Opinion

Claude Code cache confusion as Anthropic tweaks defaults, but quotas still drain

Anthropic last month reduced the TTL (time to live) for the Claude Code prompt cache from one hour to five minutes for many requests, but said this should not increase costs despite users reporting ...
IEEE

Improving API Knowledge Comprehensibility: A Context-Dependent Entity Detection and Context Completion Approach Using LLM

Abstract: Extracting API knowledge from Stack Overflow has become a crucial way to assist developers in using APIs. Existing research has primarily focused on extracting relevant API-related knowledge ...
IEEE

In-Context Learning in Large Language Models (LLMs): Mechanisms, Capabilities, and Implications for Advanced Knowledge Representation and Reasoning

Abstract: The rapid growth of Large Language Models (LLMs) and their in-context learning (ICL) capabilities has significantly transformed paradigms in artificial intelligence (AI) and natural language ...