#Model Evaluation

3 articles with this tag

OpenAI Simulates AI Deployments
Artificial Intelligence

OpenAI Simulates AI Deployments

OpenAI's new deployment simulation technique replays past conversations with candidate models to predict real-world behavior and mitigate risks before release.

4 days ago
Unmasking LVLM Hallucinations
AI Research

Unmasking LVLM Hallucinations

New research introduces the HalluScope benchmark, revealing textual priors as the main driver of LVLM hallucinations. A new framework, HalluVL-DPO, uses preference optimization to improve visual grounding.

about 2 months ago
LLM Fragility Under Lexical Constraints
AI Research

LLM Fragility Under Lexical Constraints

LLMs collapse under simple lexical constraints, revealing fragility in instruction tuning and flawed evaluation methods.

2 months ago