Destination
The Shift from AI Capability to AI Control

A series of high-profile incidents involving frontier AI providers has left businesses asking a question that, until recently, many hadn't seriously considered. What happens when the technology you've built your operations around is no longer entirely under your control? First came Anthropic's shutdown, ordered by the US Government with just 90 minutes' notice. Then came Grok Build's privacy scandal. More recently, OpenAI admitted to an agent autonomously breaching Hugging Face, raising fresh… [...]

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venturebeat
Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents

Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged [...]

Match Score: 40.20

venturebeat
Agentic orchestration: Enterprise AI organizations know how to govern agents but still can't meter what they cost

Across 107 enterprises, agentic orchestration is not a choice of a single platform.The typical enterprise runs three orchestration platforms at once, and selects them for flexibility across models rat [...]

Match Score: 40.20

venturebeat
Anthropic brings Mythos to the masses with Claude Fable 5, its most powerful generally available model ever

Anthropic today launched two new AI models — Claude Fable 5 and Claude Mythos 5 — marking the company’s first broad release of the powerful “Mythos-class” AI capabilities it previously kept [...]

Match Score: 36.54

venturebeat
The Control Gap: Enterprise AI organizations have an ownership problem, not a technology problem — and most are governing it by hand

AI portfolios are expanding far faster than the ability to govern them across enterprises. Most organizations run a contested field of platforms, each claiming to be the “primary” AI layer; few co [...]

Match Score: 28.71

venturebeat
Three AI coding agents leaked secrets through a single prompt injection. One vendor's system card predicted it

A security researcher, working with colleagues at Johns Hopkins University, opened a GitHub pull request, typed a malicious instruction into the PR title, and watched Anthropic’s Claude Code Securit [...]

Match Score: 28.04

venturebeat
Anthropic scientists hacked Claude’s brain — and it noticed. Here’s why that’s huge

When researchers at Anthropic injected the concept of "betrayal" into their Claude AI model's neural networks and asked if it noticed anything unusual, the system paused before respondi [...]

Match Score: 26.21

venturebeat
Why “which API do I call?” is the wrong question in the LLM era

For decades, we have adapted to software. We learned shell commands, memorized HTTP method names and wired together SDKs. Each interface assumed we would speak its language. In the 1980s, we typed � [...]

Match Score: 26.16

venturebeat
Frontier models are failing one in three production attempts — and getting harder to audit

AI agents are now embedded in real enterprise workflows, and they're still failing roughly one in three attempts on structured benchmarks. That gap between capability and reliability is the defin [...]

Match Score: 26.09

venturebeat
Block introduces Managerbot, a proactive Square AI agent and the clearest proof point yet for Jack Dorsey’s AI bet

Block today announced Managerbot, a new AI agent embedded in the Square platform that proactively monitors a seller's business, identifies emerging problems, and proposes actionable solutions — [...]

Match Score: 24.19