Tag Archives: Weekend

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Towards Crafting Beer with Artificial Intelligence

Beer was discovered accidentally as a result of grains being left in water and undergoing fermentation. The process of making beer involves converting the starches in grains (such as barley or wheat) into sugars, which are then fermented by yeast to produce alcohol.  It was often consumed as a safer alternative to water, which could be contaminated with disease-causing pathogens. 

Beer was also used in religious ceremonies and was considered a valuable commodity for trade.  Over time, beer-making techniques spread throughout the world, and different regions developed their own unique styles of beer; now supported by artificial intelligence algorithms that analyze chemical compounds to identify specific flavor and aroma profiles for more nuanced flavors.

Towards Crafting Beer with Artificial Intelligence

Marc Bravin, et al

Lucerne University of Applied Sciences and Arts, Rotkreuz, Switzerland

 

Abstract:  The art of brewing beer has a long tradition that dates back to the very dawn of civilization. While the brewing process has been automated to a great extent, the creation of new beer recipes remains the result of creativity and human expertise with only minor support from software to validate chemical constraints. We collected a dataset of 157,000 publicly available recipes from all over the world and created a transformer-based model to support the creative process in brewing by suggesting new beer recipe templates. As a proof of concept, we crafted the IPA “Deeper” along a recipe generated by our model. Over 100 international newspapers and radio stations have reported on the first AI-crafted beer from Switzerland over the past few months. For the first time, this paper reveals the underlying pipeline architecture of eight transformer networks trained end-to-end that made this remarkable success possible.

CLICK HERE for complete paper

There are several international organizations and agreements that set standards for beer production and labeling:

Food Safety Management

Codex Alimentarius

Alexis de Tocqueville on the Foundations of American Democracy

Alexis de Tocqueville was born in Paris and came from a prominent lineage, with his father serving as a royalist prefect under the Bourbon restoration.

In 1831, at the age of twenty-five, Alexis de Tocqueville made his fateful journey to America, where he observed the thrilling reality of a functioning democracy. From that moment onward, the French aristocrat would dedicate his life as a writer and politician to ending despotism in his country and bringing it into a new age.



Quotes from Alexis de Tocqueville’s “Democracy in America”:

  1. “The greatness of America lies not in being more enlightened than any other nation, but rather in her ability to repair her faults.”
  2. “Americans are so enamored of equality that they would rather be equal in slavery than unequal in freedom.”
  3. “In democratic ages, human beings rarely sacrifice themselves for one another voluntarily; they almost always do so because they are impelled to by some power outside themselves.”
  4. “Despotism often presents itself as the repairer of all ills suffered, the support of just rights, defender of the oppressed and founder of order.”
  5. “The best laws cannot make a constitution work in spite of morals; morals can turn the worst laws to advantage.”
  6. “I do not know if the people of the United States would vote for superior men if they ran for office, but there can be no doubt that such men do not run.”
  7. “The most dangerous moment for a bad government is when it begins to reform.”
  8. “The Americans combine the notions of Christianity and of liberty so intimately in their minds that it is impossible to make them conceive the one without the other.”
  9. “The will of man is not shattered, but softened, bent, and guided; men are seldom forced by it to act, but they are constantly restrained from acting. Such power does not destroy, but it prevents existence; it does not tyrannize, but it compresses, extinguishes, and stupefies a people, till each nation is reduced to nothing better than a flock of timid and industrious animals, of which the government is the shepherd.”
  10. “Americans combine the notions of Christian morality and of liberty so intimately in their minds that it is impossible to make them conceive the one without the other.”
  11. “In the United States, the most enlightened are the most religious; and the most religious are the most enlightened.”
  12. Americans of all ages, all conditions, and all dispositions constantly form associations… Wherever at the head of some new undertaking you see the government in France, or a man of rank in England, in the United States you will be sure to find an association.”

 

The “Groundhog Day” Effect

United States National Weather Service

 

Research Without Old Data and Old References

 

Background: The use of older data and references is becoming increasingly disfavored for publication. A myopic focus on newer research risks losing sight of important research questions already addressed by now-invisible older studies. This creates a ‘Groundhog Day’ effect as illustrated by the 1993 movie of this name in which the protagonist has to relive the same day (Groundhog Day) over and over and over within a world with no memory of it. This article examines the consequences of the recent preference for newer data and references in current publication practices and is intended to stimulate new consideration of the utility of selected older data and references for the advancement of scientific knowledge.

Methods: Examples from the literature are used to exemplify the value of older data and older references. To illustrate the recency of references published in original medical research articles in a selected sample of recent academic medical journals, original research articles were examined in recent issues in selected psychiatry, medicine, and surgery journals.

Results: The literature examined reflected this article’s initial assertion that journals are emphasizing the publication of research with newer data and more recent references.

Conclusions: The current valuation of newer data above older data fails to appreciate the fact that new data eventually become old, and that old data were once new. The bias demonstrated in arbitrary policies pertaining to older data and older references can be addressed by instituting comparable treatment of older and newer data and references.


Related:

ASTM International: Standard Practice for Calculating and Using Basic Statistics

Groundhog Day: Ancient Origins of a Modern Celebration (Library of Congress) 

IMSDb: “GroundHog Day” The Complete Script

Harvard Business Review: When the Groundhog Predicts an Early Spring, Investors Get Optimistic

Indiana University: Groundhog Day Probability in Perspective


Standards Pennsylvania

 

 

 

 

Wild Swimming

 

INTERVIEW: Student Ellie Ford on founding the University’s first cold water swimming group

 

 

 

 

 

 

 

 

 

 

 

 

 

 

“Port Meadow is absolutely beautiful and a wonderful place to swim. We often swim in a different spot from other open water swimming groups in order to create a more relaxed environment – especially for our beginners. We do special beginners swims on Saturdays, to ease new members into the practise slowly and very carefully.

Safety is paramount, so I’ll walk them in to the water and they can immerse themselves as much as they want. We never allow anyone to jump or dive into cold water – the shock can cause a swimmer to gulp for air and subsequently ingest water; it’s always a gentle process.” — Ellie

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Sex Difference in Female and Male Ice Swimmers

Ice Swimming

“That Thing You Do”

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