More than half of enterprises (54%) have already experienced a confirmed AI agent security incident or near-miss, according to a VentureBeat Pulse Research survey of 107 organizations with over 100 em…
A VentureBeat Pulse Research survey of 107 enterprises found that AI infrastructure spending is accelerating faster than organizations can measure its costs, with 83% reporting GPU utilization of 50% …
A VentureBeat Pulse Research survey of 101 enterprises found that 57% have seen AI agents produce confident but wrong answers traced to missing or inconsistent business context in the past six months,…
Half of enterprises (50%) have shipped an AI agent that passed internal evaluations but caused a customer-facing failure in the past year, according to a VentureBeat Pulse Research survey of 157 organ…
Cohere VP of Product Engineering Rachad Alao argued at VB Transform 2026 that AI sovereignty is essential for enterprises running mission-critical systems, emphasizing tight control over data and infr…
A VentureBeat Pulse Research survey of 101 enterprises finds that Anthropic's Claude leads enterprise AI agent orchestration by a wide margin, but most deployments lack autonomy, tool usage, or multi-…
Only 4% of senior tech leaders trust model guardrails alone, according to a VentureBeat survey, highlighting a massive gap between AI agent capability and enterprise deployment. Bryan Silverthorn, dir…
Anthropic's Claude is the primary agent orchestration platform for 40% of 101 enterprises surveyed by VentureBeat, more than double any rival, but 71% of respondents say a quarter or fewer of their de…
DeepSeek's 75% price cut on its V4-Pro model, reported in May 2026, exposes a deeper problem for AI founders: agentic products consume tokens far faster than model prices drop, according to a VentureB…
A VentureBeat Research survey of 573 technical leaders at companies with 100+ employees found that 86% of enterprises operating their own GPUs run those chips at 50% utilization or less, revealing a w…
Anthropic published research revealing a hidden internal workspace in its Claude language model, called J-space, where the model processes concepts before outputting text. The company developed a tool…
A VentureBeat survey of 573 tech leaders reveals that 54% of enterprises have faced security incidents with AI agents in the past year, prompting a scramble to retrofit controls. Companies are plannin…
A developer argues that perceived model degradation after updates is almost always caused by changes to the wrapper layer—the router, system prompt, reasoning effort, and verbosity caps—rather than th…
A VentureBeat survey of 107 enterprises found that 54% have experienced an AI agent security incident or near-incident, with 69% using shared credentials across bots and only 30% sandboxing high-risk …
Anthropic researchers discovered an internal activation subspace in Claude, called J-space, that functions as a digital equivalent to the human brain's global workspace, satisfying five key cognitive …
Anthropic published research on July 6, 2026, revealing that its Claude AI model contains a small set of internal neural patterns called J-space, identified using a Jacobian-based technique named J-le…
By 2026, AI agents moved from demos to production, introducing runaway costs from tool calls and recursive reasoning. A VentureBeat survey found 79% of enterprises took financial hits from autonomous …
Anthropic researchers identified a set of internal neural patterns called 'J-space' in its Claude AI model using a Jacobian-based technique, linking these patterns to verbalizable concepts. The compan…
Z.ai launched ZCode, a free desktop coding environment built around its GLM-5.2 model, on July 1, entering the competitive AI coding-agent market against Cursor, Claude Code, and GitHub Copilot. The t…
A developer warns that Anthropic's Claude Tag, an ambient AI agent that lives inside Slack channels, lacks a trust layer for team accountability. The engineer built a Python library with primitives li…