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Stanford Research Center Studies Impacts of Popular Pretrained Models
Stanford University recently announced a new research center, the Center for Research on Foundation Models (CRFM), devoted to studying the effects of large pretrained deep networks (e.g. BERT, GPT-3, CLIP) in use by a surge of machine-learning research institutions and startups.
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How to Improve Your Team's Communication and Psychological Safety
Mapping your team’s typical communication style can help improve communication and psychological safety, reduce friction within a team, and make conflict more productive. When we understand how we communicate and how we like to be communicated with, we not only have a better understanding of ourselves, but also of others, and this can play to our and their strengths accordingly.
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OpenAI Approximates Scaling Laws for Neural Language Models
Artificial intelligence company OpenAI studies empirical scaling laws for language models using cross entropy loss to determine the optimal allocation of a fixed compute budget.
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MIT CSAIL TextFooler Framework Tricks Leading NLP Systems
A team of researchers at the MIT Computer Science & Artificial Intelligence Lab (CSAIL) recently released a framework called TextFooler which successfully tricked state-of-the-art NLP models (such as BERT) into making incorrect predictions.
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How Engagement Models Support Agile Adoption: Q&A with Karl Scotland
Engagement models are approaches to transformation which actively include people in the assessment of the current situation and the exploration of new ideas. By using an engagement model, people can participate in deciding and defining what the agile transformation will look like.
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Dropbox Predicts What File You Need Next with Content-Specific ML Pipelines
The Dropbox machine learning team shared how the company improved the model behind their content suggestions feature. The enhancements allow Dropbox to deal with different types of content, incorporate folder suggestions into the existing file suggestions model and handle cloud-based documents resulting from relatively recent partnerships.
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Applying Security by Design with the CMMI for Development
To enable development of secure products, processes covering the software development life cycle have to include security activities. Winfried Russwurm from Siemens and Peter Panholzer from Limes Security facilitated a workshop at the SEPG Europe 2013 conference where they explored security activities and presented the Application Guide for Improving Processes for Secure Products.
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AnyPresence Soups up Enterprise MBaaS Platform- Part 1 of 2
Mobile Backend as a Service provider AnyPresence continues to hone their chops. Launching the fifth update to their self-titled platform geared for the enterprise. Co-founder Rich Mendis provides some insights for InfoQ readers…