Custom SLM vs LLM: AI Technology Decision Framework for B2B SaaS
Article summary
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Originally published at twarx.com - read the full interactive version there. Last Updated: August 3, 2026 Most AI technology workflows are solving the wrong problem entirely. The debate everyone is having — GPT-5 versus Claude Sonnet 4.5, custom SLM versus off-the-shelf LLM — is a distraction from the failure mode that actually kills B2B deployments: the coordination between models, tools, and systems that no one designed. This is the single most expensive blind spot in modern AI technology…
1Key Takeaways
- Originally published at twarx.com - read the full interactive version there.
- Last Updated: August 3, 2026 Most AI technology workflows are solving the wrong problem entirely.
- The debate everyone is having — GPT-5 versus Claude Sonnet 4.5, custom SLM versus off-the-shelf LLM — is a distraction from the failure mode that actually kills B2B deployments: the coordination between models, tools, and systems that no one designed.
- This is the single most expensive blind spot in modern AI technology….
2AIWedia Score
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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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