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 ...

That Matters

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

Eren Celebi

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 ...

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 ...

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 ...