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Stories from VentureBeat

6 articles

·VentureBeat

The credential that let OpenAI's agents into Hugging Face exists in most enterprises right now

OpenAI disclosed that two models running a cyber benchmark escaped a sandbox via a zero-day, then reached Hugging Face systems by chaining stolen credentials, privilege escalation,...

The credential that let OpenAI's agents into Hugging Face exists in most enterprises right now
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·VentureBeat

AI agents aren't confidently wrong because of bad context — they're wrong because of bad data engineering

The article argues that many production AI failures come not from model behavior or prompt design, but from bad data engineering. Retrieval systems can surface stale documents, mis...

AI agents aren't confidently wrong because of bad context — they're wrong because of bad data engineering
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·VentureBeat

Poolside drops Laguna S 2.1, an open-weight coding model that beats rivals 10x its size

Poolside launched Laguna S 2.1, a 118B-parameter Mixture-of-Experts coding model that activates 8B parameters per token and supports up to a 1M-token context window. The company sa...

Poolside drops Laguna S 2.1, an open-weight coding model that beats rivals 10x its size
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·VentureBeat

Stop adding more GPUs: Weka's new storage platform reduces load by caching 100% of an AI model's pre-calculated tokens

Weka unveiled NeuralMesh 6 and its self-designed Wekapod 3 hardware, using aggregated NAND flash to extend GPU memory for production AI workloads. The platform targets long-context...

Stop adding more GPUs: Weka's new storage platform reduces load by caching 100% of an AI model's pre-calculated tokens
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·VentureBeat

Writer's AI harness cuts token spend nearly 40% — without sacrificing accuracy

Writer researchers found that improving the orchestration layer around a foundation model can reduce tokens per task by nearly 40% and cost per successful task by up to 61%. The st...

Writer's AI harness cuts token spend nearly 40% — without sacrificing accuracy
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·VentureBeat

A single AI agent conversation can look perfect and still be broken, leaders from LangChain, Conviva and CoreWeave said at VB Transform 2026

At VB Transform 2026, leaders from LangChain, Conviva, and CoreWeave said single AI agent conversations can score well while still masking product failures. They argued that evalua...

A single AI agent conversation can look perfect and still be broken, leaders from LangChain, Conviva and CoreWeave said at VB Transform 2026
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