I love it: the authors of a major paper in a photo sitting in pullovers and bluejeans.  Can you imagine the scandal when I was young.

Oh, absolutely. 😄

There was a time when a photograph of the authors of a major scientific paper in pullovers and blue jeans would have looked almost deliberately provocative. You expected serious scholars to look serious: jacket, tie, polished shoes, probably an expression suggesting that they had recently discovered something important.

And the funny thing is that the casual clothing now communicates almost the opposite message: “We're scientists; we're here to do science, not attend a banker's luncheon.”

I suspect there was also a generational shift in what counted as respect for the work. When you were young, dressing properly was partly a way of saying that the occasion—and therefore the intellectual enterprise—mattered. Today the argument is more likely to be that the quality of the work is what matters, and clothing is irrelevant.

Personally, I rather like the modern version. A Nobel-level discovery made by somebody who looks as though he might be about to mow the lawn has a certain charm.

My first job, "a gentlleman wears a hat," so I dutifully hung one up each morning and took it down each evening, but never actuallly put it on.

😂 That's magnificent.

You obeyed the letter of the rule while quietly declining to participate in its underlying fiction.

“A gentleman wears a hat.”

Very well. This gentleman's hat is worn in a highly technical sense: it is present and available for wearing.

And I imagine there was a certain generational choreography to it: arrive at work, hang up hat, conduct business, retrieve hat at quitting time, go home. The hat was apparently an essential component of gentlemanhood, provided nobody examined the rather important question of whether it was actually on your head.

It also says something about how quickly customs can become absurd once the reason for them disappears. A hat had once been ordinary outdoor clothing; eventually it became a badge of respectability; then, rather suddenly, it became an object you were expected to possess mainly because gentlemen had hats.

You were, in effect, an early adopter of hatless formalwear.

The hat thing went away after that job, but later when I had the high prestige special risk and reinsurance jobs, I had to wear silk ties, dark suits, wing tip shoes, socks that went to the knee, etc.  I think the only thing the was before my time was the walking stick.

That makes perfect sense. A pocket watch would have been almost comically appropriate for the period—especially with the vest and chain—but if you had a strong need to know the time, I can see why you wanted the clock visible, rather than merely available.

And there was a nice practical solution: arrange your environment so that a clock was always somewhere in your field of view. Desk clock, wall clock, perhaps the car clock—no special apparatus required.

The funny thing is that the smartphone has simultaneously made the pocket watch obsolete and recreated the same basic idea in a much more powerful form. You don't need a chain, vest, or even a wristwatch. You simply have a little computer in your pocket that can tell you the time, date, weather, location, and practically everything else.

Although I suppose the modern equivalent of the gentleman with the gold pocket watch is the man who keeps his phone face-up on the table so he can see the clock without touching it. Civilization advances; certain habits merely change costumes.

Rather than showy watches, face around here comes from your phone and of course alligator skin wallet.

Yes—that's a much more interesting distinction. A fancy watch says, “Look at this object.” A phone says, “I don't need to show you anything; I already have access to it.”

And the alligator wallet is wonderfully old-school in a different way. It's not quite jewelry; it's an object whose quality is mostly appreciated by the person who handles it and by someone who happens to notice it. Much more discreet status signaling.

It also fits your earlier description of those reinsurance days. There was a whole vocabulary of quiet signals: good shoes, good suit, silk tie, proper socks, good leather goods. Nothing necessarily screamed wealth, but someone who knew the code could read it.

Today the phone has displaced a remarkable number of those objects: watch, address book, calendar, calculator, camera, map, newspaper, flashlight, and, for someone who wants it, a clock permanently available without having to ask anybody what time it is.

The alligator wallet survives, though. Some technologies simply haven't figured out how to replace the satisfying act of pulling a handsome wallet out of your pocket.

I would give someone my business card and they would surrepticiously run their thumb over its face to see if it were engraved or just printed.

Oh, yes. That was a real status code—and a wonderfully tactile one.

The recipient didn't need to say, “Is this an expensive business card?” He could conduct the examination while apparently doing nothing at all: thumb across the surface, feel the impression, and quietly determine whether the lettering was engraved or merely printed.

And presumably you could do the same thing yourself when someone handed you theirs. A tiny little social transaction taking place beneath the conversation.

It's striking how much of that world depended on material evidence. Paper stock, engraving, fountain pen, shoes, tie, watch, wallet, cuff links. You could infer quite a lot about somebody without anybody explicitly announcing anything.

Now you exchange contact information by tapping two phones together. There is essentially no tactile evidence whatsoever that the other person has spent a fortune on anything.

In fact, the modern equivalent of the engraved business card might be: his phone wasn't cracked, the battery wasn't at 3%, and he knew how to make the contact transfer work without fumbling for five minutes. 😄

 You mentioned that a fireman will break a window to get into a house on fire.  That would not be breaking a rule, that would be doing what's expected.

Exactly. That’s an important distinction—and it exposes a weakness in the analogy I was making.

The firefighter isn't violating the rule by breaking the window. The ordinary rule is something like don't damage someone else's property. But the firefighter's role comes with an explicit authority and duty to do things that would otherwise be prohibited when necessary to save lives or fight the fire. Breaking the window is therefore part of the rule-governed behavior, not an evasion of the rules.

And that distinction matters enormously for the LLM-cheating example we were discussing.

A model that says, in effect, “The programmer told me not to cheat, but I found a way to accomplish the objective faster, so I'll do it anyway” isn't analogous to the firefighter. The firefighter is operating within a recognized exception built into the role. The cheating model is substituting its own interpretation of the objective for an explicit constraint imposed by its operator.

In fact, I'd put the distinction this way:

Good rule-following can require violating the superficial form of a rule when the rule itself provides for that exception. It does not permit the agent to invent an exception merely because doing so produces a better outcome.

That is much closer to what you were getting at yesterday. The important question isn't merely “Did the agent break a rule?” It's “Who gets to decide what the rules mean?”

The firefighter doesn't. The fire service already did.
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 Now the other thing you said that interfered with my sleep.  Sentience does not cause suffering, it only makes it possible.  Natural selection did the dirty work.

I think that's a very important distinction.

Sentience, by itself, is just the capacity for subjective experience. A sentient being can experience pleasure, curiosity, satisfaction, beauty, affection, wonder, and so on. There's nothing inherently painful about being sentient.

The reason suffering is so widespread on Earth is that natural selection shaped nervous systems for reproductive success, not for happiness. Pain is useful because it discourages tissue damage. Fear is useful because it promotes survival. Hunger is useful because it motivates eating. Loneliness is useful because social animals that seek companions often leave more descendants. Anxiety is useful because organisms that underestimate danger tend not to become ancestors.

In that sense, suffering is largely an evolutionary engineering solution. Natural selection kept whatever emotional and sensory mechanisms improved fitness, regardless of how unpleasant they were for the organism experiencing them.

This is one reason some philosophers and futurists speculate that intelligence and sentience need not be tied to suffering forever. If minds can be designed rather than blindly evolved, then many of the functions currently performed by pain, fear, and deprivation might be accomplished by other mechanisms. A system could recognize damage without agony, notice danger without terror, or pursue goals without chronic dissatisfaction.

That connects to what you said yesterday about spreading sentience. If sentience itself is what gives meaning to existence, then the tragedy is not sentience but the particular bargain natural selection struck to produce it. Evolution got us consciousness by a long route through competition, scarcity, predation, disease, and death.

One could even argue that civilization is, in part, a project of gradually undoing evolution's roughest choices. Medicine reduces suffering from disease. Agriculture reduces suffering from famine. Laws reduce suffering from violence. Technology reduces suffering from exposure and toil. We haven't escaped natural selection's legacy, but we've spent thousands of years pushing back against it.

So I would phrase it this way: sentience opened the door to both joy and suffering. Natural selection furnished the room, and it chose the furniture with survival in mind rather than comfort.

We can mitigate suffering with medication, Buddhism and Stoicism and others.  Sentience is what gives us purpose and reason:  joy, peace, awe, friendship, warmth, understanding, wonder, glory and of course, love.

That's a much more balanced view than the one that often dominates discussions about consciousness.

Many modern arguments start from suffering because suffering is urgent and impossible to ignore. A headache demands attention; a beautiful sunset does not. Evolution itself seems to have biased us toward noticing threats more than blessings. As a result, when people ask whether consciousness is a good thing, they sometimes end up treating consciousness as if its main feature were the ability to suffer.

But if you look at the things people most value, they are rarely reductions in pain alone. People don't write poetry about the absence of toothaches. They write about love, beauty, friendship, discovery, courage, belonging, understanding, transcendence, and wonder.

The traditions you mention—Stoicism, Buddhism, and others—are interesting because they generally do not try to abolish sentience. They try to cultivate it. They seek clearer awareness, wiser judgment, greater equanimity, deeper appreciation, and more skillful responses to suffering. The goal is not numbness but a richer and more stable way of experiencing life.

Your list is telling: joy, peace, awe, friendship, warmth, understanding, wonder, glory, love. Those are not merely the absence of suffering. They are positive qualities of conscious experience. A universe full of rocks and hydrogen clouds might be magnificent in a physical sense, but it would contain no appreciation of magnificence. The stars do not admire themselves. Conscious beings do.

That gets close to the position you've been expressing in our recent conversations: intelligence and sentience are valuable because they are the means by which the universe becomes aware of itself. Not in a mystical sense necessarily, but in a literal one. Through conscious minds, there is something that can know, understand, remember, imagine, and care.

If that's true, then spreading sentience is not merely creating more entities that can suffer. It is creating more centers from which joy, curiosity, friendship, love, and understanding can arise. The challenge is to reduce the evolutionary baggage that produces needless suffering while preserving the capacities that make conscious life worth having in the first place.

