
Highlights
- at least for non-fiction books, one implied assumption at the foundation: people absorb knowledge by reading sentences. This last idea so invisibly defines the medium that itâs hard not to take for granted, which is a shame because, as weâll see, itâs quite mistaken. (View Highlight)
- as a medium, books are surprisingly bad at conveying knowledge, and readers mostly donât realize it. (View Highlight)
- Books donât work for the same reason that lectures donât work: neither medium has any explicit theory of how people actually learn things, and as a result, both mediums accidentally (and mostly invisibly) evolved around a theory thatâs plainly false. (View Highlight)
- If we collect enough of these underlying âtruths,â some shared themes might emerge, suggesting a more coherent theory of how learning happens. Weâll call such theories cognitive models (View Highlight)
- Transmissionism fungerer ikke(View Highlight)
- The lectures-as-warmup model is a post-hoc rationalization, but it does gesture at a deep theory about cognition: to understand something, you must actively engage with it. (View Highlight)
- Why lectures donât work (View Highlight)
- Why books donât work (View Highlight)
- Like lectures, books have no carefully-considered cognitive model at their foundation, but the medium does have an implicit model. And like lectures, that model is transmissionism. Sequences of words in sequences of lines in sequences of pages, the form of a book suggests people absorb knowledge by reading sentences. (View Highlight)
- I acknowledged earlier that of course, some people do absorb knowledge from books. Indeed, those are the people who really do think about what theyâre reading. The process is often invisible. These readersâ inner monologues have sounds like: âThis idea reminds me ofâŚ,â âThis point conflicts withâŚ,â âI donât really understand howâŚ,â etc. If they take some notes, theyâre not simply transcribing the authorâs words: theyâre summarizing, synthesizing, analyzing.
Unfortunately, these tactics donât come easily. Readers must learn specific reflective strategies. âWhat questions should I be asking? How should I summarize what Iâm reading?â Readers must run their own feedback loops. âDid I understand that? Should I re-read it? Consult another text?â Readers must understand their own cognition. âWhat does it feel like to understand something? Where are my blind spots?â
These skills fall into a bucket which learning science calls âmetacognition.â The experimental evidence suggests that itâs challenging to learn these types of skills, and that many adults lack them.Baker, L. (1989). Metacognition, comprehension monitoring, and the adult reader. Educational Psychology Review, 1(1), 3â38. Worse, even if readers know how to do all these things, the process is quite taxing. Readers must juggle both the content of the book and also all these meta-questions. People particularly struggle to multitask like this when the content is unfamiliar. (View Highlight)
- What about textbooks? (View Highlight)
- We saw earlier how non-fiction booksâ accidental cognitive model left readers doing all the metacognitive work to plan, execute, and monitor their engagement with the bookâs ideas. By contrast, textbooks do have explicit cognitive models: they support engagement with their concepts through things like exercises and discussion questions. Yet much of the metacognitive burden still remains with the reader. (View Highlight)
- Readers must decide which exercises to do and when. Readers must run their own feedback loops: did they clearly understand the ideas involved in the exercise? If not, what should they do next? What should students do if theyâre completely stuck? (View Highlight)
- By contrast, courses handle much of this metacognitive burden. Their syllabi offer a scheduled scope and sequence, so students need do less planning of their own. (View Highlight)
- Academic courses offer more than just metacognitive support for textbooks; their cognitive model is also social and emotional.
For instance, class discussions support social learning: students understand topics more deeply by grappling with their peersâ understandings of the same ideas. Courses can provide a personal relationship with a disciplinary expert, a rich conduit for accessing the disciplineâs cultureâmuch of which may be tacit. For many students, courses offer a helpful accountability structure, playing an important role in supporting their willpower. (View Highlight)
- non-fiction books donât work because they lack a functioning cognitive model. Instead, like lectures, theyâre (accidentally, invisibly) built on a faulty idea about how people learn: transmissionism. When books do work, itâs generally for readers who deploy skillful metacognition to engage effectively with the bookâs ideas. This kind of metacognition is unavailable to many readers and taxing for the rest. (View Highlight)
- What to do about it (View Highlight)
- Instead, I propose: we donât necessarily have to make books work. We can make new forms instead. This doesnât have to mean abandoning narrative prose; it doesnât even necessarily mean abandoning paperârather, we can free our thinking by abandoning our preconceptions of what a book is (View Highlight)
- So letâs reframe the question. Rather than âhow might we make books actually work reliably,â we can ask: How might we design mediums which do the job of a non-fiction bookâbut which actually work reliably? (View Highlight)
- it is possible to design new mediums which embody specific ideas. Inventors have long drawn on this unintuitive insightSee e.g. Douglas Engelbartâs 1962 âAugmenting Human Intellectâ for a classic primary source or Michael Nielsenâs 2016 âThought as a Technologyâ for a synthesis of much work in this space., but Iâll briefly review it in case itâs unfamiliar. Mathematical proofs are a medium; the step-by-step structure embodies powerful ideas about formal logic. Snapchat Stories are a medium; the ephemerality embodies powerful ideas about emotion and identity. The World Wide Web is a medium (or perhaps many mediums); the pervasive hyperlinks embody powerful ideas about the associative nature of knowledge. (View Highlight)
- How might we design a medium so that its âgrainâ bends in line with how people think and learn? So that by simply engaging with an authorâs work in the mediumâengaging in the obvious fashion; engaging in this mediumâs equivalent of booksâ âread all the words on the first page, then repeat with the next, and so onââone would automatically do whatâs necessary to understand? So that, in some deep way, the default actions and patterns of thought when engaging with this medium are the same thing as âwhatâs necessary to understandâ? (View Highlight)
- If we pile together enough of these questions weâre left with: how might we design mediums in which âreadingâ is the same as âunderstandingâ? (View Highlight)
- For example, people struggle to absorb new material when their working memory is already overloaded. More concretely: if youâve just been introduced to a zoo of new terms, you probably wonât absorb much from a sentence which uses many of those terms at once. So maybe part of âwhatâs necessary to understandâ something is that most of its prerequisites must be not just familiar but fluent, encoded in long-term memory. (View Highlight)
- To help people encode more into long-term memory, we can draw on another powerful idea from cognitive science: spaced repetition. By re-testing yourself on material youâve learned over expanding intervals, you can cheaply and reliably commit huge volumes of information to long-term memoryFor a review of this effectâs practical implications, see Michael Nielsenâs âAugmenting Long-term Memoryâ. (View Highlight)
- My collaborator Michael Nielsen and I made an initial attempt with Quantum Country, a âbookâ on quantum computation. But reading this âbookâ doesnât look like reading any other book. The explanatory text is tightly woven with brief interactive review sessions, meant to exploit the ideas we just introduced. Reading Quantum Country means reading a few minutes of text, then quickly testing your memory about everything youâve just read, then reading for a few more minutes, or perhaps scrolling back to reread certain details, and so on. (View Highlight)