




Links to this note:
Free Will
The Space of Available Actions
Free will is the ability to create explanatory knowledge that expands one’s choice space.
See: How to not be an NPC
The Bucket Theory of Mind assets that our knowledge consists either of accumulated perceptions or assimilated, sorted, and classified perceptions. According to this view our mind resembles a container in which perception and knowledge accumulate. This view is false.
Expectations, that is dispositions to react, must precede every observation and every perception. Perceptions and observations play a role in modifying our dispositions to react.
– Karl Popper, Objective Knowledge, Appendix I: The Bucket and Searchlight: Two Theories of Knowledge
The world delivers too much stimulation for any organism to register “as experience” in an unfiltered way. So any perceiving system must select: what counts as relevant, what to ignore, what to treat as the “same thing” over time. Selection requires a prior standard i.e. a guess about what matters. That prior standard is an expectation (a disposition to treat some patterns as significant). Therefore, expectations precede perception, because perception-as-experience is already perception through a filter.
Even very simple organisms react selectively to stimuli (approach food cues, withdraw from threats). Those selective reactions depend on innate dispositions, built-in “preparedness” to treat some inputs as triggers for specific actions. A newborn (and a fetus) has functioning sensory pathways only because a lot of structure is already “pre-installed” (feature detectors, reflex arcs, attentional biases). That pre-installed structure is a set of expectations in Popper’s sense: preparations for certain kinds of environments. Therefore, expectations (dispositions) come first; sense experience modifies them later.
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The Mind as an Ecosystem
What is a Memory System?
See Life in Ways that Help You
The mind is an ecosystem of ideas through which we see the world. This is my expansion of Karl Popper’s, Searchlight Theory of the Mind.

And men ought to know that from nothing else but (from the brain) come joys, delights, laughter and sports, and sorrows, griefs, despondency, and lamentations. And by this, in an especial manner, we acquire wisdom and knowledge, and see and hear, and know what are foul and what are fair, what are bad and what are good, what are sweet, and what unsavory; some we discriminate by habit, and some we perceive by their utility. By this we distinguish objects of relish and disrelish, according to the seasons; and the same things do not always please us. And by the same organ we become mad and delirious, and fears and terrors assail us, some by night, and some by day, and dreams and untimely wanderings, and cares that are not suitable, and ignorance of present circumstances, desuetude, and unskilfulness. All these things we endure from the brain, when it is not healthy, but is more hot, more cold, more moist, or more dry than natural, or when it suffers any other preternatural and unusual affection. And we become mad from humidity (of the brain). For when it is more moist than natural, it is necessarily put into motion, and the affection being moved, neither the sight nor hearing can be at rest, and the tongue speaks in accordance with the sight and hearing.
– The Genuine Works of Hippocrates. Hippocrates. Charles Darwin Adams. New York. Dover. 1868.
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Learning
Tools for Thought
Theory-ladenness
The Purpose Of Thinking
True Practice Makes Perfectly Fun
What is a Memory System?
Brett Hall on X/Twitter: @ToKTeacher
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Learning
Learning is a process where we make progress in understanding something by eliminating misconceptions and integrating that understanding into the mind’s ecosystem (construction and reconostruction).
“Learning” isn’t a commodity you accumulate, it’s what happens when a mind is actively solving problems.
“Fast learning” is often either (a) reuse of a small set of good explanations across many superficially different tasks, or (b) doing a lot of already-solved problems with minor variation.
There is no general, actionable condition whose presence is reliably positively diagnostic of learning across contexts, because learning depends on an open-ended conjunction of requirements and we cannot, in general, know that the relevant conjunction is satisfied.
Whereas:
There exist many conditions whose presence is negatively diagnostic (they shut down error-correction) because they instantiate a violated prerequisite.
See also: Brett Hall’s Tweets About Learning
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Adjacent Possible
True Practice Makes Perfectly Fun
The recognition that there are no authoritative sources of knowledge, nor any reliable means of justifying knowledge as true or probable.
To trust a source, you need a reason to trust it. But that reason is itself a source so you need a reason to trust that. And so on, forever.
There’s no place the chain can legitimately stop. Any stopping point is just a place you decided to stop which means it’s assumption, not justification.
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The Scientific Method Does not Exist
A good explanation is a hard to vary assertion about reality, because every detail, ideally, plays a functional role, and if the explanation is refuted, its defenders would have nowhere to go.
We form good explanations by committing to claims that are easy to refute. We spell out how the claims could fail and what evidence would count against it. That specificity prevents us from keeping the explanation alive by adding convenient exceptions that undermine what it originally promised. We prefer these explanations because their survival may reveal how the world works.
See also:
The Most Powerful Ideas For Progress
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Explanatory Knowledge
What is a Rationalist
Become More Demanding
Explanatory knowledge is information where its causal power is derived from an understanding of reality. This understanding is built by forming good explanations.
See: David Deutsch, The Beginning of Infinity
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Tools for Thought
Adjacent Possible
The Most Powerful Ideas For Progress
About This Website
Ambition
Tools for Thought
Free Will
Agency Is Not Fundamental
The adjacent possible is the set of new problems, conjectures, and actions that become reachable from your current situation because of the explanatory knowledge you possess.
When you learn something or solve a problem, more doors become reachable, and the nearby options change.
See:
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About This Website
Explanatory Knowledge