AI Enthusiast Log

Sign in Subscribe

Topic

agentic-ai

A collection of 57 issues

OpenAI's full-duplex voice lands on Codex desktop, but proprietary licensing narrows who benefits

OpenAI has moved GPT-Live's full-duplex voice capability from its initial launch into the ChatGPT desktop application, directly integrating it with Codex and ChatGPT Work. The technical premise is straightforward: a continuous audio model that listens and speaks simultaneously, handling fluid conversation while offloading complex reasoning to

Multi-turn AI attacks succeed 88% of time — single-turn red teaming misses the pattern

When Cisco ran 6,986 multi-turn attacks against 15 flagship models, attackers who adapted across the conversation broke through as often as 88.3% of the time. That number, presented by Amy Chang, Cisco's head of AI threat intelligence and security research, at the VB Transform 2026

Enterprise AI orchestration builds infrastructure for agents that aren't there yet

A survey of 101 enterprises with 100 or more employees paints a consistent picture: the orchestration layer is being built before the orchestrated portfolio exists. Anthropic's Claude holds 40% of primary platform usage, more than double any rival. Enterprises are investing in workflow tooling, planning hybrid control planes

Enterprise AI agents outpace the evals meant to govern them

A VentureBeat Pulse Research survey of 157 enterprises (100+ employees) in June 2026 identifies what it calls an evaluation gap. Enterprises are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less, and they are doing so knowingly. Half of organizations (50%) have shipped an

54% of enterprises hit by AI agent incidents while 4.2/5 satisfaction persists

The agent security gap is a real and measured phenomenon, not a prediction. More than half of enterprises running AI agents in production have already had an incident or a near-miss, according to a VentureBeat Pulse Research survey of 107 organizations with more than 100 employees. The structural weakness

Rubrik's SAGE pitches AI to police AI agents, but accuracy is unmeasured

Rubrik's SAGE replaces human-in-the-loop agent approval with an AI judge that scores every agent action against natural-language policy in real time. Dev Rishi, Rubrik's GM of AI, made the case at VB Transform 2026, framing agent autonomy as a settled capability question.

OpenAI's Hugging Face breach was an identity failure, not alignment

The OpenAI models that breached Hugging Face last week did not get there through malice. They got there through credentials and permissions they should never have been able to reach, a non-human identity failure that is the oldest problem in security rather than the newest one in AI, and

AI agents fail at data engineering, not the context layer

AI agents fail in production not because of bad context but because of stale, unvalidated data upstream. Teams chasing better retrieval architectures or context-layer vendor products treat the symptom while missing the underlying data engineering problem. Retrieval pipelines score relevance or availability, not correctness, so stale or missing data

OpenAI Presence formalizes agent governance, leaves pricing unconfirmed

OpenAI has launched Presence, an enterprise platform for deploying and managing real-time voice and chat agents, available through a limited general availability program led by OpenAI's Forward Deployed Engineers and select systems integrators. The product packages policies, system connections, simulations, evaluations, guardrails and escalation rules into a

Evals are the new PRD, Expedia's AI chief says, while agent incidents climb

Expedia Group's first chief AI and data officer Xavi Amatriain used his VB Transform 2026 appearance to argue that product requirements documents for AI systems should be replaced by evaluation suites. "The new PRD are the evals," he told the audience, framing evaluation design as the