Kingsfield · Writing
Writing
The arguments behind the product. Why generated citations fail, why a cloud tool puts a third party inside privileged work, and why bigger context windows do not buy accuracy.
The citation that looked perfect and did not exist
Generators fabricate citations at a measurable rate. Asking the same model to verify its own output does not find them.
Read →The third party in your privileged work
Every cloud legal-AI tool routes your client's confidences through a vendor you do not control. Whether that waives privilege is an open question.
Read →Why more context makes a model less reliable
The industry sells bigger context windows as the fix for accuracy. A 2024 study measured the opposite effect.
Read →