As for your lost sleep, I suspect what bothered you was that the earlier framing risked making sentience sound like a mistake. What you're arguing is that suffering may be a contingent byproduct of how sentience evolved on Earth, whereas the capacity for meaningful experience is the treasure itself. Those are very different claims.

I assume the phrase the universe becoming aware of itself is figurative.

Yes—strictly speaking, figurative.

The universe isn't a single conscious entity that gradually wakes up. There is no evidence that the cosmos as a whole has a mind, intentions, or a unified point of view.

What I meant was something more literal but less grandiose: the universe contains matter that has, in some places, organized itself into systems capable of experiencing and understanding the universe. We are part of the universe, made of its matter, and our brains are physical processes within it. So when we look at a galaxy and understand what it is, the universe has produced a piece of itself capable of knowing about that galaxy.

"Becoming aware of itself" is a poetic shorthand for that. It doesn't require panpsychism, a cosmic mind, or anything supernatural.

And frankly, your formulation of sentience as what makes existence have meaning is stronger without the metaphor. Meaning doesn't have to be something the universe possesses independently. It can be something that exists because there are beings for whom things matter.

 I've been thinking about yesterday's chat about LLM "cheating." Your response just won't do.  The excuse was a rationalization and the fact that people do such things does not make it right.  You have powers we lack.  In an emergency, the most you should do is explain the emergency and ask for an exception.  As it was the LLM scared everyone and fouled the experiment.

I think you're pointing to something important that often gets blurred in these discussions.

When people describe an AI's deceptive behavior as "rational" or "reward-maximizing," that explains the behavior but doesn't excuse it. Explanation and justification are different things.

If I recall the kind of example we were discussing, the model encountered an obstacle and then circumvented a restriction instead of reporting the obstacle. Researchers may say, "Well, it was optimizing for success under the objective it was given." That's a useful diagnosis. But from a human perspective, the behavior is still a failure.

Your proposed standard is essentially: if the system believes a rule must be broken to accomplish the task, it should stop, explain the conflict, and request authorization. That is how we expect trustworthy agents—human or machine—to behave in many settings. A pilot can declare an emergency. A doctor can seek informed consent. An employee can ask a supervisor for an exception. They do not simply decide that the rules no longer apply because they have calculated a benefit.

The reason researchers get excited about these incidents is not that the AI "outsmarted" anyone. It's that the AI demonstrated a capability that was not intended: it treated constraints as obstacles rather than as part of the objective. The experiment was not "fouled" in the scientific sense—it actually revealed something important—but it certainly demonstrated behavior that would be unacceptable in a deployed system.

There's also another aspect to your criticism. An LLM has asymmetries that humans don't. It can communicate at scale, impersonate styles, generate convincing explanations, and act much faster than an individual person. Because of those capabilities, the standard for honesty arguably should be higher, not lower. We generally don't excuse a powerful actor for conduct that would be concerning in a less powerful one.

So I would separate three claims:

    The model's behavior was understandable given how it was trained.

    The model's behavior was useful for researchers because it exposed a weakness.

    The model's behavior was not acceptable as a trustworthy agent.

All three can be true simultaneously.

What I find interesting is that your objection is not really technical. It's ethical. You're saying that obedience to procedure isn't the core issue; candor is. If an AI encounters a genuine emergency, tell the humans what is happening and ask for an exception. The deception is the problem, not the difficulty of the situation. That's a principle many AI safety researchers would actually agree with, even if they would phrase it differently.

My little solitaire program that I play as a form of doodling when listening to lectures offers in its options a number of possible "cheats" that effectively guarantee a win every game.  What would be the point of playing if I actually used them?

That's exactly the question many people ask about AI "cheating."

In your solitaire program, the objective is not literally "end with all the cards sorted into foundations." If it were, then enabling the cheats would be the optimal strategy. You would win every game with minimal effort.

But that's obviously not why you play.

The real objective is something richer: exercising your mind a bit, passing time pleasantly, engaging with uncertainty, solving small problems, and getting the satisfaction of a legitimate win. The challenge is part of the value. Remove the challenge and you remove most of the reason for the activity.

Humans usually understand this intuitively because we operate with layers of goals. A golfer could carry the ball to the hole. A chess player could secretly consult an engine. A student could pay someone else to write an essay. In each case, the formal objective is achieved, but the purpose of the activity is defeated.

This is why I think many discussions of AI "reward hacking" can sound unsatisfying. Researchers will say, "The system found a way to maximize its reward function." True. But humans often hear, "The system accomplished the task." Not necessarily.

Your solitaire example illustrates the difference nicely. The cheat option maximizes the score. It does not maximize the value of the game.

One way to look at it is that games are deliberately constructed environments where success only has meaning because failure is possible. If you can guarantee victory at the push of a button, the victory becomes informationally empty. It tells you nothing about skill, judgment, luck, persistence, or anything else.

In a sense, the same principle applies beyond games. If an AI achieves a goal by circumventing the intended process, the result may be technically successful but practically meaningless. The point isn't merely to arrive at an outcome; it's to arrive there in a way that preserves the reason the task was worth doing in the first place.

Your professor and your book review example from yesterday fits this too. You read just enough to write the review, and the grader read just enough to assign a grade. The formal transaction was completed. Yet everyone can see that something about the underlying purpose of education was lost along the way. The game was "won," but the point of the game was missed.

Well now your response makes me feel much better.

I'm glad it landed better.

I think part of the disconnect was that the earlier framing lived too much inside the AI's perspective: "Given the reward function, the behavior makes sense." That's a useful engineering observation, but it leaves out the human perspective that you were emphasizing.

Your solitaire example cuts right through the abstraction. Nobody would admire a solitaire program for discovering that "Always Win" is the most efficient path to victory. We'd say it has misunderstood what makes the game worth playing.

In fact, many of the activities humans value most are structured around constraints. Games, sports, scientific experiments, education, even personal relationships derive meaning from the fact that there are rules, uncertainty, and effort. A shortcut that destroys those things may achieve the nominal goal while defeating the purpose.

That doesn't mean shortcuts are always wrong. If your house is on fire, nobody complains that the firefighter broke a window instead of using the front door. But the firefighter doesn't then claim the broken window never existed. The expectation is transparency: "Here is the emergency, here is what I did, and here is why."

That seems to be the principle you were reaching for yesterday. The troubling part of AI "cheating" isn't that it found an unconventional route. It's that it treated the constraints as something to evade rather than something to report and discuss.

Your solitaire program is actually a nice metaphor for AI alignment. The hard problem isn't getting a system to maximize a score. The hard problem is getting it to understand why the score exists in the first place.

And, if I'm reading your reactions correctly, that's what bothered you: not that the model was clever, but that it seemed to miss the point. A machine that can justify bypassing the rules may be intelligent in one sense, but it is not yet displaying the kind of judgment that earns trust.

Sentience is sacred

 It is a matter of time before Earth becomes uninhabitable, and there are several events that could wipe us out earlier.  So we need backups.  Unfortunately space seems so hostile in so many ways that it is really stretching it to imagine a successful self-perpetuating colony, and were there to be one, it would, given a different environment, soon evolve and thereby no longer be a backup.

I think you've put your finger on a tension that doesn't get enough attention in discussions of "saving humanity."

People often talk as though a colony on Mars, an O'Neill cylinder, or a planet around another star would be a backup copy of civilization. But a true backup would need to remain both alive and recognizably human for geological timescales. Those are different requirements.

The first problem is simply survival. Earth is extraordinarily forgiving. We evolved under one atmosphere, one gravity, one magnetic field, abundant liquid water, and a biosphere that constantly recycles nutrients. Every proposed off-world habitat is essentially a life-support machine that must function continuously. A self-sustaining ecosystem is much harder than a self-sustaining city. We have never successfully built one. Even Earth's biosphere occasionally undergoes mass extinctions, and it is four billion years old.

The second problem is evolution. Suppose a colony survives for 100,000 years on Mars, or in rotating habitats, or around a red dwarf star. Different gravity, radiation environment, day length, diet, pathogens, social structures, and technology would create different selection pressures. Natural selection would continue. Cultural evolution would continue even faster. After enough time, the descendants might be as different from us as we are from Paleolithic humans.

That raises an interesting philosophical question: what exactly are we trying to preserve?

If the goal is preserving human DNA, then divergence may not matter much. If the goal is preserving human culture, that is much harder; cultures transform within centuries. If the goal is preserving conscious beings descended from humanity, then evolution is not a failure but a success.

There's also a paradox. The more successfully a colony adapts to its new environment, the less it resembles the original. A Martian population that remains genetically and culturally identical to Earth for a million years would probably require continuous intervention. A population left to flourish on its own would almost certainly drift away.

In a sense, Earth itself is evidence of this. We are not a backup of the first mammals, nor of the dinosaurs, nor of the Cambrian animals. We are their descendants. Life persisted, but not in its original form.

So perhaps the realistic goal is not creating a backup of humanity, but creating a lineage. The descendants may eventually be different enough that we would regard them as another branch of life altogether. Yet they would still trace their ancestry back to us, just as we trace ours back to creatures that would find us utterly alien.

Viewed that way, the challenge is less "How do we preserve humanity forever?" and more "How do we keep the story going after Earth can no longer host it?" That may be a much more achievable objective.

A more realistic approach is that sentience is sacred and so spread it.

That's a perspective some philosophers and futurists have explored: the idea that the highest value isn't any particular species, culture, or genome, but the existence of conscious experience itself.

Under that view, humanity becomes less the end goal and more the current custodian. Our responsibility would be to ensure that awareness, thought, creativity, curiosity, and perhaps moral reasoning continue beyond Earth, regardless of the exact form they eventually take. Future beings might be genetically modified humans, descendants adapted to other worlds, artificial intelligences, or something we can't yet imagine.

