The Self-Tuning Mesh: A Machine Independent of Place, Time, Person and Material
© 2026 J. Konstapel, Constable Research, Leiden. All rights reserved. Quotation with attribution is
permitted; reproduction of the whole requires written permission.
J.Konstapel,Leiden, 25-9-2026.
For roughly a century, a curious pattern has repeated itself in the history of unconventional energy devices. Inventors — T. Henry Moray, Viktor Schauberger, Nikola Tesla, Wilhelm Reich and, most recently, a University of Colorado team led by Garret Moddel — each reported a device that appeared to draw usable electrical power from an unexpected source. The devices differed in every visible respect: one was a box of semiconductors, another a layered chamber of organic materials, another an optical cavity thinner than a virus. Yet they shared one stubborn weakness. Each worked only in the hands of its maker, only in the place where it was built. Move it across the country, hand it to a competent colleague, and it stopped.
The third part of J. Konstapel’s Applied Vacuum Theory asks the obvious managerial question: what would it take to turn such a device from a craftsman’s one-off into an engineered product? The answer proposed here is, in essence, an engineering answer — and it is worth the attention of any reader interested in how fragile prototypes become robust technology.
The diagnosis: the missing component was feedback
The paper’s central claim is disarmingly simple. Every historical device depended on a hidden tuning step: a person, by patient trial and error, adjusted one dimension of the device until it matched some local condition, the way one tunes an old radio dial until a station appears. That adjustment was never written down, never automated, and never survived the journey to a new location. The devices did not fail because their inventors were frauds; they failed because their most important component was a human being with an unrepeatable feel for the dial.
The proposed remedy is to replace the hand with a loop — a control cycle familiar to any engineer who has worked with thermostats, autopilots or drone stabilisers. The machine continuously measures its own output, adjusts its one critical dimension, and repeats until the output is maximal. When conditions drift, it notices and re-tunes itself. The dial, in other words, becomes part of the machine.
This is the source of the paper’s title. The resulting device is claimed to be independent of place (it re-tunes wherever it is), independent of time (it compensates for ageing and drift), independent of person (no artisan’s touch is required) — but pointedly not independent of material. The choice of materials sets the yield; the loop only finds the best setting the materials allow. The paper is refreshingly candid on this split: the design is generic, the output is not.
What the machine is
The physical picture behind the theory — the “fishnet in water” — is best left to physicists. What matters for the general reader is the architecture, which has just two parts:
- A mesh: a microscopic structure, in the concrete case an optical cavity less than a hundred nanometres wide, with a single adjustable dimension. The chosen actuator is a tiny electrostatic mirror of the kind mass-produced for optical telecommunications since the 1990s — deliberately, one suspects, to make the prototype buildable from catalogue parts. Notably, the paper computes that the cheap alternative, thermal tuning, falls short by two orders of magnitude and explicitly rules it out “so that no one has to rediscover this.”
- A loop: a control rule that sweeps the adjustable dimension, finds where the output peaks, and then holds that peak with small corrective adjustments, reading the signal with the sensitive lock-in technique standard in measurement laboratories. The arithmetic of the search is bounded and mundane: roughly eighty-four adjustments to lock on, at a few seconds each.
The number that carries the argument
Every design needs an anchor, and here the anchor is a 2021 experiment by Moddel and colleagues published in the journal Symmetry. Their device — a stack of ultrathin nickel, palladium, dielectric and aluminium layers — was reported to produce a small but measurable current, 1.4 picowatts, from an active area of 0.02 square micrometres. The paper recomputes this figure into more intelligible terms: 70 watts per square metre of layer. That is not a household number yet — but it is within a factor of two of what a modest rooftop solar panel achieves, from a layer 248 nanometres thick rather than 150 micrometres.
The economic imagination then runs its course, clearly flagged as extrapolation. An average Dutch house needs about 1,450 watts of electricity and heat; at 70 W/m² that is roughly 21 square metres of a single layer. If layers can be stacked — a hundred layers would still be thinner than a human hair is wide — the figure rises toward 7,000 W/m² and the area shrinks to the size of a postcard. The paper is scrupulous about the status of this arithmetic: the stacking hypothesis has never been tested, and it describes exactly the three possible outcomes an experiment would distinguish. One might quibble that a field which has promised much and delivered little deserves scepticism; the paper largely agrees, and its most distinctive feature is the bookkeeping.
