Asif Waliuddin is the Founder and CEO of NXTG.ai, where he leads strategic initiatives in enterprise AI transformation.
An AI reviewer's cleanup test read an awk array instead of testing membership, and kill -KILL took down 12 of my agents' sessions. The fix is a refusal.
An attorney verified his citations, then an AI rewrite added errors. Fabricated legal citations are now judged at signing and filing, not at AI use.
Atlassian says AMP rides a 250B+ connection graph. Shared context still does not prove what agent work changed. Here is the evidence gap.
OpenAI's $110 billion round proves capital was committed, not that value was created: the Honor System finale on how to measure AI ROI with Net Verified Value.
Mini Shai-Hulud packages had valid provenance and were still malicious, and under EU AI Act Article 50, Code adherence is not conclusive evidence either.
A May 2026 audit estimated 146,932 hallucinated citations in 2025 papers; the failure that matters is when an institution signs that slop into authority.
