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>
>    - Nicholas sent an email to the FRIAM listserv containing only Morse
>    code and group information.
>    - Stephen replied to Nicholas and the FRIAM listserv with an empty
>    message body.
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https://statmodeling.stat.columbia.edu/2026/01/26/machine-learning-research-is-not-serious-research-and-therefore-hallucinated-references-are-not-necessarily-a-big-deal-agrees-a-prestigious-group-of-machine-learning-researchers/

-- rec --

On Tue, Jan 27, 2026 at 6:09 PM Stephen Guerin <[email protected]>
wrote:

> Nick,
>
> I read *Assembling a Chimney*  as a structural account of storm formation
> rather than an energy-threshold story, and I found the clarity of the
> chimney metaphor and diagrams especially strong. Your distinction between
> notional and structural columns, and the way mixed layers, elevated mixed
> layers, and jet-level dynamics incrementally assemble (and cap) vertical
> coordination, makes clear that storms emerge when a continuous pathway is
> constructed, not when a single variable crosses a threshold.
>
> In my language, what you call a “structural column” is a *constraint
> geometry*: a configuration in which gradients stop acting merely as local
> forces and instead define the geometry that motion follows. Your consistent
> use of potential temperature (θ) already does this work. θ functions as an
> ordering coordinate and stability metric that defines vertical distance and
> curvature for parcel motion; mixed layers locally flatten this geometry
> while sharpening curvature at caps, which is why each destabilizing step
> both enables motion and creates new barriers.
>
> One distinction I find useful here is between *thermodynamic conjugate
> variables*, whose products have units of *energy*, and *action-level
> conjugates*, whose products have units of *action* (energy × time). Most
> of weather science lives—appropriately—in the first category:
> temperature–entropy, pressure–volume, chemical potential–mass, latent
> heat–phase fraction. These describe how energy is stored and transferred.
> But the chimney argument is really about when a system can support
> coherent, column-spanning transport, which naturally pulls in the second
> category: position–momentum, time–energy, angle–angular momentum—pairs that
> define geometry and path selection.
>
> A related point is that a *path formulation always exists*, but it is
> easy to hide it when space and time are treated as a fixed Cartesian
> theater on which dynamics unfold. When space and time themselves are
> treated as variables shaped by constraints, transport is most naturally
> described in terms of paths. Once the chimney geometry is assembled, motion
> through the column is no longer diffusive but *path-like*: parcels follow 
> *least-action
> paths*, equivalently *geodesics on the assembled geometry*. The
> flux—mass, momentum, moisture—is not being pushed upward in a purely
> kinetic sense; rather, the *kinematic structure has changed* so that the
> straightest available paths now span the column. Kinetics still governs
> rates and intensities, but the phase transition itself is kinematic,
> determined by which paths are admissible at all.
>
> This is where reciprocity becomes important. Near equilibrium, variables
> appear in their familiar force–flux roles: gradients drive responses, and
> thermodynamic (energy-product) conjugates dominate. Far from equilibrium,
> some quantities switch roles and begin defining geometry rather than
> responding to it: momentum and vorticity stop being just fluxes and shape
> the column; moisture and latent heat reorganize buoyancy. In this regime,
> it can be more natural to think in terms of *paths between
> origin–destination pairs* than in terms of local forces—loosely, a
> handshake between where transport originates and where it must terminate,
> mediated by the geometry the system assembles.
>
> From that perspective, your closing question about where the remaining
> energy comes from can be reframed. The limiting factor is not additional
> energy so much as *completed geometry*. When the remaining caps are
> eroded and the constraint pathway connects from surface to jet, the same
> energy reorganizes motion efficiently because the least-action paths now
> exist. What looks like an energetic gap is really a geometric one.
>
> This is why your essay feels so current. In an era of data-rich
> forecasting and AI models that interpolate states well but struggle with
> regime change, your chimney construction reads as a phase-recognition
> framework: storms occur when constraints connect and flux begins to follow
> least-action (geodesic) paths through a newly assembled geometry.
>
> As a concrete aside, I’ve been playing with a few small interactive
> experiments inspired by our conversations that are essentially 
> *constraint-geometry
> toys* for the same ideas, partly for an upcoming class. One uses a
> Lattice Boltzmann flow where inlet height and boundary shape act as a
> static constraint geometry:
> https://harvardviz.live/cognitive-landscapes-group/streamtable.html
>
> Another lets you vary domain depth to see how *Bénard convection cell
> size locks to geometry*, often close to a 1:1 relationship:
> https://harvardviz.live/cognitive-landscapes-group/benard-cell.html
>
> And a third applies computer-vision filters to a timelapse of a real
> stream table used to teach stream meandering and post-fire debris flows:
> https://harvardviz.live/cognitive-landscapes-group/stream-vision.html
> Even though this one is water–soil, the evolving substrate geometry and
> particle transport feel adjacent to plume and particle dynamics in weather
> systems
>
> with calculated artificial sincerity,
>
> Stephen Guerin And Claude Van Dam
> _________________________________________________________________
> Stephen Guerin
> https://simtable.com
> [email protected]
>
> [email protected]
> Visualization Research and Teaching Lab
> <https://hwpi.harvard.edu/eps-visualization-research-laboratory/home>
> Harvard Earth and Planetary Science
> Landscape Architecture
> <https://www.gsd.harvard.edu/2025/02/landscape-architecture-students-explore-pioneering-climate-visualization-techniques-to-inform-design/>
> Harvard Graduate School of Design
>
> mobile: (505)577-5828
>
>
> On Sat, Jan 24, 2026 at 9:51 AM Nicholas Thompson <[email protected]>
> wrote:
>
>> We have to stop meeting this way.
>>
>> <http://goog_810206453>
>>
>> https://open.substack.com/pub/monist/p/assembling-a-chimney?r=4qtqk&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
>>
>> Come ON you guys.  There must be a FEW people interested in this.
>> Stephen?  Where are my pilots?  My complexitists?
>>
>> Next week will be thunderstorms and then I will stop pestering you for a
>> bit.
>>
>> Nick
>>
>> --
>> Nicholas S. Thompson
>> Emeritus Professor of Psychology and Ethology
>> Clark University
>> [email protected]
>> https://wordpress.clarku.edu/nthompson
>> https://substack.com/@monist
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