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I built the first open benchmark for federal contracting AI. Here's what it shows about frontier LLMs.
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I built the first open benchmark for federal contracting AI. Here's what it shows about frontier LLMs.

DEV Community·Raihan·21 days ago
#BDo00ecU
#ai#machinelearning#nlp#model#task#claude

Frontier LLMs hallucinate FAR clause numbers somewhere between 0% and 32% of the time. A specialized 150M-parameter model trained in 4 minutes matches Claude Haiku on F1 with less than half the hallucination rate. Open dataset, open model, reproducible.

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What developers get wrong about their employment contracts (and the four clauses worth actually reading)
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What developers get wrong about their employment contracts (and the four clauses worth actually reading)

DEV Community·Findus·about 1 month ago
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From Dev.to - beginners: What developers get wrong about their employment contracts (and the four clauses worth actually reading)

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AGPLv3§7¶4 Empowers Users to Thwart Badgeware
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AGPLv3§7¶4 Empowers Users to Thwart Badgeware

Software Freedom Conservancy·Bradley M. Kühn·about 1 month ago
#5FfF6cXH

This article discusses a current-headlines situation regarding Affero General Public License, version 3, Section 3, paragraph 4 (AGPLv3§7¶4.). I begin however with an explanation of the problem that clause sought to solve and how the clause works.…

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