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Coriolis Pharma launches U.S. entity alongside innovative drug product platform service offerings for monoclonal antibodies

/PRNewswire/ Coriolis Pharma, a globally operating service provider for R&D and GMP drug product development, R&D and GMP analytics and sterile drug product. ....

Johannes Clemens , Silvia Steyrer Gruber , Big Pharma , Quality Attributes , Quality Target Product Profile ,

From Mine to Line through End of Life, How Technology is Optimizing Battery Production

The battery industry is experiencing a seismic shift as demand for renewable energy solutions increases. With electric vehicle (EV) sales expected to double from 2023 to 2027, reaching 31.6 million […] ....

Kyle Dsilva , Mckinsey Co , Raman Spectroscopy , Critical Focus , Kyled Silva , Clean Energy , Analytical Instruments , Thermo Fisher , Renewable Energy Solutions , Manufacturing Processes , Raw Materials , Battery Industry , Quality Attributes , Production Process ,

Thinking about High-Quality Human Data

[Special thank you to Ian Kivlichan for many useful pointers (E.g. the 100+ year old Nature paper “Vox populi”) and nice feedback. ]
High-quality data is the fuel for modern data deep learning model training. Most of task-specific labeled data comes from human annotation, such as classification task or RLHF labeling (which can be constructed as classification format) for LLM alignment training. Lots of ML techniques in the post can help with data quality, but fundamentally human data collection involves attention to details and careful execution. ....

United States , Aroyo Welty , Kohn Liang , Koh Liang , Mariya Toneva , Cohen Kappa Landis Koch , Chris Callison Burch , Neural Network Learning , A Survey Of Quality , Amazon Mechanical Turk , Machine Translation , Graph Modeling , Multi Annotator Competence Estimation , Variational Bayes , Gab Hate Corpus , Noisy Cross Validation , Iterative Noisy Cross Validation , Data Cascades , Evaluating Translation Quality Using Amazon , Contrasting Data Annotation Paradigms , Crowd Truth , Seven Myths , Agrees Is Not Gold , Evaluating Ground Truth Labels , Dialogue Content , Rater Disagreements ,