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Attention Engine Optimization: It’s All About the R in RAG
As AI becomes increasingly integrated into all industries, organizations are striving to ensure that the insights generated by AI systems are reliable, accurate, and grounded in truth. Achieving trustworthy AI requires not only robust algorithms but also careful attention to the quality and structure of the information fed into them.
Marianne Calilhanna
5 min read


The Legal Fine Lines of Fair Use and Generative AI
Training sets for large language models (LLMs) is changing how we think about copyright but the law hasn’t quite caught up yet. In this sharp, timely webinar, legal experts unpack the evolving landscape of fair use as it applies to generative AI: What counts as truly “transformative”?
Marianne Calilhanna
1 min read


From Submission to Structured XML: Streamlining Editorial Efficiencies at The BMJ
BMJ Group has long been a leader in medical publishing, known for rigorous peer review, global reach, and trusted reputation built on exceptional publishing expertise. The BMJ is ranked among the top medical journals globally and is valued for its editorial integrity and innovation. DCL recently announced that The BMJ has implemented Content Crystallizer , a solution designed to transform manuscripts from Word documents into structured XML through a configurable, automate
Marianne Calilhanna
3 min read


"Control Your Data Before It Controls You": A Tagline for the Times
It was 2007. The iPhone had just been released, Facebook was still mostly for college students, and the term “cloud computing” was just starting to gain traction.
At Data Conversion Laboratory (DCL), we decided to have a little fun with a serious purpose: an internal contest to come up with a new company tagline. Our team members scribbled ideas on notepads, dropped slips into a box, and debated the merits of each over coffee.
The winning entry came from Nir Dayan and the t
Marianne Calilhanna
2 min read


The Logic Behind the Labeling: Answers to Your SPL and SPM Questions
SPL, SPM… two acronyms that carry a lot of weight in the world of regulatory compliance. Whether you're just getting started or have experience navigating these structures, this webinar is packed with insights, clarifications, and expert answers to both common and uncommon questions.
Marianne Calilhanna
1 min read


Ready, Set, AI: How to Future-Proof Your Content, Teams, and Tech Stack
Recently Dipo Ajose-Coker, RWS; Marianne Calilhanna, DCL; and Sarah O'Keefe, Scriptorium discussed how to future-proof content, teams, and tech stack by effectively leveraging AI.
Marianne Calilhanna
1 min read
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