Pieter -

My condolences on your experience trying to provide useful support to (top) decision makers who might well not really want that help or actually know what to do with it.  It is quite familiar.

I moved from the umbrella of High Performance Computing to a (LANL) division whose main thrust was providing scientific and technological Decision Support Systems to the military/intell/agencies,  just months before 9/11.     Doug Roberts (well known on this list before his death a few years ago) and several others I worked with were tasked with providing models and simulations of various aspects of the Post 911 context.

I remember distinctly when they went to DC to brief the White House on how to handle the Anthrax Scare (remember when Bush & Cheney were telling people to duct-tape the cracks around their doors in DC?).    The rough proposal was to give the bulk of the very limited stock of Anthrax Vaccine to first-responders/military expected to have to respond to/deal with possible Anthrax Incidents, holding back a fairly small percentage to make available to those with "more clout than sense" who might pull all the strings they had to make sure *they* were protected.  The latter was a well known feature of "those in power" and by making it explicit in the models, there was less risk of having critical supplies intercepted or mis-directed in an uncontrolled manner.

The models were based primarily on mobility/transportation/social-network data from TransSims with epidemiological (EpiSims was just emerging then).  They were effectively multi-scale models which at the base were ABM-like (the guy who had the loudest voice insisted that the proper term was "sequential dynamical systems").

I don't remember precisely what the administration chose to do but it was quite clear that they entirely ignored the (somewhat well supported) advice offered and did what they were going to do anyway.  Had the results in some way aligned with what they wanted to do, they would surely have invoked the reputation of "the pre-imminent" national lab, manhattan project, yadda yadda to support their acutely *political* decision.

In retrospect, this was the "beginning of the end" for me.   It was not uncommon when briefing sponsors in DC for them to want us to provide "answers"... their favorite Decision Support Tool would have been something like an LLM today where they could enter any ill-formed postulation/question they might be able to conjure and get back a "yes/no" answer.   They wanted crisp/confident answers to poorly formed and under data-supported questions.

I often opened my briefings to such sponsors with "the answer to *everything* is 'it depends' and our role with you is to help you fully understand as concisely as possible *what* 'it depends' on and what additional information you might want to collect to make it yet-more useful/precise/salient".    I can't say it was generally well-received, but a very few folks would take me aside after such a briefing and thank me for not "blowing smoke" the way most of our for-profit "competitors" did.

Proto-Palantir was on the rise in those days and I was so appalled then, I can only imagine now.   Add the hardware layer the likes of Palmer Luckey/Anduril is developing for the likes of Thiel, et al.   and you have the ingredients for dystopian apocalypse?

No reason to believe that the likes of Tulsi/Kristy/Pete/BobbyJr will use any of this class of "sensor fusion" and even more critically, "effector fusion" for anything but the "greater glory" of their "dear Leader".

I continued to work on projects in that domain after leaving LANL but lost the last shreds of faith in their use as I watched how the ones we delivered either got ignored or misused to support pre-existing political agendas.   My last work even vaguely in this domain was for Renewable Energy projects

I hope/trust that those of you still working on such projects have more reason to have faith in the way they will be used than I did by the time I "punched out" (more emergency ejection seat than timeclock metaphor).

One last tedious Vaxx/AntiVaxx anecdote:  My elderDotter who does FlaviVirus research at OSU did her PhD studying Human Papilloma roughly during the time that HPV vaccines were being promoted (mandated in some cases).   She was appalled at the public (political) conversation on the topic, believing that the strategies put forward were a bit like the "whack-a-mole" of early anti-biotic (mis)use....  possibly leading to temporary reduced rates of cervical cancer (delayed by decades) but followed by a possible/likely speciation/adaptation of the less virulent strains (e.g. her own pet strain HPV 17).   She also got pulled off her Dingue work to work on COVID in 2020 even though she didn't have much experience with Coronas (I guess Flavi's are a very different?) and by shutting down much of their Flavi work, they lost ground.

Trump/RFKj threats against NIH/WHO/Vaccines/Infectious Diseases are (career) existential threats to her, but she has compartmentalized well so far, following Clemen's advice to "always read the news 2 weeks late, by which time most of it will be known to be wrong and the rest irrelevant".   (I think I made that quote up, my own inner LLM hallucination).

- Steve

PS... my rambling here is all mine, but I did (and almost always do) consult various Internetty sources to try to align my imagination with the facts of record...   e.g. a bit of Palantir, HPV and Sam Clemen's research...

On 1/30/25 6:38 AM, Pieter Steenekamp wrote:
I just want to add a personal reflection to my previous email regarding the limits of scientific knowledge beyond cosmic undetermination.

Throughout my career, I've seen the modeling of physical systems through science and mathematics as a guiding light. Early on, I held a view akin to Michelson's, believing that fundamental scientific principles were largely settled. I knew about quantum physics, but I thought it was more relevant to scientists than to engineers like myself.

My first significant challenge to this "science knows everything" mindset came in the early 1990s when I read James Gleick's "Chaos". It was unsettling; it felt like my professional worldview was being shattered. Then, reading Stephen Wolfram's "A New Kind of Science" inspired me to experiment with agent-based models (ABM), creating toy models of real-world systems. Although I've never met him, I've been greatly influenced by Joshua Epstein's work and philosophy, particularly his notion that "you haven't explained it if you haven't built it" (or something close to that).

