InfoQ

Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...
InfoQ

Claude Opus 4.6 Introduces Adaptive Reasoning and Context Compaction for Long-Running Agents

Anthropic’s Claude Opus 4.6 introduces "Adaptive Thinking" and a "Compaction API" to solve context rot in long-running agents. The model supports a 1M token context window with 76% multi-needle ...
IEEE

Fuzzy Observer-Based Input/Output Event-Triggered Control for Euler–Lagrange Systems With Guaranteed Performance and Input Saturation

Abstract: This article is concerned with the input and output event-triggered control simultaneously for uncertain Euler–Lagrange systems with input saturation via backstepping technology. An ...
IEEE

Adaptive Practical Predefined-Time Control for Uncertain Teleoperation Systems With Input Saturation and Output Error Constraints

Abstract: In this article, the synchronization tracking control issue is investigated for uncertain teleoperation systems with input saturation and output error ...