Principia

Adversarial distillation for ideas that matter

Axioms in — defensible claims out

Now taking manual engagements — see packages below

● Now Taking Clients

Principia is a structured adversarial distillation process that subjects theories, research frameworks, and complex ideas to rigorous, multi-round intellectual pressure. What survives is defensible. What doesn’t is identified before it costs you.

This is not a chatbot or a writing tool. It is an epistemic process, built by a physicist to pressure-test original research — and made available to others working on ideas serious enough to deserve it.

The Framework — Dynamic Principles of the Substrata
Three Axioms
I The vacuum is a real, continuous, hyper-elastic solid medium
II Matter is metastable topological folds locked at phase boundaries
III The universe sits near a thermodynamic triple point: vacuum, dark, baryonic
Six Independent Convergences
Photon propagation & E ∝ f
Gravitational lensing
Lorentz invariance
Shapiro delay
Galactic rotation curves
Entropic gravity
Three axioms. No free parameters. Six known results.
Read the Framework Overview →

Research — Dynamic Principles of the Substrata
■ Current — Framework Overview
Principia Substrata: A Framework Overview
Jensen, T.  ·  Dynamic Principles of the Substrata  ·  2026  ·  v2  ·  In review
■ Current — v018
Dark Matter as Energy-Depleted Space: Rotation Curves from Substrate Mode Scarcity
Jensen, T.  ·  Zenodo  ·  DOI: 10.5281/zenodo.18736625  ·  2026
■ Current — v3
Gravitational Lensing as Anisotropic Refraction in a Hyper-Elastic Continuum
Jensen, T.  ·  Zenodo  ·  DOI: 10.5281/zenodo.18736403  ·  2026
■ Current — v3
Dynamic Enforcement of Lorentz Invariance via Substrate Stress Feedback
Jensen, T.  ·  Zenodo  ·  DOI: 10.5281/zenodo.18736487  ·  2026
In Press — v2
Shapiro Delay as Constitutive Retardation in a Hyper-Elastic Continuum
Jensen, T.  ·  Zenodo  ·  DOI forthcoming  ·  2026
▲ Previous versions — available on Zenodo
■ SPARC VALIDATION  · Galaxy rotation fit  ·  175 galaxies  ·  3,391 data points  ·  0.332 dex RMS  ·  single coupling constant

The Process
01 State the axioms. Identify the minimal ontological claims. Strip everything else.
02 Extrapolate without constraint. Follow every implication of the axioms, regardless of where they lead.
03 Find convergences. Where do independent lines of reasoning arrive at the same result? Those convergences are candidate truths.
04 Attack adversarially. The strongest version of every objection is applied. Steel-man, then destroy.
05 Augment and drill. What survives attack is refined toward equations. What doesn’t is discarded or flagged as open.

The Principia Substrata research program was developed using this process. The papers above are its current output. The pipeline is available for engagement on work serious enough to deserve the same treatment.


Distillation sequence
DistillArchivist
SynthesizeSynthesis
StrengthenSteel Man
Stress‑TestEntropy
ChallengeAdvocatus
ValidateValidator

Services — Engagement Packages
Basic
Single Framework Distillation
$350
Full adversarial distillation of a single framework or paper. Complete written report covering axiom extraction, convergences, objections, and open questions.
Turnaround: 3–5 days
Standard
Multi-Paper Synthesis
$650
Extended distillation across multiple papers or a complex framework. Full written report plus a debrief call to walk through findings and answer follow-up questions.
Turnaround: 5–7 days
Deep Engagement
Complex Framework, Iterative
$1,200
Iterative multi-round distillation for complex or evolving frameworks. Includes forward implication mapping, falsifiability analysis, and strategic recommendations.
Turnaround: 7–14 days

Custom engagements available. Message first.

View on Upwork →

Who it is for
Researchers

Pressure-test papers and theories before submission. Find the objections a reviewer will raise before they do.

Technical Founders

Kill your idea before the market does. Surface the fatal flaw in your thesis before you build the wrong thing.

Framework Builders

Develop complex ideas with rigor. Distinguish what is derivable from what is assumed, and what survives from what is wishful.


Engage
Hire via Upwork

The pipeline is operational. Manual engagements available now for research, thesis validation, and idea stress-testing.

Hire me on Upwork

or email troy@principia.academy

Platform access

Self-serve platform in development. Join the list to be notified when member access opens.