Custom SLM vs LLM Professional Services: The 2026 Decision Framework
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Originally published at twarx.com - read the full interactive version there. Last Updated: July 24, 2026 The first time I watched a partner at a mid-size firm read an AI-generated brief that cited a case which did not exist, nobody in the room called it a technology failure. They called it a professional-indemnity problem, and they were right. That moment is the whole argument in miniature: deploying an off-the-shelf frontier LLM inside a law firm or accounting practice without customisation is…
1Key Takeaways
- Originally published at twarx.com - read the full interactive version there.
- Last Updated: July 24, 2026 The first time I watched a partner at a mid-size firm read an AI-generated brief that cited a case which did not exist, nobody in the room called it a technology failure.
- They called it a professional-indemnity problem, and they were right.
- That moment is the whole argument in miniature: deploying an off-the-shelf frontier LLM inside a law firm or accounting practice without customisation is….
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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