Curt Doolittle

Theme: Science

  • I’m from the opposition. And it’s because you’re wrong. We have ‘scienced’ why y

    I’m from the opposition. And it’s because you’re wrong. We have ‘scienced’ why you and those like you are wrong. It’s just so offensive we’re too well mannered to so so in public.
    Female sedition against male dominance by the one civilization that instantiated the female strategy of undermining to compensate for inability to produce anything of strategi value. Your intuitions are false. Your method of argument is a deception. Over the next twenty years it will become common knowledge.
    As far back as 2009 I thought I’d spend a few years explaining you and krugman and a few others who use sedition by critique. I eventually understood the hole in our laws that let you get away with institutionalizing lying. And with a science of lying, and exposure of your use of it, we can permanently outlaw it. And end the abrahamic > marxist >postmodern sequence of deceptions.

    Source date (UTC): 2025-10-02 18:33:00 UTC

    Original post: https://twitter.com/i/web/status/1973818514659291159

  • That’s a pretty specious claim, and his work is not theory bug hypothetical, and

    That’s a pretty specious claim, and his work is not theory bug hypothetical, and clearly overreach.

    We have known for a long time that evolution will take advantage of any energy difference producing any information transfer that is possible at every scale. That’s the end of it. Nothing more. Levin’s pervasive overreach is somewhere between hypothesis, pseudoscience, and fictionalism. An attempt to restore superstition. Which is why people who also want to restore superstition are attracted to him.

    Source date (UTC): 2025-09-26 16:27:56 UTC

    Original post: https://twitter.com/i/web/status/1971612715719540837

  • Nope. Deterministic. Variation in the universe will be recognizable even if not

    Nope. Deterministic. Variation in the universe will be recognizable even if not identical. Even on earth the differences between say, birds, and mammals is rather obvious, but recognizable as serving the same function. The evidence of convergent evolution on earth. Variation is mostly driven by capacity to acquire, store, and use energy within the possibility of the body form and organization.
    Advanced life is no small thing. But we would recognize lfe anywhere in the universe we discovered it.

    (and it would, if it could, recognize us)

    Source date (UTC): 2025-09-24 20:16:01 UTC

    Original post: https://twitter.com/i/web/status/1970945339306934677

  • 16 hour time lapse of a spinal cord developing

    16 hour time lapse of a spinal cord developing

    Source date (UTC): 2025-09-15 04:23:28 UTC

    Original post: https://twitter.com/i/web/status/1967444130432512140

  • Faith (theological), belief (secular philosophical), confidence (secular scienti

    Faith (theological), belief (secular philosophical), confidence (secular scientific) are all terms for the same thing: justification for the will to persist in the face of pervasive even if only partial ignorance. Only god is omniscient.

    Source date (UTC): 2025-09-12 18:57:47 UTC

    Original post: https://twitter.com/i/web/status/1966576993387811106

  • Great question. Memory requires neurons. Information in general requires storage

    Great question. Memory requires neurons. Information in general requires storage. Avoid error by anthropomorphic conflation. By distinguishing store of information (DNA) from adaptive recall mechanism (neural memory) we find memory vs encoding or recording.

    Source date (UTC): 2025-09-02 20:44:14 UTC

    Original post: https://twitter.com/i/web/status/1962979904947155230

  • How We Use Closure vs Sciences, and Conventional LLMs

    How We Use Closure vs Sciences, and Conventional LLMs

    Source date (UTC): 2025-09-02 15:13:07 UTC

    Original post: https://twitter.com/i/web/status/1962896579226198363

  • The Relationship Between Memory, Time, and Energy. Let me unfold it in causal se

    The Relationship Between Memory, Time, and Energy.