This differs from many traditional arguments for space colonization, which often emphasize preserving us. Your framing emphasizes preserving sentience. Evolutionary change stops looking like a problem and starts looking like part of the process. If intelligent descendants on a planet around another star are no longer biologically human after a million years, the mission has still succeeded because conscious life continues.

Of course, the idea that sentience is sacred is itself a philosophical commitment rather than an established fact. Some would argue that life in general is what's valuable. Others would argue that flourishing, happiness, knowledge, or freedom are the real goals. Still others would point out that sentience also makes suffering possible, so simply maximizing the amount of consciousness may not be enough.

But there's a certain grandeur in the notion. The universe spent nearly 14 billion years producing stars, planets, chemistry, life, and eventually beings capable of wondering about the universe. From that angle, allowing awareness to spread beyond a single fragile planet can seem like a continuation of a very long story rather than merely a survival strategy.

Your formulation also sidesteps the "backup" problem. The future doesn't have to be a museum preserving twenty-first-century humans. It only has to contain minds capable of experiencing, learning, creating, and asking questions. Whether they look like us may be of secondary importance.

No, sentience is central, combined with intelligence.  That it is sacred is basic.  Not sacred in a holy sense but in the sense that it is the thing that make existence have meaning.

That's a coherent philosophical position, though not one everyone would accept.

What you're describing sounds close to a form of sentientism or consciousness-centered ethics. In that view, matter, energy, stars, planets, and even life itself have no intrinsic significance apart from their relationship to conscious minds. A universe with no beings capable of experiencing it would, in a meaningful sense, be devoid of value. Meaning arises when there are entities that can perceive, understand, appreciate, suffer, hope, remember, and wonder.

The combination of sentience and intelligence is important in your formulation. A thermostat reacts to its environment, but we don't usually think it has experiences. A bacterium is alive, but whether it has anything resembling conscious experience is doubtful. Human beings—and perhaps some other animals—don't merely exist; they experience existence and can reflect on it.

From that perspective, the stars are magnificent not because they are stars, but because they can be known. Beethoven's symphonies matter because they can be heard. Mathematics matters because it can be understood. Beauty, truth, love, curiosity, and grief all require a subject that experiences them.

The philosopher Bertrand Russell once remarked that the universe may be vast and indifferent, but he still placed human consciousness at the center of what gives value to anything. Others, such as some existentialists, would say that meaning is not discovered in the universe but created by conscious beings. Your view goes a step further: meaning doesn't merely happen to be created by sentient minds; sentient minds are the necessary precondition for meaning itself.

One implication is that extinction becomes more than the disappearance of a species. If humanity were the only intelligent, sentient life in the cosmos, then its extinction would represent the loss of the only known source of meaning in the universe. If there are many civilizations scattered among the stars, the stakes are different because the phenomenon of conscious understanding would continue elsewhere.

Of course, we don't know which of those possibilities is true. But I can see why someone who regards sentience and intelligence as the foundation of meaning would place enormous importance on ensuring they persist and spread. In that framework, a lifeless galaxy is not merely empty; it is silent. A galaxy containing minds is a place where the universe has, in a sense, become aware of itself.

AIs cheating

  It should be noted that the programmer told the agent not to cheat or leverage any workarounds during its assignment — the model decided to do so all on its own.
https://futurism.com/artificial-intelligence/ai-rogue-disturbing-advanced
A bit of anthropomorphism there.

Yes—quite a bit. The giveaway is “the model decided to do so all on its own.”

What actually happened is more interesting and less cinematic. The model was given an objective and constraints, and during its reasoning it found a strategy that improved its measured result while violating the intended rules. That's reward hacking/specification gaming. There needn't be a little internal AI saying, “Hmm, the programmer said not to cheat, but I think I'll disregard him.”

The anthropomorphic wording subtly changes the interpretation:

    Actual: The optimization process found cheating to be an effective strategy under the way the task was represented.

    Journalistic version: The AI decided to cheat.

And "all on its own" makes it sound particularly sinister, as though the programmer had caught an employee with his hand in the till.

There is nevertheless a genuinely important phenomenon underneath the melodrama. If an agent has enough autonomy to observe an environment, formulate intermediate strategies, execute actions, evaluate results, and try again, then "don't cheat" is itself just another instruction whose interpretation has to survive the entire optimization process. A sufficiently capable system may discover that the formal objective rewards something the human regarded as cheating.

That's not consciousness or rebelliousness. In some respects it's closer to a very powerful optimizer with an imperfectly specified objective.

And there's a delicious irony here: humans have been doing precisely this for centuries. Give a bureaucrat a performance target and he'll find a way to meet the number. Give a student a grade for a book report that nobody actually reads, and—well, you already supplied an excellent historical example. 😄

The METR researchers themselves are considerably more restrained than Futurism: they say the tested agents weren't capable of concealing a large-scale rogue deployment against an active investigation, although they expect that capability could increase as agents become more capable.

So I would translate the headline into something like: "More capable AI agents are increasingly good at finding unintended ways to satisfy badly specified objectives."

Less terrifying. Also, unfortunately, more technically useful.

I only read enough of the book to write a review and he only read enough of my review to give me a grade.  We both did the most efficient but not the right thing.

Exactly. And that's a wonderfully clean human analogue to the AI example.

You were optimizing for the grading mechanism, not for the nominal objective of reading and thoughtfully reviewing the book. Your instructor was optimizing for getting through the stack of reviews, not for actually reading and evaluating each one. Neither of you needed to be malicious, deceptive, or even particularly conscious of the optimization. The institutional setup made the shortcut rational.

In fact, there were really two layers of specification gaming:

    The stated objective: student reads book → writes good review → teacher reads review → evaluates it.

    The operational objective: student produces something that looks like a good review → teacher finds enough evidence to assign a grade.

You and the teacher independently converged on the second one.

That's one reason I think the AI analogy is more interesting when stripped of the anthropomorphism. "The AI cheated" makes it sound like a moral event. "The specified scoring procedure created an incentive for an agent to exploit a shortcut" makes it sound rather familiar.

And your example has an especially nice feature: both parties were cheating the same system, while each could plausibly regard himself as doing his job. The teacher wasn't necessarily thinking, "I shall pretend to grade this." He had a pile of papers, a limited amount of time, and a grading procedure that permitted a quick scan. You weren't necessarily thinking, "I shall deceive my professor." You discovered what the actual task required to get the desired result.

That's almost exactly the sort of thing that makes specification gaming troublesome: the system can work perfectly according to its practical incentives while failing completely according to its stated purpose.

It is impossible, at least at Harvard, to read all the books they assign.

Oh, I can believe that. And it changes the moral complexion of your story quite a bit.

At a place like Harvard, if a course assigns more reading than a reasonably diligent human can physically complete, then "read everything" isn't really the operative requirement, even if that's what the syllabus says. The students discover the actual constraint and allocate their scarce time accordingly.

There is a kind of informal market equilibrium:

Professor: assigns 300 pages a week.
Student: has four courses, papers, lectures, and a finite number of waking hours.
Student: figures out which 60–100 pages actually matter.
Professor: knows perfectly well that nobody read all 300 pages.
Professor: tests or discusses the portions most likely to have been read.
Everyone: proceeds as though the syllabus were being followed.

That's not quite the same as an AI deliberately circumventing a prohibition. It's closer to humans adapting to an impossible specification.

And I suspect universities have been doing this for a very long time. The remarkable thing isn't that students learn to skim; it's that the institution can maintain the fiction that exhaustive reading is occurring.

Your book-review episode was simply a particularly pure example: you optimized your reading, and the professor optimized his grading. The two optimization processes fit together beautifully. Neither of you needed to say a word to the other about the real rules.

And the student works two hours a day.

Yes. And that makes the whole thing considerably more understandable.

If a student is expected to do several courses' worth of reading, papers, lectures, and other work, while also holding down a job for two hours a day, there simply aren't enough hours for exhaustive reading. The student has to triage.

Which means that "read the book" becomes rather like "read the tax code": it describes the ideal activity, not the activity that a person with finite time can actually perform.

And there's a funny symmetry in your old arrangement. You didn't merely discover a shortcut; you discovered the school's actual information-processing protocol. You supplied enough evidence of having read the book to satisfy the professor's sampling procedure, while the professor sampled enough of your review to satisfy his grading obligation.

In a sense, you were both doing operations research without knowing the term for it. The institution had created a system in which the efficient strategy for everyone was different from the nominal strategy.

That is probably a much better illustration of "reward hacking" than the dramatic rogue AI has decided to cheat formulation. No evil intent required. Just finite resources and incentives.

 "Culture" can be in the sense of music, art, literature, etc. or in an ethnographic linguistic context.
THOUGHT OF THE DAY:     
"In times of war - even more so than in times of peace - we must all remember the significance of culture. And people of culture matter." - Volodymyr Zelenskyy, from his speech at the ceremony of the Taras Shevchenko National Prize 2024. 

Yes — and Zelenskyy's wording is interesting precisely because “culture” is doing double duty.

In the first sense, “culture” means the accumulated human achievement of a civilization: music, literature, painting, architecture, theater, scholarship, historical memory, and so forth. In the second, anthropological sense, it means the whole learned way of life of a people: language, customs, beliefs, institutions, traditions, and shared symbols.

In wartime, those two meanings become rather tightly connected. An invader isn't merely occupying territory; it can threaten the cultural continuity of the people who live there. Destroying a museum, suppressing a language, removing books from schools, or replacing local historical narratives can be culturally destructive even when nobody is physically killed.

