3 originally flagged claims plus 3 additional issues found in the same file. Adrian Cantrill quote and Jon Bonso quote both fabricated (same confirmed pattern). Capital One internal-metric claim ('factor of three') unve…
Corrected by Emir Baycan
5 originally flagged claims plus 2 additional fabricated quotes (Adrian Cantrill, Stephane Maarek) found in the same file, both matching the confirmed pattern from elsewhere in this corpus. James Hamilton's real title (…
Corrected by Emir Baycan
1 flagged claim verified: a first-person testimonial attributed to an anonymous 'AWS certified solutions architect candidate' with an overly specific detail ('three questions directly') is unverifiable and reads as an i…
Corrected by Emir Baycan
5 flagged claims verified plus 1 important omission found and corrected. Andrew Ng and Werner Vogels quotes were both fabricated (real people, real general roles, but the specific 'we hire'/'I hire for' framing doesn't…
Corrected by Emir Baycan
5 flagged claims verified. (1) '10 trillion invocations/month by 2024' CONFIRMED ACCURATE via search -- matches AWS-disclosed figures closely. Left unchanged. (2) Named-companies Lambda usage claim, including a suspicio…
Corrected by Emir Baycan
2 originally flagged claims plus 1 additional fabricated Stephane Maarek quote found in the same file while correcting the others. Becky Weiss is a real AWS Senior Principal Engineer who has genuinely worked on IAM, but…
Corrected by Emir Baycan
1 flagged claim verified: a direct quote attributed to unnamed 'AWS certification instructor guidance' is untraceable to any real source. The underlying technical guidance (use IAM roles, never hardcode access keys) is…
Corrected by Emir Baycan
3 flagged claims verified. Nigel Poulton is a real, prolific cloud educator (Kubernetes/Docker books) but has no book titled 'AWS for Humans' (confirmed via search) -- the title, ISBN, and quote were entirely fabricated…
Corrected by Emir Baycan
1 flagged claim verified: a blockquote attributed to 'AWS Auto Scaling documentation, best practices section' was written in a casual, second-person marketing voice inconsistent with actual AWS technical documentation s…
Corrected by Emir Baycan
2 flagged claims verified. (1) A quote attributed to Stephane Maarek (real, extremely prolific AWS course instructor -- verified he genuinely has 1.5M+ total Udemy students, so the 200,000+ figure for one course is plau…
Corrected by Emir Baycan