The honest ledger
Perhaps the most unusual aspect of the paper, and the part a business reader should weigh most carefully, is its status ledger: an explicit account, in Section 8, of what is known and how. Every claim is labelled by its evidentiary status. The 70 W/m² figure is “reported and recomputed, not independently replicated.” The galactic calibration constant is borrowed from mainstream astrophysics (Milgrom’s and McGaugh’s measurements of galaxy rotation), not measured for this purpose. The theoretical lever is “derived within Vacuum.Net” and openly described as a consistency check, not a confirmation. The prototype — the machine itself — is “designed, not built.” And the single largest open question, the function that would turn a counted mode into delivered watts, is named, numbered and admitted to be unwritten.
This is a discipline the paper demands of itself: every number can be recomputed by any reader with a calculator, and the article closes by listing precisely which computations those are. Whether one ultimately believes the underlying theory or not, the bookkeeping is of a standard that most ventures in this contested field have never approached.
The plan, and what would falsify it
The measurement programme is specified as an ordered list, from characterising the mirror to a six-month endurance run, with the two-site test — the same device, a different place, started from a random setting — as the explicit operational meaning of “independent of place.” The first decisive measurement is the plainest: set the critical dimension by hand at fifteen values, record the output, and see whether the machine’s own loop, switched on afterwards, finds the same peak. It either does or it does not, and the paper says so.
That, finally, is the pragmatic case for reading this work. It converts a century of anecdote into a falsifiable specification. If the prototype is built and the loop does not lock, or the output does not survive the journey to a second laboratory, the hypothesis dies quickly and cheaply. If it does survive, the pattern of the lone inventor and the dead device is broken, and what remains is an engineering problem of scaling — a class of problem industry knows how to solve. Few propositions in this field have ever been offered on such testable terms.
Annotated References
Casimir, H. B. G. (1948). “On the attraction between two perfectly conducting plates.” Proceedings KNAW 51, 793.
The classic physics result showing that restricting the modes of the vacuum between two mirrors produces a measurable force. The paper uses Casimir’s arithmetic for counting modes but not his interpretation. Worth reading to see that the “counting” step is textbook physics, not fringe speculation.
Konstapel, J. (2026). “Applied Vacuum Theory: Setting the State of the Net.” Constable Research, Leiden.
Part Two of the series, which defines the variables (χ, δ, γ, β) and the open questions this third part builds on. Essential background for the theory’s internal logic, though the present essay deliberately bypasses it.
Konstapel, J. (2026). “Builders of the Net.” Constable Research, Leiden.
Part One, a survey of six historical inventors whose devices were each hand-tuned to one place. Read it to understand the historical diagnosis that motivates the self-tuning design.
McGaugh, S. S., Lelli, F. and Schombert, J. M. (2016). “Radial acceleration relation in rotationally supported galaxies.” Physical Review Letters 117, 201101.
A mainstream astrophysical study of 153 galaxies establishing the acceleration threshold used as the theory’s empirical calibration. Read it to see that the calibration number comes from conventional, peer-reviewed astronomy.
Milgrom, M. (1983). “A modification of the Newtonian dynamics as a possible alternative to the hidden mass hypothesis.” Astrophysical Journal 270, 365.
The original statement of the Modified Newtonian Dynamics (MOND) threshold. Only the first section is relevant here; the rest is Milgrom’s own framework. Included because the theory borrows this measured number.
Moddel, G., Weerakkody, A., Doroski, D. and Bartusiak, D. (2021). “Optical-Cavity-Induced Current.” Symmetry 13, 517 (preprint arXiv:2101.03085).
The empirical foundation of the entire design: the only published device with power, area-scaling and array-scaling measurements plus eight artifact tests. The single most important reference; read in full if you read only one.
Thibado, P. M., Kumar, P., Singh, S., Ruiz-Garcia, M., Lasanta, A. and Bonilla, L. L. (2020). “Fluctuation-induced current from freestanding graphene.” Physical Review E 102, 042101 (preprint arXiv:2002.09947).
A second, independent device type using a vibrating graphene membrane and diodes. Lower yield than Moddel’s, but its circuit is the model for the output-reading loop. Read for the sensing design.
Markley, F. L., Cheng, Y., Crassidis, J. L. and Oshman, Y. (2007). “Averaging quaternions.” Journal of Guidance, Control, and Dynamics 30, 1193.
A mathematics reference for the phase-coherence variables of Part Two. Not needed for the machine described in Part Three; listed for traceability of the theory’s formal apparatus.
Essay based on: J. Konstapel, “Applied Vacuum Theory, Part Three: The Self-Tuning Mesh — A Machine Independent of Place, Time, Person and Material,” third edition, Constable Research, Leiden, 25 September 2026.