Sponsor of the Day:
Jerkmate
https://apxml.com/courses/agentic-llm-memory-architectures/chapter-4-complex-planning-tool-integration/task-decomposition-strategies
LLM Agent Task Decomposition Strategies
Implement methods for breaking down complex goals into manageable sub-tasks.
llm agenttask decompositionstrategies
https://www.amazon.science/nova-ai-challenge/proceedings/stepwise-multi-turn-jailbreak-attacks-on-code-llms-via-task-decomposition-and-test-time-scaling
Stepwise multi-turn jailbreak attacks on code LLMs via task decomposition and test-time scaling -...
In this technical report, we present our automated red-teaming framework designed to induce jailbreaks in targeted code-generating Large Language Models...
multi turnllms viatask decompositiontest timestepwise
https://zylos.ai/zh/research/2026-01-16-long-running-ai-agents
Long-Running AI Agents and Task Decomposition 2026 | Zylos Research
Research on how AI agents handle extended operations, task decomposition strategies, and context management
long running ai2026 zylos researchtask decompositionagents