#UC Berkeley
6 articles with this tag
Pretraining Poison Is Now a Remote Code Bug
Pretrained Qwen3 agents hit 92.7% remote code execution from 0.1% pretraining poison that survived clean SFT, DPO and GRPO.
Alex Krentsel on Exo and Recursive Self Improving AI Agents
Alex Krentsel reveals Exo, an open-source framework enabling self improving AI agents that safely rewrite their own runtime code.
UC Berkeley PhD Student Challenges AI Evaluation Methods
Parth Asawa, a PhD student at UC Berkeley, argues that current AI evaluation methods are insufficient for measuring continual learning and calls for a new benchmark approach.
Anthropic's CCA Exam: A Field Guide to Agentic Engineering
Frank Coyle uses Anthropic's CCA exam scenarios to provide a field guide for agentic engineering, emphasizing prompt design and system architecture.
Agentic AI Needs Ontologies for Guardrails, Says UC Berkeley Expert
Frank Coyle of UC Berkeley explains how ontologies act as essential guardrails for AI agents, combining probabilistic reasoning with formal logic for safer, more coherent systems.
Salesforce AI, Berkeley Unveil BFCL Audio Benchmark for Voice AI Precision
Salesforce AI Research and UC Berkeley have unveiled BFCL Audio, a new benchmark designed to rigorously evaluate the precision of AI models in handling audio-native function calls. In an announcement on its blog, the collaboration...
