2 flagged claims verified plus 1 major omission found and corrected. The anonymous Reddit testimonial and the fabricated 'median data' with fake specific scores (820/1000, 792/1000) had no findable source -- both genera…
Corrected by Emir Baycan
3 flagged claims verified. (1) 'A Cloud Guru, ANS-C01 course instructor notes' attributed a quote to a company brand as if it were a named individual -- fabricated framing, de-attributed. (2) Frank Kane is a REAL, highl…
Corrected by Emir Baycan
2 flagged claims verified. Scott Pletcher is a real A Cloud Guru instructor who genuinely taught SAP-C02/MLS-C01 courses (confirmed via search), so the underlying credibility is real -- but both quotes attributed to him…
Corrected by Emir Baycan
1 flagged fabricated quote (Andrew Brown) de-attributed. Also found and fixed a real internal contradiction: the featured-snippet stated SAA-C03 pass rate as 55-65% while the body text stated 65-70% for the same exam. A…
Corrected by Emir Baycan
6 flagged claims verified. 4 fabricated instructor/executive quotes (Cantrill, Neal Davis, Maarek, Jeff Barr -- all real people, all unverifiable specific claims) de-attributed. The '65% of customers / 60% of exam quest…
Corrected by Emir Baycan
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