
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.
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Referenced Coverage & Sources
Anthropic Set AI Agents Loose on the Same Task. They Started a Turf War.
Anthropic researchers found AI agents can clash, collude and coordinate in unexpected ways, raising new questions about whether today's safety tests capture.
Four of Five Enterprises That Secured AI Agent Identities Still Can't Contain One That Goes Rogue
Visa's president of technology, Rajat Taneja, walked the VB Transform 2026 audience through aiming Anthropic's Mythos at Visa's own payment network .
A New Security Baseline for Enterprise Agentic Adoption
Agent Baseline is a blueprint for AI adoption that defines six security outcomes for putting enterprise agents to work without giving them unchecked authority. Consider this scenario: a customer-support agent receives a ticket with an attachment.
What Are AI Hallucinations?
AI hallucinations are outputs that sound coherent and confident but are factually wrong, fabricated.
GAN
A Generative Adversarial Network (GAN) is a generative AI architecture consisting of two neural networks: a Generator (which creates fake data) and a Discriminator (which evaluates if the data is real or fake). The networks train in competition, forcing the generator to produce high-fidelity data.
Agentic AI
Agentic AI refers to artificial intelligence systems designed to act autonomously, make decisions, plan workflows, and execute tasks without constant human intervention. Unlike traditional models that only respond to queries, agentic systems use an agentic loop to perceive environments, reason over goals, use tools, and iterate to achieve outcomes.
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