Eren Celebi

VentureBeat delivers news, analysis, and insights on AI, data, and security—helping business leaders stay ahead in the rapidly evolving tech landscape.

Monitoring LLM behavior: Drift, retries, and refusal patterns

The offline pipeline's primary objective is regression testing — identifying failures, drift, and latency before production.

85% of enterprises are running AI agents. Only 5% trust them enough to ship.

Cisco's Jeetu Patel says the gap between piloting and shipping AI agents comes down to trust architecture — and that closing ...

OpenAI's GPT-5.5 is here, and it's no potato: narrowly beats Anthropic's Claude Mythos Preview on Terminal-Bench 2.0

So when it comes to models that the general public can access, GPT-5.5 has retaken the crown for OpenAI, achieving the ...

Derah Onuorah, Microsoft

VentureBeat delivers news, analysis, and insights on AI, data, and security—helping business leaders stay ahead in the rapidly evolving tech landscape.

Google’s Gemini can now run on a single air-gapped server — and vanish when you pull the plug

Cirrascale and Google Cloud are bringing Gemini on-premises through Google Distributed Cloud, giving enterprises and ...

Talking to AI agents is one thing — what about when they talk to each other? New startup Band debuts 'universal orchestrator'

Already, BAND's early users — and enterprises more broadly — are mixing and matching AI agents powered by models from various ...

Mystery solved: Anthropic reveals changes to Claude's harnesses and operating instructions likely caused degradation

Anthropic claims it has resolved the issues by reverting the reasoning effort change and the verbosity prompt, while fixing ...

WRD wants to do for language learning what GPS did for navigation — remove the thinking

WRD’s own research, published on the app’s website, shows that users following this approach reach the same levels of ...

OpenAI's ChatGPT Images 2.0 is here and it does multilingual text, full infographics, slides, maps, even manga — seemingly flawlessly

For creators working on storyboards or brand campaigns, the most impactful new feature is the ability to generate up to eight ...

Google’s new Deep Research and Deep Research Max agents can search the web and your private data

Google unveiled Deep Research and Deep Research Max, new Gemini 3.1 Pro-powered AI agents that combine web search, ...

CVSS scored these two Palo Alto CVEs as manageable. Chained, they gave attackers root access to 13,000 devices.

CVSS vulnerability triage missed a chained Palo Alto attack that hit 13,000 devices. Five failure classes and the fixes ...