About two years ago, South Africa faced a severe electricity supply crisis with extensive load-shedding. Our national utility, Eskom, was once world-class but suffered under corruption during Jacob Zuma's presidency. Cyril Ramaphosa, who succeeded Zuma, made genuine efforts to rectify the situation. I was informally consulted on how I might advise the then Minister of Energy, Pravin Gordhan. Without hesitation, I proposed building an ABM to understand the complex dynamics at play and to simulate various remedial strategies. I was then tasked with preparing a presentation and demo for the minister. I worked tirelessly on this, but unfortunately, the meeting was canceled, and no rescheduling occurred, leaving my proposal undelivered. I often wonder what might have unfolded had the presentation gone ahead.

Note, the message is my own, but since I'm very bad using the English language, I use AI to assist my writing.

On Thu, 30 Jan 2025 at 11:41, Santafe <desm...@santafe.edu> wrote:

    Thanks for these Sarbajit.

    Eric



    > On Jan 29, 2025, at 10:45 PM, Sarbajit Roy <sroy...@gmail.com>
    wrote:
    >
    > Also John Norton's take on it
    >
    > https://sites.pitt.edu/~jdnorton/papers/Obs_Equiv_final.pdf
    >
    > On Thu, Jan 30, 2025 at 9:13 AM Sarbajit Roy <sroy...@gmail.com>
    wrote:
    > This may be the first paywalled PDF (attached)
    >
    > On Wed, Jan 29, 2025 at 11:51 PM Santafe <desm...@santafe.edu>
    wrote:
    > btw, thank you for this.
    >
    > Like the cosmic horizon, both the top link and the journal
    article are behind paywalls.  But the university could get me the
    second one.  A 3-page paper.  Amazing.  I read the construction,
    and think I follow the claims.  I haven’t spent time looking at
    the manifolds he constructs, enough to convince myself that I can
    see them.  But that’s just time.
    >
    > Eric
    >
    >
    >
    > > On Jan 29, 2025, at 10:06, glen <geprope...@gmail.com> wrote:
    > >
    > >
    > >
    
https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fiai.tv%2farticles%2fthe-universe-is-unknowable-from-within-it-auid-3057&c=E,1,AwRg2KvGth_GUJNej88XfasttX1aPURydaXEN5gmJ6dMKxuwMl3JdpIAkGubWAXi5tfnWlj8tgE1UycYvSgY6FNlCIwxJuhaShCol9rByga_qoOi2vlrfEmGWvAh&typo=1
    
<https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fiai.tv%2farticles%2fthe-universe-is-unknowable-from-within-it-auid-3057&c=E,1,AwRg2KvGth_GUJNej88XfasttX1aPURydaXEN5gmJ6dMKxuwMl3JdpIAkGubWAXi5tfnWlj8tgE1UycYvSgY6FNlCIwxJuhaShCol9rByga_qoOi2vlrfEmGWvAh&typo=1>
    > >
    > > "In light of the situation, one might insist that spacetime
    have certain global properties instead. But what justifies this
    move? Given the theorem, we know this justification cannot be due
    to any observational data we have collected -- even after allowing
    for any local induction on such data. Perhaps one could appeal to
    some strong form of global induction. For example, the Copernican
    principle could be invoked which seems to modestly deny us a
    special status in the cosmos: the observable universe is presumed
    to be representative of the entirety of spacetime. But as the
    philosopher John Earman has aptly remarked, "this seeming modesty
    is belied by the immodest use to which the principle is put in
    justifying an inductive extrapolation'' [9]. Indeed, induction on
    such vast scales would seem to be suspect given that we are able
    to observe only the tiniest fraction of the universe [10].
    Remember the ants!"
    > >
    > > 2 of the interesting references are here:
    > >
    > > Manchak, J. (2009), "Can We Know the Global Structure of
    Spacetime?" Studies in History and Philosophy of Modern Physics,
    40: 53-56.
    > >
    
https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fdoi.org%2f10.1016%2fj.shpsb.2008.07.004&c=E,1,37U3FCfmt2kwwoKkBsYaXr_rchHZnkSAi9xBTqlvvdv028Es-FGPFjYp8EdtMUAU1hhZ5Z1U0wHTkLD1l91G3KQBPW3CsXm9qS9sgXrDdMH_1K1PQzHg_4-6NQ,,&typo=1
    
<https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fdoi.org%2f10.1016%2fj.shpsb.2008.07.004&c=E,1,37U3FCfmt2kwwoKkBsYaXr_rchHZnkSAi9xBTqlvvdv028Es-FGPFjYp8EdtMUAU1hhZ5Z1U0wHTkLD1l91G3KQBPW3CsXm9qS9sgXrDdMH_1K1PQzHg_4-6NQ,,&typo=1>
    > >
    > > Malament, D. (1977), “Observationally Indistinguishable
    Space-Times,” in J. Earman, C. Glymour, and J. Stachel (eds.),
    Foundations of Space-Time Theories, Minnesota Studies in the
    Philosophy of Science, Volume VIII, Minneapolis: University of
    Minnesota Press, 61-80.
    > >
    
https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fdoi.org%2f10.1086%2f288937&c=E,1,Q_uB9n6h8cuxI8PJfJUAUXEneL5kf0t-_7I3B0hD5dKR_BsE-8DV8QnxeWQrawsI-DjEs7bq0UpHjFOtH-Hfxukjcd2VW0D-u4jftuuEbvf7eIngs1-0vXmmLyU,&typo=1
    
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    > >
    > > --
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