Quantified AI Research & Field Data
Every report here synthesizes data you can’t get from a single source – cross-referenced surveys, verified case studies, and field-tested benchmarks mapped by role, industry, and company size.
No opinions. No predictions. Just the numbers, the contradictions between them, and what they mean for the people making deployment decisions right now.
Built for directors, VPs, and C-suite leaders who need to brief a board, benchmark a rollout, or kill a pilot that isn’t working – and need the data to back the call.
Information-Gain Report · April 2026 AI Chatbot Dependency & Addiction: What the Data Actually Says…
What is the actual hallucination rate of GPT, Claude, and Gemini in real-world use – not just benchmark scores?
Synthesized from 5 major surveys (15,000+ participants), 3 peer-reviewed field studies, and 5 verified corporate case studies – covering role-level, department-level, and company-size ROI benchmarks for 2025-2026.
Data synthesized from 5 landmark surveys covering 100,000+ workers across 47 countries for 2025-2026.
Why Trust These Reports?
Real-World Provenance Unlike standard “news” sites, our research is born from building production AI agents in the field. We don’t just report on the industry; we build within it. Our data combines:
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Synthesized Global Data: Aggregated insights from the world’s leading consultancy firms.
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Internal Lab Data: Performance benchmarks from our own agentic workflow deployments.
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Operational Experience: 20 years of navigating high-stakes technical environments.
Last Updated: April 2026