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Everyone Clicks 'I Agree.' No One Reads Them: I Fine-Tuned a 4B Model with Tinker to Catch Unfair Terms of Service in 30 Seconds

This story is from 2026-10-24. It is preserved in the archive; the latest stories are on the live feed.

The average consumer Terms of Service contract is 9,000 words long . Reading one carefully takes about 35 minutes of agonizing focus through dense legalese, nested definitions, and cross-referenced indemnity clauses. An active software engineer or web user signs roughly 30 to 40 of these agreements…

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  1. 2026-10-24 14:29 · DEV Community — AI
    Everyone Clicks 'I Agree.' No One Reads Them: I Fine-Tuned a 4B Model with Tinker to Catch Unfair Terms of Service in 30 Seconds

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