I get a similar ick when I hear someone say "I enjoy consuming this type of content." They're not selling anything, but they are still adopting the soulless language. Like, if it still exists after you interact with it, you haven't consumed anything. Second, do you really see yourself this way? Why not just say "I love to read travel blogs"?
I appreciate this push-back. I keep a running list of words like this...content, product, device, experience, space, vehicle, resource, etc. I can't put my finger on why, but all of these make me distrust the speaker.
The key operation of Bayesian inference is integrating information. This can be from the same source (an additional coin flip, for example) or from different sources (coin flips, plus auxiliary knowledge about where the coin came from, or the person's motives).
Calculated frequency is a point-estimate of bias. A Bayesian estimate is a distribution of belief over possible values of the bias, integrating all available information.
Someone walks out of a magic store holding a coin.
They propose a bet. If they flip it 100 times and the proportion of heads is within [0.4, 0.6], you win $100. If it's not, you pay $100. Do you take that bet?
Explanation: absent the magic store scenario, a `rational' person would take the bet. Your prior belief is that most coins are roughly unbiased. Given that they walked out of a magic store, you now have additional information. Maybe the coin is a trick coin. In that case, your belief that the coin is unbiased should be weaker, even if you don't know which direction the coin is biased in.
This illustrates two things: one, additional information (magic store) can update your beliefs. Two, a strong prior and a weak prior, in this case about the coin's bias, can lead to materially different decisions.
My own preference would be to build educational experiences on three pillars:
1. experiences. Intuition comes from experiences, and IMO an under-appreciated amount of 'education' is building strong intuitions. Experiences can include project work (including struggling!), travel & reading (what it's like to be someone else), sports and music (what it's like to build skills over time and work as a team).
2. practice. So much of what we can do - from language to mathematics - is a composition of rote behaviors, responses, and habits. It's impossible to become skilled without practice.
3. building habits of mind. This includes scientific thinking, applying mental models (I like this list here: https://fs.blog/mental-models/), pro-social behavior (listening, conversing). Much of science & math is having an available set of mental models, understanding how/where to apply them, and recognizing when a new one is needed.
My preference would be for traditional subjects to be taught with these firmly in mind: when thinking about biology, for example, what are the rote skills that must be learned? What intuitions should students achieve, and what experiences will enable them? What habits of mind produce an orientation, attitude, or set of thought processes conducive to practicing the science and art of biology?
I'm not convinced. There is already an 'Auto' and 'P/A/S' setting option on most of these cameras. P/A/S is great for those who want control. I wish Auto was better for those who don't care and just want good photos.
In other words, no camera exists that has great computational photography and a lens bigger than your thumbnail. Why?
The use of energy certainly equates directly to a higher standard of living. Oil seems like an implementation detail, with benefits as well as costs. Why not consider other implementation options?
I wish "real" camera companies were more aggressive about offering computational photography post-processing, at least as an option. I've gotten spoiled by an iPhone. Despite my Sony and Fuji having huge wonderful lenses, I am pretty disappointed when using a dedicated camera and interior lighting leads to slight blur, or a cloudy day produces washed-out skies.
I learned to play guitar this way -- listening to CDs and scrubbing back and forth, writing down what I heard. It's great, but it only gets you so far. Learning pentatonic scales was a step-change for me.
The SPRT is probably already making your life better: it's used to decrease the cost of medical trails, optimize classifications in high-stakes examinations (i.e. for medical certifications), detect defective manufacturing processes, etc. It sounds like this paper extends the method to groups of hypotheses, whereas the basic version is limited to a null hypothesis and an alternative hypothesis.
While possible, there are also many bodily processes that are finely tuned through eons of evolution, and destabilizing pressure leads to disorder. Sometimes it's difficult to know which are which (or at least I don't know).
I get a similar ick when I hear someone say "I enjoy consuming this type of content." They're not selling anything, but they are still adopting the soulless language. Like, if it still exists after you interact with it, you haven't consumed anything. Second, do you really see yourself this way? Why not just say "I love to read travel blogs"?