Tagged articles

citation verification

2 articles · Page 1 of 1
Frontline Investigation
Frontline Investigation
Oct 2, 2026 · Industry Insights

Why Citations Don't Make Knowledge Base Answers Trustworthy

The article explains that knowledge base assistants often provide citations that don't actually support their conclusions, creating a trust gap; it argues for verifying citations rather than just displaying them, highlighting three critical distances and suggesting systems should admit uncertainty more often.

NISTOWASPRAG
0 likes · 8 min read
Why Citations Don't Make Knowledge Base Answers Trustworthy
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
May 17, 2026 · Artificial Intelligence

Why This Open‑Source Claude Code Pipeline Has Earned 6.4k Stars for AI‑Powered Paper Writing

The article presents the open‑source ARS (academic‑research‑skills) pipeline that stitches together four Claude Code skills—research, writing, review, and orchestration—detailing its agent architecture, citation verification, integrity gates, anti‑flattery mechanisms, three‑layer data isolation, cost, token usage, and installation steps.

AI writingClaudeLLM
0 likes · 10 min read
Why This Open‑Source Claude Code Pipeline Has Earned 6.4k Stars for AI‑Powered Paper Writing