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Have you ever played Akinator? You think of a character, a genie asks you some twenty questions, and somehow it knows. That’s fingerprinting in a nutshell, except your browser answers the questions for you. Once you understand information entropy, Akinator’s magic turns into a simple trick. Let’s simplify with that…
The common public perception of prompt engineering is purely mechanical: better inputs yield clearer outputs. However, a deeper look reveals that human emotion and tone have become algorithmic variables. LLMs do not “think” in facts; they predict the statistically most probable next word based on the mathematical…
- Napkin math somewhere around 6B people (~75% of the population) have barely come in contact with LLMs at all. - Around 1-2B (~20%) are casual and infrequent users of free-tier ChatGPT-like products. This group sees derpy chatbots and treats them a bit like a better Google search, a writing aid, or etc. Maybe an…
Unfortunately for posterity, and for those who purchased and interacted with Moonmist when it was first released, Infocom chose not to include the descriptions of the world in the software at all. In order to figure out what the player character's surroundings are like, the interactor has to consult the manual, which…
Digital object, digital subject — these are byproducts of a boredom that, seeking respite from nothingness, projects its lines across all space and time, turning it into commodity space and military space. This is the reckless act of creation with which Katamari Damacy begins — the King’s destruction of the mythic…
Walking on, he explains to her that Sinclair, the British inventor, had a way of getting things right, but also exactly wrong. Foreseeing the market for affordable personal computers, Sinclair decided that what people would want to do with them was to learn programming. The ZX 81, marketed in the United States as the…
There is an old saying in Silicon Valley, “There is the first 80% and the second 80%.†While it is really hard to create new technologies, it is also really hard to implement them for any measurable advantage. This has always been true: The steam engine didn’t matter until it was put into a ship and locomotive…
In physics, too, where computers were used to relieve the tedium of data collection and plotting, relatively mundane applications had significant effects. When calculation was automated and its results instantaneously translated into screen visualizations, patterns in data became more apparent. Physics students…
The computer was suddenly revealed as palimpsest. The machine that is everywhere hailed as the very incarnation of the new had revealed itself to be not so new after all, but a series of skins, layer on layer, winding around the messy, evolving idea of the computing machine. Under Windows was DOS; under DOS, BASIC…
There are two categories of true believers, in my mind. There are those who, for example, are building a new decentralized user-empowering financial system. And to them, history teaches us that there will always be new avenues for power to become centralized. In fact, the entire history of the computer industry was…
In 1986, Williams High Speed changed the economics of pinball forever. Pinball developers began to see how they could take advantage of programmable software to monitor, incentivize, and ultimately exploit the players. They had two instruments at their disposal: the score required for a free game, and the match…
Luring an opponent into fruitless recursion can be an effective strategy in other games, too. One of the most colorful, bizarre, and fascinating episodes in the history of man-vs.-machine chess came in a 2008 blitz showdown between American grandmaster Hikaru Nakamura and leading computer chess program Rybka. In a…
The survival of man depends on the early construction of an ultraintelligent machine. Let an ultraintelligent machine be defined as a. machine that can far surpass all the intellectual activities of any man however clever. Since the design of machines is one of these intellectual activities, an ultraintelligent…
One of the hallmarks of the Athena project was that faculty were asked to build their own educational software. Most worked with a set of assumptions about learning: students begin by learning “fundamental concepts”; formal, mathematical representation is always the best approach; students would use simulations the…
At Livermore, a legendary senior weapons designer is about to retire. At the Spring 2005 MIT workshop, his colleagues discuss this retirement and refer to it as “a blow.” They are anxious about more than the loss of one man’s ability to make individual scientific contributions. He has irreplaceable knowledge about the…
The architecture faculty who designed Project Athena’s Garden dreamed of transparent understanding of design process; today scientists are reconciled to opacity and seeing only a CAVE’s shadows. Over the past twenty years, simulation has introduced its dazzling environments and we have been witness to our own…
In the 1980s, alternate visions of computers and the future of design were expressed in competing views about programming. Some architects believed that designers needed to learn advanced programming. If designers did not understand how their tools were constructed, they would not only be dependent on computer experts…
Some older scientists, for example, justify their use of opaque software by pointing to the infinite regress of computer representations. After all, they argue, it doesn’t really mean much to know how your simulation is programmed if all you are looking at is a high- level computer language. The “real guts” of the…
When I was a graduate student, if you were going to convert some data or something like that, you would write the FORTRAN code to convert the data yourself. That’s how you would do it. Now there are these programs. There are these windows and you click. I .nd with my students all the time, they don’t know why…
■ N 1958, American science fiction legend Isaac Asimov wrote a very short story called "The Feeling of Power." In it, lowly technician MyI ron Aub discovers that he is capable of duplicating the work of his computer by multiplying two numbers together on a piece of paper. Amazing! This miraculous discovery makes its…