… The following papers were recommended by the Semantic Scholar API PIArena: A Platform for Prompt Injection Evaluation 2026 Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs 2026 Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large L… …
… "mlx-community/gemma-4-26b-a4b-bf16" instead of "mlx-community/gemma-4-26B-A4B-it" The following command worked for me: ▶ mlx vlm.generate \ --model "mlx-community/gemma-4-26b-a4b-it-4bit" \ --prompt "What is the capital of France?" \ --kv-bits 3.5 \ --kv-quant-scheme turboquant Hi All Struggling t… …
… The following papers were recommended by the Semantic Scholar API PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses 2026 Uncovering Linguistic Fragility in Vision-Language-Action Models via Diversity-Aware Red Teaming 2026 T-MAP: Red-Teaming LLM Agents with Trajectory-… …
… The following papers were recommended by the Semantic Scholar API When Background Matters: Breaking Medical Vision Language Models by Transferable Attack 2026 Towards Understanding the Robustness of Sparse Autoencoders 2026 Adversarial Prompt Injection Attack on Multimodal Large Language Models 202… …
… AI-generated summary Diffusion models are primarily trained for image synthesis, yet their denoising trajectories encode rich, spatially aligned visual priors . …
… The following papers were recommended by the Semantic Scholar API SaFeR-Steer: Evolving Multi-Turn MLLMs via Synthetic Bootstrapping and Feedback Dynamics 2026 ContextualJailbreak: Evolutionary Red-Teaming via Simulated Conversational Priming 2026 Transient Turn Injection: Exposing Stateless Multi-… …
… This creates a large privacy attack surface: plaintext prompts and logs may contain PII , medical/financial data, credentials cloud memory stores can leak via retrieval, prompt injection, inversion, or misconfiguration naïve mitigation e.g., masking destroys task semantics , harming retrieval and p… …