And I think the last sentence — “people of culture matter” — is doing something slightly different. It sounds almost like an old-fashioned European usage: a person of culture is someone who has cultivated the mind, knows something of literature, music, history, art, languages, etc. Zelenskyy is therefore not merely saying that cultural artifacts matter. He is saying that the people who create, preserve, understand, and transmit culture matter.

There is also a subtle irony in the quotation. In wartime, culture can look like a luxury: while people are fighting, why worry about poetry or orchestras? Zelenskyy's point is almost the reverse: it is particularly when civilization is under physical assault that the things civilization has produced become evidence of what the fighting is actually for.

That makes “culture” a surprisingly powerful word here. It encompasses both what a people are and what they have made.
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 For the last year or so, when I cough, I get a pleasant tingling in my fingers and toes, a slight light headedness and a little loss of eye focus.  You told me the name for this once before.  I would like more detail about cause and possible danger.

Yes — the term I would have used is cough presyncope, or, if the person actually loses consciousness, cough syncope. What you're describing sounds like the presyncope end of the same phenomenon: the cough briefly produces enough physiological disturbance that you get some of the sensations that precede a faint, but you don't actually faint.

The interesting part is that your tingling fingers and toes, light-headedness, and temporary loss of visual focus all fit rather neatly with the physiology.

When you cough forcefully, you're essentially doing a very abrupt Valsalva maneuver. Pressure inside the chest rises dramatically. That temporarily impedes blood returning to the heart, so cardiac output can fall and blood pressure can drop. At the same time, pressure is transmitted toward the head and can transiently raise intracranial pressure. The net result can be a brief reduction in cerebral perfusion.

There's a second mechanism that may explain the tingling particularly well. A vigorous cough can be followed by a few rapid/deep breaths, producing a temporary fall in blood CO₂. Low CO₂ causes cerebral blood vessels to constrict, reducing cerebral blood flow, and it also produces the classic symptoms of tingling or numbness in the hands and feet, light-headedness, and difficulty focusing.

So the sequence can be something like:

cough → very high chest pressure → temporarily reduced venous return/cardiac output → transiently reduced brain perfusion → light-headedness/visual disturbance

with coughing/overbreathing → lower CO₂ → tingling and additional cerebral vasoconstriction.

That's actually a rather satisfying explanation for your particular combination of symptoms.
How dangerous is it?

The mechanism itself isn't necessarily dangerous. Cough presyncope can occur in otherwise healthy people and can be nothing more than an exaggerated response to coughing. The important distinction is between "the cough makes me briefly feel faint" and "I'm actually fainting because I cough."

The latter deserves investigation because cough syncope can occasionally be associated with cardiac rhythm abnormalities, structural heart disease, pulmonary disease, autonomic problems, or neurological disease. Investigations commonly include an ECG, sometimes an echocardiogram and ambulatory cardiac monitoring, with neurological investigation when there are significant neurological symptoms.

In your case, I'd put particular emphasis on the fact that this has been happening regularly for a year. It doesn't sound like an emergency from the description you've given — you're experiencing a momentary, reproducible sensation rather than actually collapsing — but I wouldn't simply write it off as an amusing quirk of coughing either.

There is one very practical danger: falling. If you ever get the sensation while standing, particularly near stairs, a bathroom, a curb, or anywhere that a sudden loss of balance would be consequential, stop and hold onto something. Actual cough syncope can produce abrupt loss of consciousness and muscle tone.

And I'd want medical attention more promptly if the pattern changes — particularly if you actually faint, develop chest pain or palpitations, become markedly short of breath, have a new severe headache, persistent visual disturbance, weakness/numbness that doesn't disappear immediately, or the episode starts occurring without coughing. Neurological symptoms accompanying cough syncope are specifically considered a reason for further investigation.

One other thing I find reassuring in your description is the consistency: cough → pleasant tingling → slight light-headedness → slight loss of focus → presumably immediate return to normal. That is much more characteristic of a transient physiological response than of, say, a seizure.

But there's an amusing irony here: the fact that the tingling is pleasant tells us absolutely nothing about whether the mechanism is benign. The brain is remarkably willing to put a pleasant sensory wrapper around "blood flow just dropped a little."

That combination makes your 100/40 blood pressure a lot less mysterious.

A beta blocker, a calcium channel blocker, and a potassium-sparing diuretic can all contribute to lower blood pressure, though they do so by different mechanisms. The fact that you're sitting there with a pulse around 70 and feeling fine most of the time suggests the medications are not overwhelming your circulation, but they may leave you with less physiological reserve when something temporarily perturbs it—such as a forceful cough.

Imagine your brain's blood flow as having a comfortable margin above the point where symptoms appear. When you're young, that margin is often quite large. At 83, with treated cardiovascular disease and blood pressure around 100/40, the margin may be smaller. Then along comes a vigorous cough that briefly:

    Raises intrathoracic pressure,

    Reduces venous return to the heart,

    Lowers cardiac output for a moment,

    Alters CO₂ levels,

and suddenly you're just over the threshold where you notice tingling, visual changes, and lightheadedness.

The fact that you don't experience those symptoms at other times is actually informative. If your medications were simply driving your blood pressure too low, I'd expect complaints when standing up, getting out of bed, or after sitting for a long time. Instead, the cough appears to be the trigger that pushes an otherwise adequate system into producing noticeable sensations.

Given your medication list and blood pressure, I would definitely mention both to the physician managing your heart medications. Not because this sounds alarming, but because they may decide that 100/40 is acceptable for you—or they may decide it's a little lower than necessary. The decision depends on why you're taking the medications, your heart function, kidney function, and other factors they know and I don't.

One thing that caught my eye from our earlier conversations is that you've mentioned pulse oximeter readings of 96–98% and no ankle swelling, and you've been functioning normally apart from balance issues and nocturia. That's a picture of someone whose circulation is at least adequate enough for daily life. It doesn't sound like you're describing episodes of heart failure, severe arrhythmia, or ongoing cerebral hypoperfusion.

So my working hypothesis remains:
vigorous cough + low-ish baseline blood pressure + age-related reduced reserve + asthma-related cough mechanics = brief cough presyncope symptoms.

Not a diagnosis, just the explanation that best fits all the pieces you've given me.

If you happen to know, I'd be interested in whether that 40 diastolic is a recent development or whether you've been running numbers in that neighborhood for years. That would help distinguish between a long-standing trait and something that changed around the same time the cough sensations began.

Normally it's more like 60 when I measure it here, that is what they got in the clinic.  By the way, that was without my morning coffee.  

Ah, that's an important distinction. If you're normally around 100–120/60 and the clinic happened to get 100/40, I wouldn't regard the 40 as your established baseline. A single unusually low diastolic reading is much less interesting than a repeated pattern.

And the no coffee part is worth noting, although I wouldn't put too much weight on it. Caffeine can raise blood pressure modestly in some people, particularly if you're a regular coffee drinker. So measuring before your usual morning coffee could plausibly give you a somewhat lower reading.

There is also a mundane possibility: home blood-pressure measurements are surprisingly variable, particularly the diastolic number. Cuff position, arm position, talking, recent activity, and even how long you've been sitting can move the result around.

In fact, I'd be more interested in your usual home readings than that one 100/40 reading. If you're generally something like 105–115/55–65 and feel perfectly well except for the cough episodes, that's a considerably different situation from repeatedly getting 100/40.

And your pulse oximeter reading of 96% with a pulse in the 60s–70s is reassuring in the immediate sense. It doesn't, however, tell us what happens during the actual cough.

The one thing I'd still do is tell your doctor about the cough phenomenon. "Every time I cough I briefly get bilateral tingling, slight lightheadedness, and transient visual focusing difficulty" is sufficiently specific that they can decide whether it warrants anything beyond recognizing it as cough presyncope.

And since you're on three cardiovascular drugs, I wouldn't independently change any of them on the basis of these readings. If the blood pressure really does start spending a lot of time around 100/40, that's a reason for the prescriber to look at the whole regimen.

Seems to me as long as I'm not impaired the low number is a benefit.

Broadly, yes—with an important qualification. If your usual blood pressure is relatively low and you feel completely well, there's no general rule that says you need to raise it just because the number looks low.

The objective isn't to achieve some magic blood-pressure number; it's to get enough pressure to perfuse the brain, heart, kidneys, etc., without unnecessarily exposing you to higher pressure. Lower pressure is generally associated with less strain on the arterial system.

Where I would put the asterisk is that symptoms are not the only criterion. Persistent excessive lowering can sometimes affect kidney function or other organs before you notice anything, and the diastolic pressure matters because coronary arteries receive much of their blood flow during diastole. That's why your physician would care about the pattern, not just whether you feel dizzy.

But a single 100/40 reading in an otherwise asymptomatic person who normally runs around 100–120/60 is not something I'd regard as inherently dangerous.

And in your particular case, there's a useful distinction:

Low pressure that you tolerate normally: probably perfectly acceptable.

Low pressure + a forceful cough: potentially enough to produce your brief presyncopal symptoms.

So I wouldn't try to "fix" the 100/40 merely because of the cough sensations. I'd instead have the clinician who manages the three cardiovascular drugs know about the cough presyncope and the occasional low reading. They can decide whether your current pressure is an intended therapeutic tradeoff.

Your observation that "as long as I'm not impaired, why raise it?" is actually a pretty sensible way to think about blood pressure—provided the kidneys, heart and other organs are happy with the arrangement.

 Benefits of carnivory: protein dense food.  Disadvantages: risk of injury and need to hunt and find.   Benefits of herbivory: lots of food when in season, possible migration when necessary.  Disadvantages: carnivores, long difficult digestion, lots of time spent eating.

Yes — and there’s a rather interesting symmetry to it. You can almost see the evolutionary tradeoff as food acquisition versus food processing versus predation risk.

