Governing AI Agents Starts With Deciding What Is True
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Blogs
Explore Openstream's blog posts with perspectives & insights from our experts to help you and your business throughout your Conversational AI knowledge journey. Read the latest strategic insights below.
Why IT Operations Leaders Still Don't Trust AI to Take Action
IT operations teams have largely solved the conversational layer of the service desk. A virtual agent handles routine tickets over chat, a voice agent takes after-hours calls, and in some deployments...
Why Enterprise AI Agents Work in the Pilot but Not in Production
The calls are coming from a consistent place. An organization has deployed an AI agent that performed well in the pilot. Now it is in production, handling real volumes with real consequences, and the...
One AI Agent Is Not Enough: The Enterprise Case for Multiagent Systems
Most enterprise AI projects start with a single agent and a promising pilot. A co-pilot that drafts responses. An assistant that summarizes documents. A chatbot that fields tier-one support requests....
Why Enterprise Multi-Agent Systems Require a Different Approach
Building AI agents for enterprise environments demands compliance, explainability, and consistency that off-the-shelf language models using prompts alone cannot deliver. Yet most of the industry...
Multi-Agent Systems and the Threshold of Complexity
Every complex technology eventually reaches a point where no single person can hold it entirely in their head. In engineering, we call this the threshold of complexity. It is the line where a system...
How to Succeed with Multi-Agent Systems
The statistics are sobering: 95% of enterprise organizations have gotten zero return from their AI efforts. According to MIT's NANDA (Networked Agents and Decentralized AI), only 5% of organizations...
The Evolving Landscape of Reasoning in AI
It has been a few months since our last exploration into the realm of Reasoning in AI, and the field has witnessed significant advancements. This blog emerged from a recent discussion with Dr. Lucian...
What is Reasoning in AI?
A Conversation with an AI Expert
We had a chance to sit down with Dr. Lucian Galescu, Openstream.ai's Director of Dialogue Research, to ask him about Reasoning in Artificial Intelligence, LLMs, and...
Avoiding Hallucinations Using Neurosymbolic AI
The Story of Hallucinations, A Detective, Two Bakers and Neuro-Symbolic AI
I hate to be the one to break it to you, but trusting the output of Generative AI and GPT-based systems without a system of...