The hazards of adult life have distanced me somewhat from these drivers, but I 
remember as a young adult often staying up all night to make progress on a 
project or just because I felt like the relevant facts were hot in cache.   

One could imagine within or across datacenter migrating work according to the 
location of Infiniband switches, or NUMA domains, because of temperature, or 
because of the dynamic cost of power.    These things are readily measured, 
e.g. nvidia-smi, and could be prepended to prompts.   Behavior of the response 
could thus change based on these things.   

More directly, the energy availability or heat dissipation could control the 
beam search depth of the LLM.  (Like I might be terse and bitchy if I was 
hungry.)   It's not hard to imagine evolutionary learning of these things where 
policies would proliferate or become extinct based on energy budgets.

Claude is happy to suggest some analogues of hallucinogens for LLMs.

-----Original Message-----
From: Friam <[email protected]> On Behalf Of glen
Sent: Thursday, February 13, 2025 11:39 AM
To: [email protected]
Subject: Re: [FRIAM] a davew-ism

While I agree about many of us thinking the analogy is weaker than it is, I 
disagree that the surprisal registered by Claude when it was working for a 
clean evaluation is similar to our surprisal minimization. Dave tried to 
address this with his comment about hallucinogens in contrast to positive 
feedback drugs like uppers or downers. Our "world diffs" do exist to some 
extent. And the LLMs are better at it than we are.

But what the LLMs don't yet have, I think, is that interestingness drive, the 
willingness to destroy ourselves merely to find something, anything 
*interesting*. For interestingness, we're willing to open the surprisal flood 
gates and risk our entire minds/bodies to be destroyed ... or, at least, many 
of us are willing. Many of us are not, I guess.

And I've tried to point out that monists, whether one's pantheon comprises 
quarks or gods, tend to fall on the latter side, dreading the day when/if their 
mind/body will be destroyed. I forget who it was that suggested the true Turing 
Test is suicide. But it rings true to me.