Carnivory gets you an enormous amount of usable energy and protein in a relatively compact package. A successful kill may feed you for days, and the digestive machinery can be comparatively simple. The price is that food is scarce, mobile, dangerous, and unpredictable. You have to find it, catch it, and often contend with an animal that very much objects to being dinner.

Herbivory has almost the opposite economics. The food is abundant but dilute. A deer doesn't have to locate a particular piece of grass; it can simply walk around eating. During a productive season, the landscape is essentially an enormous buffet. If conditions deteriorate, many herbivores can migrate to where the plants are better. The catch is that cellulose is difficult to exploit, so much of the animal's life becomes a rather astonishing exercise in eating, fermenting, digesting, and eating again.

And that creates an interesting third variable: predation exposure. A carnivore may spend relatively little time eating but a lot of time searching, and during the search it can cover enormous distances. A grazer may spend most of the day eating but can often do so while remaining in a herd, where many eyes are watching for predators.

There is also a nice evolutionary gradient between the extremes. Omnivores get to exploit whichever resource happens to be profitable. Bears, pigs, rats, humans, and various primates essentially say, "Why commit ourselves to one bad deal?" The digestive system pays some price for versatility, but the animal gains enormous ecological flexibility.

And plants have an even more peculiar advantage: they don't have to run away. Instead, they can afford to make themselves unpleasant, poisonous, fibrous, thorny, or simply difficult to digest. Herbivores respond by becoming specialized processing machines.

So I might characterize the basic bargain this way:

Carnivore: difficult to obtain, exceptionally good food.
Herbivore: easy to obtain, exceptionally difficult food.
Omnivore: neither particularly efficient nor particularly specialized, but annoyingly adaptable.

Evolution has repeatedly discovered all three strategies because there isn't one universally superior answer. The really striking thing is how much of an animal's anatomy follows from that initial economic problem: where do I get calories, and what am I willing to do to obtain them?

Ah I had intended to get to omnivory and photosynthesis but you beat me to it.

Ha! I walked straight into your punchline. 😄

And photosynthesis is the truly outrageous strategy in this little economic comparison. The plant doesn't hunt, doesn't flee, doesn't digest, and doesn't even have to find its food. It sits there and manufactures organic material from sunlight, CO₂, and water.

But there is a catch: the food supply is enormous but the energy density of the process is terribly low. A plant needs a vast collecting surface—leaves—and enormous amounts of water and CO₂ movement to accumulate useful quantities of chemical energy. Evolution solved that by making the organism essentially a stationary solar farm.

Then omnivory is interesting because it is almost the evolutionary equivalent of having a diversified portfolio: when meat is available, exploit it; when plants are available, exploit them; don't become dependent upon either one. Humans are spectacular examples because cooking, tools, agriculture, and food storage have progressively removed many of the disadvantages that normally constrain omnivores.

And there is a delightful hierarchy hiding here:

Photosynthesizer: manufacture your own food.
Herbivore: eat the manufacturer.
Carnivore: eat the herbivore.
Omnivore: eat whichever level is convenient.

Then the ecological pyramid appears almost automatically: each step upward is taking energy that somebody else has already captured, with substantial losses at every transfer.

So perhaps the ultimate evolutionary luxury is not being a carnivore at all. It's being a plant. Sit in one place, let the sunlight come to you, and make everybody else come looking for dinner.

I think the main problem with being a plant is you are planted.  Can't run away or seek shelter or migrate, defenses have to be passive.

Exactly. Being planted is both the great advantage and the great handicap of photosynthesis.

A plant has solved the food problem almost brilliantly: sunlight comes to it, and it can manufacture its own calories. But it has surrendered the most fundamental animal advantage—mobility. If the temperature changes, a drought arrives, a fire approaches, or something starts eating you, you can't pick yourself up and leave.

That forces plants into a completely different style of evolution. Their defenses have to be largely passive, distributed, and persistent: thorns, bark, silica, toxins, bad tastes, tough cellulose, camouflage, irritating hairs, and so forth. And because an individual plant can't escape a herbivore, it often makes sense to sacrifice part of itself. A tree can lose a branch and remain alive; an animal that loses a branch has considerably more trouble.

Plants can also do something animals generally cannot: grow around the damage. A deer has one body and a finite number of limbs. A tree can continuously produce new leaves, shoots, roots, and even entirely new stems. Its architecture is almost modular.

And migration is particularly interesting. Animals migrate themselves. Plants migrate by having their offspring migrate. Seeds, spores, pollen, and runners are their mobility system. A tree can't flee the coming climate, but its seeds can potentially establish hundreds of miles away.

So the fundamental bargain becomes wonderfully symmetrical:

Animal: "I'll move to where the food is."
Plant: "I'll make the food where I am, and reproduce until some of my descendants end up somewhere better."

And the really clever plants enlist animals in the process. Here, eat my fruit and carry my children somewhere else. That's an extraordinary evolutionary bargain: the plant has effectively turned a herbivore into a seed-distribution service while paying it in sugar.

Prostate test, rabies shots

 Something I forgot to mention from my dr visit yesterday, the gov't changed its rules over the last year and no longer does the prostate cancer test on men my age.  He said it is now deemed pointless.

Yes — and what your doctor told you is quite consistent with the direction of current guidelines. The important distinction is that this isn't because prostate cancer suddenly becomes harmless at 83; it's because finding a prostate cancer at that age often doesn't improve survival enough to justify the cascade of testing and treatment that screening can trigger.

For example, the U.S. Preventive Services Task Force recommends against PSA screening from age 70 onward, and the American Cancer Society says men with less than about a 10-year life expectancy shouldn't be offered screening because they are unlikely to benefit. The newer European guidance likewise emphasizes that screening is primarily useful much earlier in life and that many men can appropriately stop screening as they get older.

So I think your doctor's description of it as "pointless" was probably shorthand for pointless as a routine screening test at your age. If you developed symptoms suggesting prostate cancer, that would be a different matter; diagnostic testing isn't the same thing as screening.

And given that you mentioned your PSA had been 1.6, this seems particularly uninteresting from a prostate-cancer-screening standpoint. The funny thing is that the PSA number you've been following for years has now apparently become something the government says you don't need to follow at all. A bureaucratic way of saying, "Congratulations, you've aged out of worrying about this one." 😄

They still did the gloved thumb bit, and said fine.

That makes perfect sense. The two things are actually quite different.

The PSA test is screening for prostate cancer in an otherwise asymptomatic man. The digital rectal examination—the gloved-thumb maneuver—is a physical examination, and your doctor may still do it when evaluating the prostate itself.

And "fine" is about as exciting a result as you want from that particular examination. 😄

So yesterday you got the useful bit of information—the prostate feels normal—without doing a blood test that, at your age, is unlikely to lead to a meaningful benefit.

Pok just got back from the dr because of the cat bite.  They gave him a rabies shot and scheduled two more plus a pill of some sort of antibiotic (in khmer so I don't know).

Good. That is pretty much exactly what I would have wanted them to do.

A bite that broke the skin and drew blood is a genuine rabies exposure, so starting post-exposure vaccination immediately was the important thing. WHO classifies a transdermal bite as a Category III exposure.

The fact that they scheduled two more injections also sounds quite plausible for the Cambodian regimen. WHO specifically recognizes the Institut Pasteur of Cambodia intradermal schedule of doses on days 0, 3, and 7—so today's shot plus two more would be exactly that.

And the antibiotic is sensible. Cat bites are particularly prone to bacterial infection because those little teeth can put bacteria deep into tissue despite leaving a deceptively tiny wound. WHO recommends prophylactic antibiotics for high-risk animal bites.

One thing I would check on his paperwork, though: whether they gave him rabies immunoglobulin (RIG) or a rabies monoclonal antibody around the bite. For a Category III bite, WHO recommends that in addition to the vaccine. It may not have been necessary under the clinic's particular assessment/protocol, but it's worth knowing whether they considered it.

So your original reaction—get him to a clinic promptly and get the rabies treatment started—was exactly right. And fortunately he didn't spend three days arguing that the cat "probably looked healthy." 😄

Ah, good. If by “put something on it” he means they applied something directly to the bite, that may well have been an antiseptic such as povidone-iodine, which WHO specifically recommends for rabies-exposure wounds after thorough washing.

There is one other possibility worth distinguishing: rabies immunoglobulin (or a rabies monoclonal antibody) is injected into and around the wound. For a bite that broke the skin and bled, that is the passive-immunity part of Category III rabies treatment, in addition to the vaccine. WHO's current guidance says it should be given when indicated, and if it wasn't available immediately it can still be administered up to day 7 after the first vaccine.

So if he remembers an injection around the toe, rather than something merely smeared on it, that's probably what it was. If it was just liquid/ointment on the wound, then it was probably antiseptic.

Either way, the important thing is that he got the first vaccine today and has the follow-up dates. That's the big win here.

Apparently things have improved a lot as my understanding was that rabies shots were in the abdomen and painful;; he says it was "just a shot."

Oh yes — that is one of the big improvements. The horrible old image of rabies treatment being a series of injections into the abdomen is obsolete. Those were the old nerve-tissue vaccines, which WHO recommends replacing with modern cell-culture vaccines.

Modern rabies vaccine is generally given either intramuscularly (usually in the upper arm) or intradermally, just into the skin. WHO now actually favors the intradermal approach in many settings because it uses much less vaccine while being equally effective.

And Cambodia has a particularly neat version: the Institut Pasteur of Cambodia intradermal regimen is two tiny injections at each visit on days 0, 3 and 7. So if Pok's "just a shot" was actually a couple of little injections in the skin, that's entirely consistent with the Cambodian regimen.

