New AI framework autonomously optimizes training data, architectures and algorithms — outperforming human baselines

EVOLVE, an agentic framework that autonomously optimizes AI training data, model architectures, and learning algorithms — ...

Why supply chains are the proving ground for automation‑led iPaaS

Supply chain has emerged as a proving ground for automation‑led integration Platform as a Service (iPaaS), a next-generation ...

RAG precision tuning can quietly cut retrieval accuracy by 40%, putting agentic pipelines at risk

Fine-tuning RAG embedding models for precision triggers a retrieval accuracy tradeoff that standard benchmarks won't catch ...

RAD Amplify Hires Tom Costello as Director of Sales

RAD Amplify, an AI-powered audience intelligence and creator marketing company, today announced the appointment of Tom Costello as Director of Sales. In this role, Costello will lead revenue growth ...

Eren Celebi

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

That Matters

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

Context decay, orchestration drift, and the rise of silent failures in AI systems

Enterprises are obsessing over model accuracy while ignoring the infrastructure layer where AI systems actually break.

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 ...

DeepSeek V4 arrives with near state-of-the-art intelligence at 1/6th the cost of Opus 4.7, GPT-5.5

DeepSeek's quest to keep frontier AI models open is of benefit to the entire planet of potential AI users, especially ...

Monitoring LLM behavior: Drift, retries, and refusal patterns

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

AI synthetic audiences are already here and poised to upend the consulting industry

I’ve seen that with very simple information about a person, such as their age, neighborhood and gender, certain behaviors can ...

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 ...