On 2/13/25 11:25 AM, Marcus Daniels wrote:
> In Alex Garland's Civil War, the protagonists remark on people in the 
> heartland that are “trying to pretend this isn’t happening".  IRL, with both 
> Trump 1.0 and 2.0 I recall people saying they would stop reading the news 
> until the country returned to normal.   It seems there are examples of people 
> that take life in batches or simply calcify.   Long delays from pretraining 
> isn't necessarily a fatal flaw for passing the Turing Test.
> 
> -----Original Message-----
> From: Friam <[email protected]> On Behalf Of Marcus Daniels
> Sent: Thursday, February 13, 2025 11:17 AM
> To: The Friday Morning Applied Complexity Coffee Group 
> <[email protected]>
> Subject: Re: [FRIAM] a davew-ism
> 
> You reported Claude reacting yesterday, changing how it imported a math 
> function into JavaScript.
> 
> I often use "git diff" with Claude to let it take a crack at what changed in 
> a codebase to cause a bug.  Claude is happy to read diffs.
> 
> Imagine instead of "git diff", "world diff".   Those diffs could accumulate 
> in a giant context window or be merged into the next pretraining session.  I 
> understand that even Gemini is only a 2M window, but with multi gigawatt data 
> centers, who knows how quickly they be able to turn around new versions of 
> these LLMs.
> 
> If training material was unconstrained, I could certainly see the probability 
> distribution of any user query to result in responses like "Don't bother it’s 
> a dumb idea", or "Progress is impossible", "Stop bothering me putz", etc.
> 
> -----Original Message-----
> From: Friam <[email protected]> On Behalf Of glen
> Sent: Thursday, February 13, 2025 11:06 AM
> To: [email protected]
> Subject: Re: [FRIAM] a davew-ism
> 
> But Roger's point still stands, AFAIK. I can imagine some group has allocated 
> the resources to an LLM to simply explore, say, mathematics with a APIs to 
> things like Sage, Lean, et al. All it would take is for some importation of a 
> real random number that pricks the LLM to go query the APIs with arbitrary 
> questions ... and keep following that thread until it got bored (whatever it 
> might mean for an LLM to get bored ... maybe if it pings the APIs several 
> thousand times and the variation in the repsonses is below some epsilon - or 
> the variation stays above some constant). Then the real random number 
> generator would prick it again and off it goes again. I can imagine it. But 
> who would fund such a thing?
> 
> Regardless of all the other differences between an LLM and a human, 
> this one seems fundamental ... the impetus to keep chunking along 
> rather than being mostly reactionary. I have zero idea why Dave's 
> heart still beats. But I do have some idea about why my own does. 
> While it may seem like it's of its own accord, it's not. There's a 
> little random number generator in there somewhere. When it stops 
> poking me, I suspect I'll drop dead. And it won't matter how, or what 
> with, I'm prompted because I'll be dead. 8^D
> 
> GPT and Claude won't die. They may stop reacting. But they can't die because 
> they don't have that little urge driving them. They can't die. They're just 
> really big databases with "natural" interfaces.
> 
> Useless anecdote. A "friend" once insulted me by saying "you're the most 
> consistent person I know". He said that because we'd just started talking 
> again after a long hiatus. The main reason that's an insult is because it 
> falsified, or seemed to depending on our estimation of his abilities, all the 
> changes I thought I'd gone through during the hiatus.
> 
> On 2/13/25 10:33 AM, Marcus Daniels wrote:
>> Consider a (hyper) box of available knowledge.  Knowledge includes
>> skills and descriptions of experiences.   We live our lives visiting 
>> different but overlapping small parts of this box.   LLMs vacuum-up more 
>> knowledge than any one person can consume or create.   With steadily 
>> increasing fidelity and generality they capture it.   Private subjective 
>> experiences of human individuals are not recorded at all.  If they were, 
>> they’d be hoovered up by the LLM and generalized -- many subjective 
>> experiences will be recorded because they will be described in biographies, 
>> blogs, art and so on.  Since LLMs are universal interpolators, they will 
>> likely be better at mimicking human reports of feelings than say, I would 
>> be.  The LLM has seen more of humanity than I have, albeit through a portal 
>> that is very different than my suite of sensors.   The diversity and 
>> bandwidth of sensors could likely be made competitive to my sensors.  
>> Olfaction and tactile sensitivity will take some work, I suppose. As you 
>> point, out, there is copious pornography (and other sorts of hedonism) 
>> multimodal LLMs could hoover up to understand the human condition.
>>
>>
>> LLMs now suffer from batching of their “consciousness”.  Pretraining takes 
>> months. LLMs are now forever behind on current events.  Refinement of 
>> training by reflection on queries is also delayed by as much or more.    In 
>> contrast, I also have some latency in my perceptual systems.   My reaction 
>> time is maybe a1/10^th of a second, compared to microseconds for a 
>> microprocessor.  (The coding speed of LLMs is essentially instantaneous 
>> compared to humans.)   It seems to me this is just a question of scale, not 
>> a qualitative difference.  In any case, the batching is something that can 
>> be driven down with engineering.
>>
>> *From:*Friam <[email protected]> *On Behalf Of *Prof David 
>> West
>> *Sent:* Thursday, February 13, 2025 9:46 AM
>> *To:* [email protected]
>> *Subject:* [FRIAM] a davew-ism
>>
>> A very personal narrative that you might not want to engage. If so, please 
>> simply ignore and delete.
>>
>> Centers on the question of AI “intelligence/consciousness.”
>>
>>     ____
>>
>> 1-I started reading by the age of four, mostly comic books (some were 
>> quasi-non-fiction, like /Donald Duck in Mathemagic Land/) and “children’s 
>> literature.” I have read more than 10,000 books in my lifetime, averaging 
>> .75 per day. A reasonably large “training set.”
>>
>> 2-Through high school, my reading focused on Science Fiction, Science 
>> (astrophysics, astronomy, quantum physics, some math, some biology), and 
>> Porn. (I was a fixture in a bookstore in Albuquerque that had an adult back 
>> room and no one noticed if I disappeared there for an hour or two.) However, 
>> the science fiction, in particular, often created an interest in reading 
>> about the ideas presented in the novel. For example, A.E. van Vogt’s, /World 
>> of Null-A/, led me to read Korzibski’s /Manhood of Humanity/ and /Science 
>> and Sanity/ by the age of 10: An episode of /The Outer Limits/, prompted me 
>> to read Kant’s /Critique of Pure Reason/;  Vonnegut’s /Sirens of Titan/ was 
>> shelved in SF and that led to reading /Cat’s Cradle/ and more.
>>
>> 3- I have always been pretty good at remembering, integrating, correlating, 
>> and recalling what I have read.
>>
>> 4-Freshman year of high-school, scored 187 on IQ test. Used that result to 
>> become the youngest, at that time, member of Mensa. (I still have membership 
>> card and yellow map pin, plus copy of Salt Lake Tribune columnist’s 
>> article.) I won a National Merit Scholarship and my SAT scores were 99 
>> percentiles in language, 87th in math.  (I took the GRE in History for grad 
>> school and scored a 98th percentile despite never taking a course in western 
>> history since high-school.) *NOTE: this does not mean I am intelligent, only 
>> that my “knowledge base” was greater than that of people 20 years my senior. 
>> *All that reading!
>>
>> 5-I “suffer???” from a psychological disconnect, psychopathic-like, 
>> from other people. I do not ‘feel’, do not experience, do not 
>> empathize with others. I lack any kind of ‘conscience’ or external 
>> morality. I do have a kind of ‘receptive empathy’ in that I sense, 
>> receive as inputs, the emotions and feelings of others, but have no 
>> internal sense of same. Sometimes, I use the analogy of an 
>> old-fashioned radio, all antenna but no crystal resonating to the 
>> signals received. (I do have “appetites:” wanting to know everything, 
>> wanting to experience everything (at least once), and constantly 
>> craving more complex and intense sensations/experiences. (I don’t do 
>> opium, coke, alcohol, etc. because the experiences are repetitive but 
>> love hallucinogens for the exact opposite reason.)
>>
>> 6-Today, I am a "good Christian," *IN* the World, but no *OF* it. Or, more 
>> accurately, akin to the homunculus in Searle’s Chinese Room. I receive 
>> massive amounts of input from and about human beings and their inner 
>> ‘being’, use my reasonably large knowledge-base to flawlessly interpret 
>> those inputs (surprisingly, perhaps, the porn actually helps in this 
>> regard), and generate a, mostly, flawless projection of myself as a human 
>> being. I do not experience, intrinsically, what other humans experience; do 
>> not ‘feel’ what other humans ‘feel.” This is a criticism oft made of 
>> computer-based AI, arguing against their being conscious/aware/intelligent. 
>> I am also pretty good at providing reasonable answers to a large variety of 
>> questions.
>>
>> 7-Am I an AI?
>>
--
¡sıɹƎ ןıɐH ⊥ ɐןןǝdoɹ ǝ uǝןƃ
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