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Chatbot

42 stories tagged Chatbot

Conversational Risk Accumulation: New Framework Detects Hidden Dangers in Multi-Turn AI Chats
research

Conversational Risk Accumulation: New Framework Detects Hidden Dangers in Multi-Turn AI Chats

Researchers from ArXiv cs.CL have introduced a session-layer framework to detect Conversational Risk Accumulation (CRA) in multi-turn LLM systems. Unlike existing guardrails that evaluate each prompt-response in isolation, the CRA Framework tracks semantic drift, fragmented assembly of prohibited instructions, and sensitivity build-up over a dialogue. This could make future AI conversations significantly safer.

Enterprise AI adoption: Most 'agents' are just chatbots in disguise, says VentureBeat study
industry

Enterprise AI adoption: Most 'agents' are just chatbots in disguise, says VentureBeat study

A VentureBeat Pulse Research report of 101 enterprises finds that most deployed 'AI agents' are actually simple chatbot wrappers, not true autonomous agents. Anthropic's Claude leads agent orchestration adoption due to reliable multi-step execution, while enterprises deliberately build hybrid control planes to avoid vendor lock-in. Real-time fiscal control over token burn remains rare.

via VentureBeat AI#AI#Enterprise#AI Agents