Step 2: Know That All GenAI is NOT Created Equal
In our last blog, we shared the downside of using GenAI alone to check working promotional content for errors or omissions prior to uploading to MLR for review. This includes an inability to catch important deviations like ISI format requirements or confirm that all the right content travels with a claim.
GenAI concerns continue. This Bloomberg article complains that GenAI tools create industrial-scale slop, defined as low-quality, inaccurate content that may look polished but is riddled with errors.
Content generated through GenAI queries can frequently deliver flawed outputs. The risks include:
Misleading efficacy or safety claims
Off-label statements
Fabricated or incorrect citations
Faulty fair balance or ISI formatting
Inconsistent terminology or branding
The accuracy and trustworthiness of GenAI solutions may be problematic in several ways:
Pollution of Training Data – If "AI slop" is published online (blogs, forums, scraped content), it contaminates training data and reinforces inaccuracies.
Loss of Nuance and Domain Depth - GenAI trained on slop-heavy data often produces bland, surface-level responses, and Incorrect or incomplete interpretations in specialized fields (e.g., medicine).
Hallucinations Get Masked by Polished Language - AI slop often looks polished—grammatically correct and well-structured—but is factually wrong or misleading. This makes hallucinations harder to detect.
SecureCHEK AI prechecking eliminates deviations from approved content resulting from GenAI hallucinations with the software’s superior accuracy.
Learn more about SecureCHEK AI by scheduling a short call.
About SecureCHEK AI
SecureCHEK AI is a Software-as-a-Service (SaaS) system that seamlessly integrates with enterprise platforms to enhance MLR efficiency. Purpose-built for pharmaceutical and medical device companies, the software helps MLR reviewers efficiently assess and mitigate compliance risks and reduce comments and re-reviews.
As the first Analytical AI software solution for pre-MLR use in life sciences, SecureCHEK AI leads the way in integrating Analytical AI with GenAI to reduce rounds of review and review time per document. Rapid deployment and the user-friendly interface minimize the learning curve, making it easy to get started.
Contact us for a demo to learn how SecureCHEK AI builds libraries and executes prechecking.