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6 results for "autonomous"
- ai · arxiv/cs.LG · 5 min
Frontier coding agents now autonomously build AlphaZero pipelines
Claude Opus 4.7 successfully implements end-to-end ML systems from task descriptions alone, matching external solvers on Connect Four within three hours.
Apr 29, 2026 Read → - ai · arxiv/cs.AI · 3 min
VLAA-GUI: Framework Stops Agents from Looping and Guessing
A modular GUI automation system uses verification, loop detection, and search to prevent autonomous agents from declaring false success or repeating failed actions.
Apr 24, 2026 Read → - engineering · arxiv/cs.AI · 8 min
Atomic Decision Boundaries: Why Split Governance Fails at Runtime
Autonomous systems need decisions and state changes fused into one indivisible step; separation creates an architectural gap no policy can close.
Apr 23, 2026 Read → - ai · hackernoon · 6 min
Why AV Data Annotation Fails at Scale and What Fixes It
Autonomous vehicle programs collapse not from bad models but from annotation pipelines that were never built to handle production volume.
Apr 18, 2026 Read → - ai · hackernoon · 2 min
AI Coding Agents Reshape Developer Work, Not Replace It
HackerNoon's April 2026 roundup shows autonomous ML agents and agentic workflows solving real problems, shifting focus from coding skill to agent orchestration.
Apr 18, 2026 Read → - ai · arxiv/cs.AI · 4 min
TableNet: LLM-Driven Dataset for Table Structure Recognition
Researchers introduce an autonomous multi-agent system that generates synthetic tables at scale and uses active learning to train structure recognition models more efficiently.
Apr 17, 2026 Read →