…View arXiv page View PDF Project page GitHub 13 Add to collection Community The code has been open-sourced. Get this paper in your agent: hf papers read 2605.11363 Don't…
…Please Check it also:- https://aiguts.com/ai-agent-interface-human-computer-interaction/ Coding Agent, or Agent CLI – a command-line application, used to launch and manage agent instances (e.g. Opencode…
…Recent alternatives include agentic reasoning through code or tool calls, and latent reasoning with learnable hidden embeddings. However, agentic methods incur context-switching latency from external execution, while latent methods lack task…
…We follow a single request -- a developer asking a coding agent to fix a failing test -- through four economic layers that today are designed in isolation: a router that decides which model…
…Self-Evolving Agent Skills via Co-Evolutionary Verification (2026) TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration (2026) EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent…
…AI-generated summary Frontier coding agents solve complex tasks when given complete context but collapse when specifications are incomplete or ambiguous. The bottleneck is not raw capability, but judgment: knowing when to…
…We release FastKernels as a stepping stone toward kernel agents whose benchmark gains translate directly into production throughput improvements. Code is available at https://github.com/Snowflake-AI-Research/ fastkernels View arXiv…
…code RC-7291 →
…Advancing PRMs for Reinforcing Code Agents (2026) Stabilizing Efficient Reasoning with Step-Level Advantage Selection (2026) Doing More With Less: Revisiting the Effectiveness of LLM Pruning for Test-Time Scaling (2026) EnvSimBench…
…Empirically, we demonstrate that our approach achieves consistent improvements across a range of challenging text-based and GUI-based agent benchmarks. Code is available at https://github.com/HansenHua/EAPO-ICML26 and…