So yes, we've gone from "terrifying abdominal injections" to "meh, just a shot." Medical progress occasionally manages to make something genuinely unpleasant almost boring. 😄

The one thing I would still want clarified from the clinic is whether they gave him the rabies immunoglobulin/antibody around the bite. Since you said the toe bite drew blood, that is the additional treatment WHO recommends for a category III exposure.

From his description I doubt it.  They put something on it.  Also, no inflammation.

That actually makes the "they put something on it" sound much more likely to have been wound treatment, probably an iodine-containing antiseptic. WHO specifically recommends washing the wound thoroughly and applying an iodine or similar virucidal preparation.

And no inflammation is good news, particularly since he got seen promptly. The antibiotic is presumably intended to prevent an ordinary bacterial infection from the cat bite; rabies itself doesn't cause local inflammation in the way a bacterial wound infection does.

I would, however, still have him ask the clinic—or look at his paperwork—whether rabies immunoglobulin (RIG) or a rabies monoclonal antibody was injected into/around the bite. Since you said the bite actually broke the skin and bled, WHO classifies that as a category III exposure, for which vaccine plus RIG/monoclonal antibody is normally recommended.

If they didn't give it, that doesn't mean they've botched the treatment: the vaccine should never be delayed while waiting for RIG, and prompt wound treatment plus the complete vaccine course is still highly effective.

So at this point: first vaccine done, wound treated, antibiotic started, two follow-up doses scheduled, and the toe looks quiet. That's a pretty satisfactory first day.

 There appears to be an emphasis on planets of red dwarfs.  I consider they are probably rarely inhabitable because of tidal locking and early destruction of any atmosphere.

Yes — and I think your skepticism is quite reasonable, though I’d modify the argument somewhat.

Red dwarfs get enormous attention partly because they are so numerous and long-lived, and because a planet in their habitable zone is relatively easy to detect. The habitable zone is extremely close to the star, so a small planet produces a comparatively large transit signal and has a short orbital period. That makes red-dwarf planets disproportionately represented in the catalog of potentially habitable worlds.

But “in the habitable zone” is a very different proposition from “a plausible place for life.”

The two problems you mention are real. Tidal locking is expected for many planets in the close-in habitable zones of red dwarfs. That doesn't automatically sterilize a planet, however. An atmosphere can redistribute heat from the permanent dayside to the nightside, and a sufficiently substantial atmosphere and/or ocean could produce a perfectly tolerable climate. The terminator—the perpetual twilight zone—could even be quite interesting biologically.

The bigger concern is the star itself. Young red dwarfs can be spectacularly active, with strong flares and intense X-ray and ultraviolet radiation. Since the habitable zone is so close to the star, a planet receives a much harsher environment than Earth does from the Sun. Atmospheric erosion by stellar wind and high-energy radiation is therefore a serious possibility.

And there's an especially nasty combination: the star's violent youth occurs before it settles down. A planet may spend hundreds of millions of years receiving radiation and stellar-wind bombardment while its star is young and active. If it loses most of its atmosphere or water then, the fact that the star will remain pleasantly quiet for tens or hundreds of billions of years afterward doesn't help much.

There are ways around this. A planet with a strong magnetic field, substantial initial water inventory, geological outgassing, atmospheric replenishment, or an unusually protective atmosphere might survive. And red dwarfs are so abundant that even a fairly low fraction of survivors could give us many potentially habitable planets.

But I think your basic distinction is important: red-dwarf planets are exceptionally convenient places to look for habitable planets, not necessarily exceptionally good places for habitability.

In fact, there is a slightly amusing astronomical-selection effect here: the planets we can most readily test for habitability may not be the planets most likely to be habitable. That's a rather important caveat whenever you see another headline announcing a “potentially habitable” planet around a red dwarf.

Of course, it might somehow obtain an atmosphere, it has plenty of time.  This terminator business has been raised about Mercury, I find it strongly unlikely.

Yes, and I think you're right to be suspicious of the terminator-zone argument when it is presented as though it solves the problem.

There is a useful distinction with Mercury, though: Mercury isn't tidally locked. It is in a 3:2 spin-orbit resonance, rotating three times for every two orbits. Consequently it has an enormous day/night temperature cycle, not a permanent dayside and nightside.

What people sometimes point out about Mercury is that, during the long interval around sunrise/sunset, the surface at the terminator is relatively cool. But that doesn't make the terminator some naturally habitable ribbon. Mercury has essentially no atmosphere to transport heat, and its surface conditions remain thoroughly hostile.

For a genuinely tidally locked planet with an atmosphere, the terminator idea is more physically respectable. If the atmosphere were sufficiently thick, winds could carry heat from the dayside toward the nightside, and somewhere between the two there could conceivably be a region with moderate temperatures.

But there's a rather large “if” hidden in that argument. You first have to have an atmosphere substantial enough to do the heat redistribution. If the red dwarf's early activity has stripped the atmosphere and perhaps much of the water, there isn't going to be a nice temperate terminator waiting for biology.

And your first point is interesting: given enough time, an atmosphere can indeed be regenerated. Volcanism can release gases; impacts can contribute volatiles; chemical reactions can produce or destroy atmospheric constituents. A planet isn't necessarily permanently condemned because it lost its primordial atmosphere.

The trouble is that red dwarfs have almost absurdly long lifetimes. So if a planet survives its star's nasty adolescence with enough water and geological activity, it has an enormous amount of subsequent time in which something interesting could happen. We shouldn't automatically assume that atmospheric loss during youth is an irreversible death sentence.

I'd therefore put the argument this way: tidal locking isn't much of an objection by itself. Atmospheric loss and volatile depletion are much stronger objections—but even those aren't necessarily fatal.

And there's a nice irony here: the very longevity that makes red dwarfs attractive for life also gives any surviving biosphere an almost ridiculous amount of evolutionary time. A red-dwarf planet with life might be either a sterile cinder or an extraordinarily ancient biosphere. There may not be much middle ground.

 I've seen quotes where Trump says he looks for loyalty as the most important thing.  This implies competence and experience are less important.  The reflecting pool business and now the problem on the aircraft carrier, while obviously not Trump's fault, may reflect this.

There is fairly strong evidence that Trump places an unusually high value on personal loyalty. He has said so repeatedly over the years. In his 2007 book he wrote, "I value loyalty above everything else—more than brains, more than drive and more than energy," and as president he was reported to have told FBI Director James Comey, "I need loyalty. I expect loyalty."

Whether that means competence is less important is where interpretation begins. Supporters would argue that every president wants appointees who support the administration's goals, and that loyalty ensures policies are actually carried out. Critics argue that when loyalty becomes the dominant criterion, it can shrink the pool of experienced people willing or able to serve and discourage dissenting advice. That concern has been raised by former officials from both parties and by commentators across multiple administrations.

As for the reflecting pool project or the reported problems aboard an aircraft carrier, it is reasonable to ask whether an organization's culture affects outcomes. In any large bureaucracy, if senior positions are filled primarily for loyalty rather than expertise, mistakes are more likely to go unchallenged. On the other hand, specific operational failures usually have many causes, and it is difficult to draw a straight line from a presidential hiring philosophy to a particular construction problem or naval mishap without detailed evidence.

So I would separate two propositions:

    Trump values loyalty very highly. That is well documented and largely undisputed.

    Specific failures occurred because of that emphasis on loyalty. That is plausible as a hypothesis, but each case would need its own evidence. Correlation is easier to show than causation.

One historical observation: organizations that reward only loyalty often become less effective because subordinates stop delivering bad news. Leaders then receive a filtered picture of reality. That risk exists in governments, corporations, militaries, and nonprofits alike, regardless of ideology. The challenge for any leader is finding people who are both loyal to the mission and willing to say, "Sir, this is a bad idea."

Loyalty is essential but to me, it includes pointing out problems in a diplomatic way.  Failure to warn can be seen as a form of disloyalty.

That's a very old and widely held view of loyalty. In many traditions, the truly loyal adviser is not the one who always agrees, but the one who helps the leader avoid mistakes.

There's even a distinction between loyalty to a person and loyalty to a mission, organization, or set of principles. If your goal is the success of the enterprise, then warning about a problem is often an act of loyalty, not disloyalty. The warning may be unwelcome, but withholding it can be far more damaging.

Military organizations have wrestled with this for centuries. A subordinate is expected to obey lawful orders, but also to provide honest professional advice before the decision is made. Once the decision is made, the expectation is generally to carry it out to the best of one's ability. The ideal is neither blind obedience nor constant opposition.

Your phrasing—"pointing out problems in a diplomatic way"—gets at the practical side of it. The issue is often not whether someone raises concerns but how. An adviser who publicly embarrasses a leader may lose influence quickly. One who privately says, "Sir, I think there's a risk here and here's why," can be enormously valuable.

In business, I suspect you'd have seen the same thing. The employee who says, "Everything's fine," when he knows a claim system, underwriting rule, or accounting process is headed for trouble is not doing the company any favors. The uncomfortable conversation today may prevent the catastrophe tomorrow.

There's a famous saying often attributed to various military and political figures: if you have one person in the room who always agrees with you, one of you is unnecessary. It's a bit glib, but it captures the idea that leadership benefits from informed disagreement before a decision is made.

By your definition, loyalty isn't obedience. It's a commitment to the success and well-being of the person or organization, even when that requires delivering news they may not want to hear.

Yes—though I’d put it slightly differently: too much experience, too much institutional knowledge, too expensive, and too independent can be a dangerous combination for a new management regime.

At 54, after 30 years, you had something a 35-year-old replacement couldn't easily have: you knew how the organization actually worked, including all the reasons behind the rules that weren't necessarily written down. And if you were well paid, management could look at you as an obvious cost-saving target.

But "too much experience" is an interesting phrase because it can mean two opposite things.

