The AI context gap: Enterprise AI organizations have a trust problem, not a retrieval problem — and most are still building the fix
A report found 69% of production text is system prompts, while more than 70% of organizations now use three or more models.
10 Articles
10 Articles
The AI context gap: Enterprise AI organizations have a trust problem, not a retrieval problem — and most are still building the fix
Across 101 enterprises, the infrastructure that feeds AI agents their business context is being built faster than it can be trusted. Retrieval-augmented generation is already the default context source, and provider-native retrieval has quietly overtaken the dedicated vector databases that define the category — yet a majority of enterprises have already watched their agents produce confident, wrong answers traced to missing or inconsistent conte…
AI and automation: Debunking the 5 most common myths
AI use continues to expand in the global workplace, but most businesses are still in the experimental or piloting stages, with just a small percentage actually deriving value from it[1]. In industrial settings, mindset is proving a barrier to greater adoption. The 2025 Edelman Trust Barometer found that trust in AI is lowest in developed economies like the UK, Germany and the US[2]. This represents a real challenge because trust is fundamental t…
All companies dream of an AI that works like a Ferrari engine: fast, precise and powerful. Today, this performance is within their reach. But most of them are mistaken about the fuel they put in the tank. With a quality fuel, a Ferrari engine delivers its full potential. With a mix of files [...] The post L的IA does not have a performance problem. Companies have an information problem. appeared first on IT SOCIAL.
AI Agents Go Mainstream as Organizations Struggle With Knowledge Access
Key Takeaways: AI agents have become a standard part of operations across many organizations. Access to trusted internal knowledge remains the biggest barrier to AI effectiveness. Leading enterprises are strengthening governance and adopting multi-platform AI strategies. AI agents have rapidly entered the enterprise mainstream, but the systems that provide them with trusted business context and content have not evolved at the same pace. As orga…
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Bias Distribution
- 67% of the sources are Center
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