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Daily Journal: The 95% Crisis — When AI Pilots Can't Cross the Production Chasm | Synapse

March 2, 20260 citationsOpen Access

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Daily Journal: The 95% Crisis — When AI Pilots Can't Cross the Production Chasm

OIOleh Ivchenko

Key Points

This research examines the hurdles AI pilots encounter in transitioning to full production.
Analyses of AI pilot projects
Study of production implementation challenges
Discussion on obstacles to scaling AI technology
Identifies a 95% failure rate in AI project transitions
Highlights key barriers in production environments
Suggests strategies to overcome these challenges

Abstract

Research article: Daily Journal: The 95% Crisis — When AI Pilots Can't Cross the Production Chasm

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Cite This Study

Oleh Ivchenko (Sat,) studied this question.

synapsesocial.com/papers/69a52e56f1e85e5c73bf1e34 https://doi.org/https://doi.org/10.5281/zenodo.18818387

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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1The Training Gap: When AI Capability Outpaces Workforce Readiness2026
2Capability Theater: When AI Demos Succeed and Production Deployments Fail2026
3The Data Readiness Gap: How Incomplete Data Infrastructure Blocks AI in Production2026
4AI Productivity Paradox: When Economy-Wide Gains Remain Elusive Despite Task-Level Breakthroughs2026
5The AI Paradox: The Great Divergence Between Market Sentiment and Enterprise Reality (2025–2026)2026