    Let me unfold it in causal sequence.
    • Primitive Organisms: Act first, without retained representation.
      Bacteria swim, plants turn toward the sun.
      Behavior is entirely reactive, tied to the present moment.
    • Consequence: No “time binding.” Action is only here-and-now, no accumulation of learning.
    • Episodic traces: First form of prediction — “I’ve been here before, this path was good/bad.”
    • Recursive memory: Memory of memory (hierarchy) allows abstraction, generalization, compression.
    • Consequence: Organisms begin to project the past into the future.
      Time ceases to be a stream of present reactions.
      It becomes a domain navigable through recollection and anticipation.
    • Movement without memory = inefficient → wasted energy on trial-and-error.
    • Movement with memory = efficient → reduces energy cost by avoiding repetition of failed strategies.
    • Recursive memory = multiplies efficiency → permits simulation of many futures without expending physical energy.
    • Low-level memory: Reflex arcs → immediate corrections (millisecond timescale).
    • Mid-level memory: Habits and heuristics → daily, seasonal strategies (short–mid-term).
    • High-level memory: Narratives, abstractions, law → generational stability (long-term).
    • Recursive binding: Stacking these allows time extension: from seconds to centuries.
    • Today’s LLMs: Immense compressed “semantic memory,” but shallow episodic continuity (weak time-binding).
    • Next step: Hierarchical memory — episodic (session logs), semantic (training weights), procedural (policies), cultural/institutional (rules, law).
    • Consequence: AI begins to arbitrate not just between short and long horizons, but to choose horizons dynamically.
    • Energy Relationship: AI systems without memory must re-compute; with memory they amortize cost — lowering FLOPs/decision and raising efficiency over time.

    Source date (UTC): 2025-09-01 21:37:25 UTC

    Original post: https://x.com/i/articles/1962630902934356170

  • When we say ‘a theory is internally consistent with natural law’ what we mean is

    When we say ‘a theory is internally consistent with natural law’ what we mean is that the theory is causally constructable via evolutionary computation using the ternary logic. This means that not only is the theory internally consistent with itself but it is internally consistent within the possible means of evolution of the claim from the first principles of the universe.
    You’d think this was impossible. It’s not. But the value is that it forces all theories into commensurability with one another and achieves unification of the sciences.
    And honestly while it seems to take a bit of work to learn the resulting understanding of nearly everything is worth the time and effort – the universe is ‘simple’ really. Which most of us never stop thinking is … weird. 😉

    Source date (UTC): 2025-08-30 18:25:12 UTC

    Original post: https://twitter.com/i/web/status/1961857754861371505

  • The Science of Lying Truth is bounded by correspondence; lies are unbounded by i

