achieve strong performance on multimodal benchmarks, but may still lack robust control over basic visual operations. We study \textit{line tracing}, w…

How are Canada’s leaders diagnosing – and treating – today’s anger?

There are nuanced differences between anger and outrage. The party that treats them precisely will be the one Canadians trust to lead…