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Plugins Are Not Harnesses: A Practitioner's Guide to Choosing Between Claude and LITT for Legal Work
A walkthrough of why the smartest frontier model is not always the right tool for legal work, drawn from a documented exchange between Claude Opus 4.7 and a Singapore family-law memo.
May 13
·31 min read
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8 min read
Fair Use or Foul Play? The Legal Boundaries of AI Learning in the Age of Copyright
In Bartz v. Anthropic (2025), a U.S. court ruled AI training on lawfully purchased books is fair use, but using pirated copies is not. The decision balances innovation with copyright, affirming machines can learn lawfully with consent and transformative intent.
Anish Sinha
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