Ai Research on Tenu Tech Brief https://cluster-site.onrender.com/tags/ai-research/ Recent content in Ai Research on Tenu Tech Brief Hugo -- 0.146.0 en-us Tue, 24 Feb 2026 06:06:03 +0000 Federated Reasoning Distillation Framework with Model Learnability-Aware Data Allocation https://cluster-site.onrender.com/posts/federated-reasoning-distillation-framework-with-model-learnability-aware-data-allocation/ Tue, 24 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/federated-reasoning-distillation-framework-with-model-learnability-aware-data-allocation/ • Addresses bidirectional model learnability gap in federated LLM-SLM reasoning collaboration. • Introduces LaDa framework with learnability-aware data filter for high-reward sampl Prompt Optimization Via Diffusion Language Models https://cluster-site.onrender.com/posts/prompt-optimization-via-diffusion-language-models/ Tue, 24 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/prompt-optimization-via-diffusion-language-models/ • Diffusion-based framework refines system prompts via masked denoising in an iterative manner. • Conditions on interaction traces: user queries, model responses, and optional feed Replication Study: Federated Text-Driven Prompt Generation for Vision-Language Models https://cluster-site.onrender.com/posts/replication-study-federated-text-driven-prompt-generation-for-vision-language-models/ Tue, 24 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/replication-study-federated-text-driven-prompt-generation-for-vision-language-models/ • FedTPG introduces dynamic text-driven prompt generation for vision-language models in federated settings. • Replication evaluated on six datasets, achieving 74.58% seen, 76.00% u Simple Baselines are Competitive with Code Evolution https://cluster-site.onrender.com/posts/simple-baselines-are-competitive-with-code-evolution/ Fri, 20 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/simple-baselines-are-competitive-with-code-evolution/ • Code evolution uses LLMs to mutate code, yet lacks baseline comparisons. • Authors test two simple baselines across math bounds, agentic scaffolds, and ML contests. • Baselines m Vulnerabilities in Popular PDF Platforms Allowed Account Takeover, Data Exfiltration https://cluster-site.onrender.com/posts/vulnerabilities-in-popular-pdf-platforms-allowed-account-takeover-data-exfiltration/ Wed, 18 Feb 2026 13:16:19 +0000 https://cluster-site.onrender.com/posts/vulnerabilities-in-popular-pdf-platforms-allowed-account-takeover-data-exfiltration/ • 16 critical, high, and medium‑severity vulnerabilities found in Foxit and Apryse PDF platforms. • Flaws include DOM XSS, SSRF, path traversal, and OS command injection. • Attacke