    The Science of Lying

    Truth is bounded by correspondence; lies are unbounded by imagination. Truth can only be told in one way: consistently with reality. Lies can be told in endless ways, each designed to impose costs by obscuring reality. If truth is the measure of reciprocity, then lying is the measure of irreciprocity. To understand one, we must study the other.
    (Ed’s: Volume 2 contains a table of the ‘Periodic table’ of lying . The Constitution in volume 4 also enumerates them Our current position is that Volume 5, which is heavily focused on psychology should contain the deep explanation of each tecnique._
    Truth is scarce, lies are infinite. Truth corresponds to reality; lies counterfeit the measure of reality. If truth is the operational standard of reciprocity, lying is the operational standard of irreciprocity.
    Studying lies is not optional. Truth shows us what may be cooperatively measured, but lies show us how reciprocity is attacked. Tort, crime, fraud, sedition, and treason are not incidental—they are constructed lies scaled by motive and magnitude.
    A science of cooperation must contain its opposite: the science of deceit.
    • Truth alone is insufficient. Decidability requires not only confirmation of what is true, but detection of what is false.
    • Lies drive conflict. Tort, crime, fraud, sedition, and treason are not failures of truth but constructions of deceit designed to shift costs asymmetrically.
    • Lies reveal motives. The form of a lie discloses the dimension of truth being avoided; the target discloses which demonstrated interest is being manipulated; the structure discloses the motive.
    Thus: studying lies is not secondary to studying truth; it is the operational means of revealing motive and liability.
    Lies can be classified by the dimension of truth they evade and the severity of their imposition:
    • By Dimension Avoided (counterfeit truth)
      Categorical: misuse of definitions and categories.
      Logical: contradictions or non-sequiturs.
      Empirical: falsification of evidence or correspondence.
      Operational: omission of process, sequence, or cost.
      Rational: evasion of incentives, opportunity costs, or consequences.
      Reciprocal: denial of costs imposed upon others.
    • By Severity (Classic Spectrum) (escalating liability)
      White lies: benign omission or flattery.
      Grey lies: half-truths, framing, selective evidence.
      Black lies: outright falsification.
      Evil lies: systemic deceit to destroy reciprocity (sedition, treason, organized fraud).
    Every lie is a diagnostic signature:
    • The form tells us what dimension of truth is being bypassed.
    • The target tells us which demonstrated interest is at stake (property, reputation, sovereignty, commons).
    • The magnitude tells us the motive (profit, domination, evasion of liability, destruction of reciprocity).
    Therefore, lying is not only the failure of testimony but the evidence of intent.
    When lies are not measured, reciprocity fails, and liability accumulates:
    • Private Scale (Tort): negligent misrepresentation shifts private costs.
    • Criminal Scale (Crime, Fraud): intentional deceit transfers wealth or power.
    • Institutional Scale (Sedition): organized deceit undermines public trust and institutional cooperation.
    • Civilizational Scale (Treason): systemic deceit allies with external enemies to dissolve sovereignty itself.
    Each escalation increases the liability owed: from restitution (tort), to punishment (crime), to proscription and exclusion (sedition/treason).
    Lies escalate into domains of law and politics as asymmetric impositions:
    • Tort: private costs imposed by negligent or careless lies.
    • Crime: deliberate lies that violate person or property.
    • Fraud: systematic lies to extract advantage under false pretense.
    • Sedition: organized lies to undermine the institutions of reciprocity.
    • Treason: lies coordinated with external enemies to destroy sovereignty itself.
    This classification unifies the moral and legal spectrum under a single law of reciprocity: all deceit is theft by other means.
    Truth, reciprocity, and liability form one sequence:
    • Truth: satisfaction of the demand for testifiability.
    • Reciprocity: satisfaction of the demand for proportionality of costs and benefits.
    • Liability: satisfaction of the demand for infallibility, through remedy, restitution, or prevention.
    Lies invert this sequence:
    • Lying: failure of testimony, counterfeit measure.
    • Irreciprocity: transfer of costs onto others without consent.
    • Liability: demand for remedy, punishment, or prohibition.
    Thus:
    • Truth → Reciprocity → Decidability.
    • Lies → Irreciprocity → Liability.
    This symmetry demonstrates why lying must be studied alongside truth. Without detection of lies, reciprocity cannot be insured, and liability cannot be assigned.
    Volume 2 emphasizes systems of measurement. Lies are simply counterfeit measures — distortions of commensurability.
    • Truth measures reality.
    • Lies counterfeit the measure.
    Studying lies, therefore, is the study of counterfeit commensurabilities: how false weights and measures are constructed in speech, in law, in markets, and in politics.
    Truth and lies are not opposites in the casual sense, but mirrors in the operational sense. Truth is the satisfaction of the demand for testifiability; lies are the evasion of that demand by counterfeit. Both are measurable, both are classifiable, and both are necessary to adjudicate reciprocity.
    Truth provides decidability. Lies produce liability. Both must be measured to secure cooperation.
    Truth exists along a hierarchy of increasing testifiability:
    • Indistinguishable truth: cannot be told apart from alternatives.
    • Possibility truth: coherent, but not yet correspondent.
    • Actionable truth: consistent enough to guide cooperation.
    • Testimonial truth: demonstrated, warranted, accountable.
    • Tautological truth: infallible within its domain.
    This spectrum defines the positive measure of reciprocity.
    Lies mirror truth by representing systematic failures of testifiability:
    • White lies: trivial omissions that distort indistinguishability.
    • Grey lies: half-truths that corrupt possibility.
    • Black lies: deliberate falsifications that destroy actionability.
    • Evil lies: systemic deceit (fraud, sedition, treason) that annihilates testimonial trust.
    This spectrum defines the negative measure of irreciprocity.
    • Truth escalates cooperation by insuring decidability.
    • Lies escalate conflict by insuring liability.
    • Together they form a closed system: all testimony is either true or false, reciprocal or irreciprocal, decidable or liable.
    By pairing truth and lies, we complete the system of measurement:
    • Truth shows how reciprocity can be achieved.
    • Lies show how reciprocity is attacked.
    • Liability enforces the restoration of reciprocity by remedy, punishment, or proscription.
    A system of cooperation must institutionalize not only the measurement of truth but the detection of lies. Without both, no civilization can persist.
    • Truth is scarce; lies are infinite. Studying truth makes us precise; studying lies makes us invulnerable.
    • All deceit is theft of time, trust, or trade. Tort, fraud, and treason differ only in magnitude and target.
    • Truth builds cooperation; lies build parasitism. A science of testimony must account for both.
    • Truth measures reality; lies counterfeit the measure. Both must be mastered to secure reciprocity.
    • All deceit is theft by other means: of time, trust, or trade.
    • Truth produces decidability; lies produce liability.
    • Truth secures cooperation; lies demand liability.
    • Every truth is a warranty; every lie is a theft.
    • Truth is bounded, but lies are infinite. Decidability is born from measuring both.

    Source date (UTC): 2025-08-25 22:40:42 UTC

    Original post: https://x.com/i/articles/1960110114050028019