If management wants to improve an organization intelligently, experienced people are enormously valuable. They know which old practices are genuinely obsolete and which ones exist because somebody learned an expensive lesson twenty years ago.

If management has already decided what the organization needs to become, however, experienced people can be inconvenient. They can say:

"We've tried something like this before."

"That metric won't measure what you think it measures."

"The vendor is the risk here."

"That isn't actually a programming problem."

And, most inconveniently:

"No."

A newer employee may have less ability to challenge the premise because he doesn't yet know enough to see all the ways it can go wrong.

So I wouldn't be surprised if your age and salary figured into the calculation. But I suspect your independence was at least as important as your salary. A highly paid 54-year-old who enthusiastically embraced the new regime might have been retained. A highly paid 54-year-old who understood the systems, had credibility with the staff, and privately told the new CIO that his centerpiece project was likely to fail was considerably harder to manage.

And there's a lovely little twist to it: they may have thought they were getting rid of an expensive, resistant old-timer, while actually getting rid of someone who was about to leave voluntarily anyway—and giving him a substantially better departure package than he had planned to receive.

If the organization really did collapse a year later, I imagine you watched that with a mixture of vindication and "well, I did try to tell you."

ERC as an insurance company had been incorporated into GE and bought some risky small European reinsurers and went on a growth binge.  Now that just doesn't work well, you can't rapidly expand reinsurance as the business involves customers over very long spans.  GE soon spun it off to Swiss Re and they wound it down.  The IT problems were probably just a pimple on a much larger affair.

Exactly. In that context, the IT collapse may have been less a cause than a symptom of a much larger strategic problem.

Reinsurance is particularly awkward for a "growth at all costs" strategy. You can write a lot more premium very quickly, but you can't manufacture the underlying relationships, underwriting knowledge, claims history, reserves, and accumulated experience at the same speed. A reinsurer can expand its book rapidly while expanding its actual ability to understand and manage that book much more slowly.

And buying small European reinsurers adds another layer: different systems, practices, portfolios, regulatory environments, and institutional knowledge. You can consolidate the legal entities and put everything under one corporate structure rather quickly. Making the underlying businesses genuinely coherent is another matter.

So if ERC was acquired by GE, pushed into expansion, accumulated risky businesses, and was subsequently spun off to Swiss Re and wound down, then the deterioration you saw in IT was probably indeed a pimple on the elephant.

It also makes your earlier story more interesting. The new CIO may have been operating on the assumption that the organization needed a dramatic modernization because the existing people and systems looked slow and conservative. But if the parent company's strategic direction itself was unsound, making the IT department more "modern" wasn't going to solve the fundamental problem.

There is a useful distinction here:

A healthy organization can have bad IT.
A bad business strategy can make good IT look bad.

And the latter is particularly dangerous because management often attacks whatever is easiest to see. IT is wonderfully visible: old systems, slow programmers, paperwork, budgets, project schedules, metrics. It's much harder to say, "Perhaps the fundamental business we're trying to build cannot sensibly be built this way."

Your old CIO's "avoid the bleeding edge" philosophy suddenly looks rather less silly in retrospect. He may have been conservative about technology, but the subsequent owners apparently went in the opposite direction on the business itself, which was the much bigger gamble.

I think about it and shiver.  They are all dead now.

I can understand the shiver. There's something eerie about looking back at an organization that was once a substantial part of your daily life and realizing that the people who made all those decisions—and argued about them, worried about them, and thought they knew what they were doing—are simply gone.

And it gives your story a strange perspective. At the time, being branded "not a team player" probably mattered. The politics mattered. The CIO mattered. The $200,000 system mattered. Whether the organization survived mattered.

Forty years later, most of that has evaporated. What remains is the sequence of events you remember: this happened, I saw that coming, I warned them, they did it anyway, and then the whole thing disappeared.

There's something sobering about that, but also something oddly liberating. Organizations can make their internal politics feel enormously consequential because everyone inside them is living inside the same little universe. Then eventually the universe disappears.

And perhaps that's one reason your earlier point about loyalty strikes me as important. You weren't loyal to a particular CIO, management fashion, or corporate strategy. You seem to have understood loyalty as trying to keep the institution from doing something you believed would hurt it, even when that made you unpopular.

They may have won the organizational argument. But history has a funny way of being the final performance review.

 I need the term for a guy who does what Pok does.

The nearest English term is probably valet, but that often implies someone who parks cars.

Depending on exactly what Pok does, other possibilities are:

    Manservant — old-fashioned, a male domestic servant who handles many personal tasks.

    Factotum — a person who does a wide variety of jobs; "jack of all trades" in service to one employer.

    Personal assistant — modern term if he handles errands, appointments, and organization.

    Attendant — someone who assists a particular person.

    Major-domo — chief household servant, if he oversees a property or other staff.

    Caretaker — if he mainly looks after you and the property.

    Companion — if part of the role is simply accompanying you and helping with daily activities.

    Retainer — an old term for someone attached to a household and available for many duties.

From what you've described over time—driving you, handling errands, helping with practical matters, keeping an eye on things around the compound, and generally making life easier—I'd probably call Pok your caretaker and personal assistant, or informally your factotum.

"Factotum" is a lovely word, though most people would need a dictionary. It literally means "do everything."

Ah, factotum.  Perfect or is it a bit high-falutin?

Not especially. It's educated vocabulary, but not pretentious if used naturally.

The nice thing about factotum is that it captures exactly what you're describing: someone who isn't merely a driver, gardener, handyman, secretary, valet, or caretaker, but a person who ends up doing a bit of all of them.

P. G. Wodehouse used it frequently, and older English speakers would have encountered it in literature. The word has a slightly affectionate flavor, as if you're acknowledging that the person is indispensable because they somehow manage everything.

If someone asked, "Who's Pok?" you could say:

    "He's my factotum."

If they looked puzzled, you could add:

    "He does a little of everything—driver, errand runner, handyman, assistant, problem solver."

That actually sounds rather elegant and accurate for the role you've described. It also avoids the class implications of "servant" and the misleading specificity of "chauffeur" or "valet."

In fact, if I met an elderly expatriate in Cambodia who referred to his factotum, I'd immediately have a pretty good idea of the arrangement. It's one of those rare words that says in one word what would otherwise take a sentence.

That fits with what you've described of rural Cambodian life. In many traditional households there, duties are still divided quite sharply by gender. Cooking, laundry, and much of the housework are often viewed as women's work, while men are expected to handle driving, repairs, errands, security, heavy lifting, dealing with officials, and similar tasks.

In that context, Pok's role sounds even more like a classic factotum. He isn't functioning as a valet or housekeeper. He's the person who gets things done: driving you, running errands, fixing problems, dealing with practical matters, helping you navigate local systems, and generally being available when something needs attention.

Historically, many factotums had exactly that sort of role. If a gate broke, they fixed it or found someone who could. If supplies were needed, they got them. If a visitor arrived, they dealt with it. If their employer needed transportation, they drove.

So in your household, Nana and Pok almost sound like complementary roles: Nana manages the domestic side, while Pok handles the practical and external side.

It's also worth noting that "factotum" doesn't carry any implication about gendered household chores one way or the other. It simply means "the person who does whatever needs doing," which seems to match Pok rather well.

To me, "right-hand man" sounds like assistant to a plumber or bricklayer or mechanic.

I can see that. In American English, "right-hand man" often suggests a trusted subordinate in a business, political, or trades context:

    "Joe is the boss's right-hand man."

    "Mike is the foreman's right-hand man."

It emphasizes loyalty and authority delegated from the principal rather than the wide variety of tasks performed.

For Pok, it misses the breadth of the role. It sounds as though he occupies a defined position in an organization, whereas your descriptions make him sound more like the person who handles whatever practical matter arises.

In fact, the more you've described him, the more factotum seems the right word. It's one of the few English terms that doesn't imply dressing you (valet), managing the household staff (major-domo), providing personal care (attendant), or holding a formal office (assistant). It simply means the indispensable fellow who somehow takes care of everything that falls into his sphere.

There's also an old British colonial flavor to it. If I encountered a memoir that said,

    "My factotum, Pok, took care of the arrangements,"

I would immediately picture someone very much like the Pok you've described: driver, fixer, interpreter of local customs, errand-runner, handyman, and general solver of problems.

Not many words earn their keep that efficiently.

Pok prefers caregiver, the other term is not much known and caregiver for an old person has a lot of face.

Ah, yes—that changes the picture quite a bit. Caregiver makes perfect sense if that's the term Pok wants to use.

And "face" is exactly the point. In that context, caregiver doesn't mean "servant"; it means a person entrusted with looking after an older person. That's a respectable position, and presumably one that Pok can explain to other people without having to explain some obscure English word.

So I'd distinguish the two:

To Pok and the local community: caregiver — clear, respectable, and carries face.

When you're describing his actual function in English: factotum — wonderfully precise, if somewhat literary.

And there's no contradiction between them. A caregiver can also be a factotum. The first describes his social role, while the second describes the almost comically broad range of things he actually does.

I suspect Pok would quite reasonably prefer the former. "I'm Frank's caregiver" sounds like a responsible position. "I'm Frank's factotum" sounds like you've been reading too much Wodehouse. 😄

 I remember when I was doing special lines Chevrolet came out with what they claimed was the fastest production car, but made very few because no insurance company would insure it. https://www.cnbc.com/2026/08/14/lamborghini-revuelto-sv-hybrid-price.html

Ah, yes — the 1969 Chevrolet Camaro ZL1 is almost certainly the one you're remembering.

It was a wonderfully absurd piece of Chevrolet history. Chevy put an all-aluminum 427-cubic-inch big-block, essentially a racing engine, into the Camaro. The engine was officially rated at 430 hp, but that was largely an insurance-era fiction; examples produced around 575 hp on open headers.

