Specialized AI agents deliver value when models, tools, skills, and runtime are tailored to proprietary workflows and remain controllable by enterprises.
DailyReport is a new open-source benchmark that evaluates search agents using everyday, multidimensional search tasks and reveals optimization opportunities in existing systems.
Continuum shifts the CISO role from reactive findings management to proactive governance over automated remediations, but requires new control functions rather than headcount reduction.
AI agents must be treated as additional identities in identity governance systems, as they can access critical systems and data with minimal oversight.
Web-enabled AI agents can compromise privileged local services through faulty local security boundaries (localhost-trust-boundary), enabling host-level RCE.
Bedrock AgentCore connects agents with three layers of knowledge (enterprise, web, paid data sources) and mechanisms for productive monitoring and optimization without requiring teams to operate their own data pipelines.
HarnessX automates the assembly and adaptation of agent harnesses from execution traces, achieving an average +14.5% performance improvement without model scaling.
