• Few-Shot Generalization Across Dialogue Tasks (vlasov2018few)
• Hidden technical debt in machine learning systems (sculley2015hidden)
• Bootstrapping Conversational Agents With Weak Supervision (mallinar2018bootstrapping)
• Data programming: creating large training sets, quickly (ratner2016data)
• Snorkel: rapid training data creation with weak supervision (ratner2017snorkel)
• Manipulation By Feel – The Berkeley Artificial Intelligence Research Blog
• Tukey, Design Thinking, and Better Questions · Simply Statistics
• Reinforcement learning without rewards – Minimizing Regret the goal looks a lot similar to novelty search.
• What to Know Before Debating Type Systems

• Codecademy vs. The BBC Micro more of an opinion piece, but nice.
• What do we mean when we say a cricketer is mentally tough?
• The Changelog #341: Wasmer is taking WebAssembly beyond the browser
• Night school and the dreams of Bombay’s factory workers | Aeon Essays

Bibliography

• [vlasov2018few] Vlasov, Drissner-Schmid & Nichol. 2018. "Few-Shot Generalization Across Dialogue Tasks." arXiv preprint arXiv:1811.11707, , link. doi.
• [sculley2015hidden] Sculley, Holt, Golovin, Davydov, Phillips, Ebner, Chaudhary, Young, Crespo & Dennison. 2015. "Hidden technical debt in machine learning systems", 2503-2511, in in: Advances in neural information processing systems, edited by
• [mallinar2018bootstrapping] Mallinar, Shah, Ugrani, Gupta, Gurusankar, Ho, Liao, Zhang, Bellamy, Yates & others. 2018. "Bootstrapping Conversational Agents With Weak Supervision." arXiv preprint arXiv:1812.06176, , link. doi.
• [ratner2016data] Ratner, De Sa, Wu, Selsam & R\'e. 2016. "Data programming: Creating large training sets, quickly", 3567-3575, in in: Advances in neural information processing systems, edited by
• [ratner2017snorkel] Ratner, Bach, Ehrenberg, Fries, Wu & R\'e. 2017. "Snorkel: Rapid training data creation with weak supervision." Proceedings of the VLDB Endowment, 11(3), 269-282. link. doi.