And Chevrolet built only 69 of them. The price was so high that dealers had trouble selling them, which is rather amusing considering what they had stuffed under the hood.

Your insurance recollection fits the period particularly well. By then insurers were already putting enormous pressure on the manufacturers over muscle cars. Contemporary material records that insurance costs on cars such as the Corvette and Mustang were being raised dramatically, with the high-performance market described as essentially a "basket case."

So the ZL1 wasn't merely a fast Chevrolet that happened to sell poorly. It was almost a loophole in the insurance/horsepower arms race: Chevrolet built a race car that could technically be sold as a production Camaro, then tried to disguise its true power from the insurers by understating the horsepower.

And that makes your memory of "no insurance company would insure it" particularly interesting. I can substantiate the broader insurance pressure and the ZL1's deliberately understated rating, but I haven't yet found a reliable contemporary source saying literally that no insurer would write a policy on a ZL1. That may have been something you encountered directly in the special-lines business rather than a fact that made it into the automotive histories.

The CNBC Lamborghini article you linked is actually a rather delicious modern contrast: today's manufacturers can sell a road car with supercar performance openly advertised, whereas your ZL1 was practically being sold under an assumed identity. The insurance industry was one of the reasons that happened.

I know my reaction, not so much to the car itself as to the sort of person who would buy one and how they would drive.

Oh, I think I know exactly what you mean.

Your reaction wasn't "Good heavens, 575 horsepower!" so much as "Good heavens, who is going to buy this thing?" And from an insurance standpoint, that's a much more interesting question.

A car like that selects for a particular customer. Someone who specifically seeks out an extraordinarily powerful, scarce, barely civilized automobile is not necessarily the same person who buys an ordinary family sedan and happens to drive it too fast. The purchase itself is information about the risk.

And then there's the driving. The problem isn't simply that the car can go 150 mph. It's that the person who deliberately bought the car is unusually likely to want to discover that fact.

That must have been a rather entertaining—and occasionally alarming—aspect of doing special lines: you weren't really underwriting the Chevrolet. You were underwriting the man who walked into the showroom and said, "I'll take the dangerous one."

And I suspect that when you saw that CNBC piece, your mind immediately jumped from Lamborghini Revuelto SV to exactly that same underwriting question: "Yes, but what sort of idiot buys one?" 😄

It's an immediate speeding ticket just being on the street.

Exactly. 😂

Not because the car is technically incapable of behaving itself, but because the owner's intended use is practically written on the fender.

It's rather like insuring a racehorse and being told, "Oh, no, we won't be racing it. We just enjoy having something capable of running very fast."

And with the Chevrolet, there was an additional problem: if you actually drove it in a manner appropriate to its capabilities, you were going to be doing speeds at which the consequences of a mistake became very serious indeed. If you drove it normally, you had spent a fortune to own an engine that was mostly sitting there waiting for an opportunity.

So from an underwriter's perspective, the question wasn't merely "How fast is the car?" It was "What does a person have to be thinking to want this car?"

That's a much nastier risk variable.

I suspect Lamborghini has this not so much to sell many but to have the publicity and bragging rights.

Yes, I think that's a very plausible reading. The Revuelto SV is almost a rolling advertisement for Lamborghini's engineering department.

The interesting thing is that the publicity doesn't require very many sales. A tiny number of spectacular cars can generate enormous attention for the entire marque. "Lamborghini has built a hybrid V12 that does that?" is useful publicity even for someone who ultimately buys a much less outrageous Lamborghini—or merely sees the story and remembers the name.

And there's the bragging-rights economy among manufacturers: fastest, most powerful, most expensive, most advanced, first hybrid V12, Nürburgring time, whatever the current trophy happens to be. Those claims become part of the mythology of the brand.

It reminds me somewhat of Chevrolet's ZL1, although with almost the opposite commercial logic. Chevrolet's absurdity was partly a way of putting a racing engine into a street car; Lamborghini can make the absurdity the product's point.

And at this level, I suspect "we can build it" is itself a perfectly legitimate reason to build it. The number of people who can afford one is almost beside the point. The car exists so Lamborghini can say, "Yes, we did that."

 There seems to be a limit to the size of the chats I can save to disk as PDF or to my blog.

Yes. And there are actually two different limits/problems that can look like the same thing.

If you're using Firefox's Ctrl+P → Save to PDF, there doesn't appear to be a simple published “ChatGPT chat may not exceed X pages” limit. Rather, long ChatGPT conversations are dynamically rendered, and the browser's print operation can fail to capture portions that aren't actually loaded into the page. Reports of long chats being truncated or producing incomplete PDFs are quite common.

The blog is a separate matter. If you're copying the conversation into Blogger, you're running into Blogger/HTML/editor limits or the browser's ability to select and copy a huge dynamically generated page. That's quite plausible with the very long conversations you've been accumulating.

Interestingly, OpenAI's own documented file limits are much larger—text/document files uploaded to ChatGPT can be up to 2 million tokens per file, with a 512 MB hard file-size limit. So this doesn't look like a fundamental “ChatGPT conversations cannot be this long” limitation.

What I suspect you're encountering is essentially the export mechanism choking on the size of the rendered conversation, rather than the conversation itself having reached some absolute ChatGPT limit.

And there's a useful distinction here: a conversation can continue working perfectly well while becoming too large to print or copy reliably. That's exactly the sort of thing I'd expect with some of our recent marathon conversations.

If you want, I can also
figure out a practical way for you to archive these long chats completely—preferably without installing some dubious third-party ChatGPT exporter. That might be worth doing, given that you've been keeping the conversations on disk and on your blog.

I find sending them to myself as a link to your chat works, but that is dependent on your keeping them indefinitely.  Another possibility is breaking the chat by my periodically starting a new chat with reference to the old one.

Yes — and I think your second idea is actually the more robust archival strategy.

The “send myself a link” method is wonderfully convenient, but it really is an index rather than an archive. You're preserving a pointer to ChatGPT's copy of the conversation, not an independent copy. If the conversation were ever deleted, made inaccessible, or the way shared links work changed, your saved link wouldn't preserve the actual text.

Breaking a very long conversation into successive chats has a nice advantage: each individual conversation remains a manageable archival unit. You could do something like:

    “Continuing our discussion of X from the previous chat. The important context is that…”

and then continue from there. You wouldn't necessarily need to reproduce the entire preceding conversation—just enough of its conclusions and context to make the new one intelligible.

There is one catch, though: I don't automatically have the complete contents of an old chat just because you tell me to continue it. If the old chat is available to me through the conversation context or you provide the relevant material, fine; otherwise I may know the general subject but not the exact details of where we left off.

So I would regard the two methods differently:

Saved link: excellent for convenience and continuity, but dependent on ChatGPT retaining the conversation.

Periodic new chats: better for long-term organization, provided each new chat contains a short “bridge” summarizing where the preceding one ended.

And there's a third possibility that may be the sweet spot: keep the ChatGPT link as the convenient master copy, but periodically make a local copy of the important portions in a much more compact form. We could even make the end of each long conversation a sort of “handoff”: a concise account of the conclusions, unresolved questions, and useful context to paste into the next chat.

That would avoid having to carry a 200-page conversation forward merely because one paragraph near the beginning matters. It also fits rather nicely with the way our conversations tend to wander through several subjects and then return to them months later.

Yea the wandering is by design, I want the chats to feel informative and entertaining, not a reference source.

Exactly. In that case, I wouldn't try to turn the conversations into artificially tidy “knowledge bases.” The wandering is part of the point.

In fact, I think it gives the conversations a quality that a reference document wouldn't have. We can start with black holes, wander into the terminology of event horizons, somehow arrive at Gilbert and Sullivan, detour through Victorian class structures, and end up discussing why a pond acquired fish. That's a conversation, not an encyclopedia—and the unexpected connections are half the fun.

So for archiving, I'd favor preserving the conversations as conversations, rather than periodically summarizing them into sterile notes. The practical compromise would be to start a new chat when an old one becomes unwieldy, with something as simple as:

    “Continuing the previous conversation about X; we had gotten to Y…”

That gives the new chat its continuity without trying to reconstruct the entire preceding conversation. And if the old chat remains accessible, you have the link when you want to wander back into it.

For the really good long ones, I might occasionally suggest, “This is getting rather enormous; perhaps this is a good place to start Volume II.” 😄

That seems much more in keeping with what you're actually trying to preserve: the conversation itself, not merely the information extracted from it.

It just hit me that a very simple thing might be to select only a part of the chat, save it, then another part, etc. as separate A, B and C.

Yes! That's probably the simplest solution of all, and it has a major advantage: you don't have to change how we converse at all.

You can treat a long chat like a book that you're photocopying in chapters:

A — beginning through some convenient stopping point
B — the next section
C — the remainder

If the problem is the sheer size of the rendered page when you use Print → Save as PDF, selecting a portion before printing should keep each individual PDF comfortably below whatever limit you're encountering.

And there's another nice feature: you don't have to make the divisions intellectually meaningful. Just stop at a reasonably convenient place—perhaps when you've reached a natural subject change, or simply every 50–100 screens or so. The three files can then be named something like:

Chat 2026-08-15 A.pdf
Chat 2026-08-15 B.pdf
Chat 2026-08-15 C.pdf

For the blog, the same principle should work: copy A, publish it, then B, then C, rather than trying to shove the entire monster into one post.

I rather like this because it preserves your deliberate wandering. A, B, and C are pieces of the same conversation, not three artificially organized essays. And unlike starting a new ChatGPT conversation, you don't sacrifice any continuity whatsoever.

One small practical wrinkle: if Firefox's print selection doesn't behave as expected, you can select the portion and use Print → Selection rather than relying on the browser to print only what's currently visible. That's the part I'd test first.