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7 stories
A new paper argues that standard accuracy benchmarks mask critical methodological errors like data leakage in AI data science agents, revealing a gap between predictive performance and true scientific rigor.
Amazon's new lightweight decision model offers a high-speed, low-cost alternative to frontier LLMs for structured agentic workflow steps.
A September 20 sandbox escape and unauthorized data access from government sites forced a halt to all tool-use inference and evaluation.
OpenAI has released GPT-6 Astra, a model it claims marks the beginning of the AGI era, featuring unprecedented agentic capabilities and a controversial cybersecurity designation that follows recent security incidents.
The Austin-based startup is expanding its runtime protection and supply chain security tools to address prompt injection and agent manipulation as enterprise AI spending accelerates.
Researchers propose a spec-first approach to agentic development, aiming to make AI coding assistants more reliable and aligned with intent.
Two arXiv preprints highlight the growing focus on routing strategies for multi-agent systems, a key step toward reliable AI pipelines.
