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venturebeat 20h ago 16°

The trust paradox killing AI at scale: 76% of data leaders can't govern what employees already use

The chief data officer (CDO) has evolved from a niche compliance role into one of the most critical positions for AI deployment. These executives now sit at the intersection of data governance, AI strategy, and workforce readiness.
venturebeat 46h ago 13°

AI agents can talk to each other — they just can't think together yet

AI agents can talk to each other now — they just can't understand what the other one is trying to do. That's the problem Cisco's Outshift is trying to solve with a new architectural approach it calls the Internet of Cognition.The gap is practical: protocols like MCP and A2A let agents exchange messages and identify tools, but they don't share intent or context.
venturebeat 14h ago 11°

OpenClaw proves agentic AI works. It also proves your security model doesn't. 180,000 developers just made that your problem.

OpenClaw, the open-source AI assistant formerly known as Clawdbot and then Moltbot, crossed 180,000 GitHub stars and drew 2 million visitors in a single week, according to creator Peter Steinberger. Security researchers scanning the internet found over 1,800 exposed instances leaking API keys, chat histories, and account credentials.
venturebeat 44h ago

Infostealers added Clawdbot to their target lists before most security teams knew it was running

Clawdbot's MCP implementation has no mandatory authentication, allows prompt injection, and grants shell access by design. Monday's VentureBeat article documented these architectural flaws. By Wednesday, security researchers had validated all three attack surfaces and found new ones.Commodity infostealers are already exploiting this. RedLine, Lumma, and Vidar added the AI agent to their target lists before most security teams knew it was running in their environments.
venturebeat 33h ago

How leading CPG brands are transforming operations to survive market pressures

Presented by SAP The consumer packaged goods industry is experiencing a fundamental shift that's forcing even the most established brands to rethink how they operate. It's what some folks call the CPG squeeze, or a convergence of margin compression, trade policy headwinds, and the sobering reality that pricing-led growth is no longer a viable strategy.
venturebeat 31h ago

AI models that simulate internal debate dramatically improve accuracy on complex tasks

A new study by Google suggests that advanced reasoning models achieve high performance by simulating multi-agent-like debates involving diverse perspectives, personality traits, and domain expertise.Their experiments demonstrate that this internal debate, which they dub “society of thought,” significantly improves model performance in complex reasoning and planning tasks.
venturebeat 19h ago

Arcee's U.S.-made, open source Trinity Large and 10T-checkpoint offer rare look at raw model intelligence

San Francisco-based AI lab Arcee made waves last year for being one of the only U.S.
venturebeat 19h ago

This tree search framework hits 98.7% on documents where vector search fails

A new open-source framework called PageIndex solves one of the old problems of retrieval-augmented generation (RAG): handling very long documents.The classic RAG workflow (chunk documents, calculate embeddings, store them in a vector database, and retrieve the top matches based on semantic similarity) works well for basic tasks such as Q&A over small documents.PageIndex abandons the standard "chunk-and-embed" method entirely and treats document retrieval not as a search probl...