Related to your interests, Wednesday

More than 20% of videos shown to new YouTube users are ‘AI slop’, study finds - “Together, these AI slop channels have amassed more than 63bn views and 221 million subscribers, generating about $117m (£90m) in revenue each year, according to estimates.” // Assuming The Algorithm" is working (showing people things they will watch and they verify this by watching more), this is some revealed preference in action. “I think of Trumpian policy, first and foremost, as elevating cultural policy above all else.

You can see the pattern and understand the root cause: ChatGPT can’t actually understand the rules of Lasers & Feelings (in the sense of having the words of the rulebook create a mental model that it can then use independent of the words) and, therefore, cannot truly use them. It can only generate a sophisticated pattern of babble, guessing what the next word of a transcript of Lasers & Feeling game session would look like based on the predictive patterns generated from its training data.

And:

It turns out that the GM’s primary responsibility is to create and hold a mental model of the game world in their mind’s eye, which they then describe to the players. This mental model is the canonical reality of the game, and it’s continuously updated – and redescribed by the GM – as a result of the players' actions.

From the grumpy DM.

For planning:

The logic of this rigid segregation of functions is perfectly clear. It is far easier to plan an urban zone if it has just one purpose. It is far easier to plan the circulation of pedestrians if they do not have to compete with automobiles and trains. It is far easier to plan a forest if its sole purpose is to maximize the yield of furniture-grade timber. When two purposes must be served by a single facility or plan, the trade-offs become nettlesome. When several or many purposes must be considered, the variables that the planner must juggle begin to boggle the mind. Faced with such a labyrinth of possibilities, as Le Corbusier noted, “the human mind loses itself and becomes fatigued.”

Later, for organic systems:

A fundamental mistake that urban planners made, Jacobs claims, was to infer functional order from the duplication and regimentation of building forms: that is, from purely visual order. Most complex systems, on the contrary, do not display a surface regularity; their order must be sought at a deeper level. “To see complex systems of functional order as order, and not as chaos, takes understanding. The leaves dropping from the trees in the autumn, the interior of an airplane engine, the entrails of a rabbit, the city desk of a newspaper, all appear to be chaos if they are seen without comprehension. Once they are seen as systems of order, they actually look different.” At this level one could say that Jacobs was a “functionalist,” a word whose use was banned in Le Corbusier’s studio. She asked, What function does this structure serve, and how well does it serve it? The “order” of a thing is determined by the purpose it serves, not by a purely aesthetic view of its surface order.81 Le Corbusier, by contrast, seemed to have firmly believed that the most efficient forms would always have a classical clarity and order. The physical environments Le Corbusier designed and built had, as did Brasilia, an overall harmony and simplicity of form. For the most part, however, they failed in important ways as places where people would want to live and work.

From Seeing Like a State.

Related to your interests for Sunday

“Moody’s Analytics recently estimated that the top 10 percent of households were responsible for nearly half of all spending.” K-shaped. AI is used a lot for making software. Not sure about the survey demographics and methodology. Deciding on Obama v. McCain in 2008. Keep track of things you’ve done each day so you realize you’re doing a good job. It will make you happier. Eventually, you just revert to the command line.

To understand a man, you have to know what was happening in the world when he was twenty, Napoleon is supposed to have said. The quotation is probably apocryphal, but that doesn’t mean it’s not true. For me, it is this world by the river that counts. When I sit down to write a novel, the natural time for it to take place in is the Eighties, as though that era embodied the world’s true form, its essence, and everything that came later were a kind of deviation. Even though I google various topics as I’m writing, the characters in the novel don’t google anything; it never occurs to them. The same is true when I dream. Cell phones and the internet never appear in my dreams, which are populated mostly by the people I was surrounded by forty years ago.

“The Reenchanted World," Karl Ove Knausgaard.

Another writer said he “was a confident, gray-eyed, wild-bearded, chain-smoking philosopher-poet who lived on whiskey and ice cream and never went to bed before 4 a.m.”

From Rebels of Reason

Write your AI stuff in the languages you know and that are running your organization

From my recent article on The New Stack: The choice of where and how to start your AI journey is a business decision, not a technology one. By grounding your AI efforts in the operational muscle you’ve already built with Java and Spring, you minimize friction and risk. Everyone just keeps doing what they’re doing, but with a new tool. This established operational and development life is the hard-won experience, paid for in decades of maintenance and gut-wrenching production failures, that gives you the platform to continuously absorb new capabilities like Spring AI and MCP.