VentureBeat surveys suggest enterprises are buying agent platforms fast, but security, context, evaluation and cost controls lag real deployment needs.

VentureBeat covers direct corpus interaction, a method that lets AI agents search raw corpora with command-line tools.

VentureBeat warns AI could erode the human expertise needed to evaluate and improve future knowledge-work models.

Threat actors exploited legitimate AI security tools at 90+ organizations using malicious prompt injection, with the next wave gaining write access to firewalls.