AI Technology Fails in the Handoffs: SLM vs LLM and the AI Coordination Gap
Article summary
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Originally published at twarx.com - read the full interactive version there. Last Updated: July 21, 2026 Most AI technology workflows are solving the wrong problem entirely. They obsess over which model to deploy — GPT-5, Claude Sonnet 4.5, a fine-tuned SLM — while the actual failure happens in the space between systems, where no one owns the handoff. This matters right now because only 34% of enterprises trust the AI agents they've already deployed, according to the 2026 Boomi Enterprise AI…
1Key Takeaways
- Originally published at twarx.com - read the full interactive version there.
- Last Updated: July 21, 2026 Most AI technology workflows are solving the wrong problem entirely.
- They obsess over which model to deploy — GPT-5, Claude Sonnet 4.5, a fine-tuned SLM — while the actual failure happens in the space between systems, where no one owns the handoff.
- This matters right now because only 34% of enterprises trust the AI agents they've already deployed, according to the 2026 Boomi Enterprise AI….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that originally published at twarx.com - read the full interactive version there.
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