…Haebin Seong , , Abstract A two-level framework automates AI agent deployment by optimizing task-specific harnesses through evolutionary loops and meta-learning protocols, eliminating the need for manual harness engineering. AI-generated…
…Towards Trustworthy Evaluation of Autonomous Agents (2026) ClawArena: Benchmarking AI Agents in Evolving Information Environments (2026) AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation (2026) OccuBench: Evaluating AI Agents…
…AI-generated summary Agent skills provide a lightweight way to adapt LLM agents to specialized domains by storing reusable procedural knowledge in structured files. However, whether downloaded from third parties or self…
…AI-generated summary Visual reasoning , often interleaved with intermediate visual states, has emerged as a promising direction in the field. A straightforward approach is to directly generate images via unified models during…
Papers arxiv:2604.26091 Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital Published on Apr 28 Submitted by Poof on Apr 30 DXRG AI Inc Authors: , , , , , , Abstract Autonomous language…
…an outer-loop AI agent autonomously redesigns the inner-loop pipeline of an LLM policy-synthesis system for multi-agent Sequential Social Dilemmas (SSDs). A researcher agent R (run as a coding…
…AI-generated summary Industrial LLM agent systems often separate planning from execution, yet LLM planners frequently produce structurally invalid or unnecessarily long workflows, leading to brittle failures and avoidable tool and API…
…AI Agents (2026) Please give a thumbs up to this comment if you found it helpful! If you want recommendations for any Paper on Hugging Face checkout this Space You can directly…
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…Context-Grounded Agentic Workflows (2026) AlphaLab: Autonomous Multi-Agent Research Across Optimization Domains with Frontier LLMs (2026) Toward Autonomous Long-Horizon Engineering for ML Research (2026) AI-Supervisor: Autonomous AI Research Supervision…
