section 04 | research

How it was built. 
What would break it.

A framework is not credible because its author is confident. It is credible because the process used to build it was honest about its own limitations and rigorous about the evidence required to overcome them.

methodology | Criticism register | Research agenda

on this page

01 Methodology

02 Criticism Register

03 Three Pivots

04 Falsifiability

05 Open Questions

06 Research Agenda

07 Art Review

01 Methodology

Built to be broken, not confirmed.

The Migration of Value was not built by developing an idea, finding evidence that supports it, and presenting both together. That approach produces frameworks that are well-illustrated but not well-tested. The author selects the cases. The cases confirm the theory. Confirmation bias is baked in from the start. This framework used a different sequence. Before the first draft was written, the initial hypothesis was run against historical cases chosen not to confirm it but to stress it. Cases were selected in order of how clearly they might break the hypothesis. The question was not: does this case support the framework? It was: does this case break it?

Step 01 - Excavation before argument

The initial hypothesis was run against four historical cases chosen to stress it: the Printing Press, the Steam Engine, the Spreadsheet, and Social Media. These were not chosen because they obviously supported the hypothesis. They were chosen because they represented different types of technological disruption across different centuries, economic contexts, and cultural environments.

Step 02 - Adversarial peer review before publication

After Draft 1, two independent adversarial reviews were conducted. The instruction to reviewers was explicit: assume the framework is wrong. Find where it fails. Do not evaluate it as something to be improved. Evaluate it as something to be broken. Every charge was logged in a formal criticism register and assessed honestly rather than defensively.

Step 03 - Drafts frozen before revision

Each draft was frozen before the next was written. This means criticisms are assessed against what was actually written, not against a revised draft that incorporates the criticism retroactively. The alternative, continuous revision without fixed drafts, produces frameworks that are always moving targets. Critics cannot pin down what they are criticizing because the author keeps updating. That is intellectually evasive even when unintentional.

Step 04 - Evidence standard for modifications

No modification was accepted into a new draft unless supported by repeated evidence from independent sources. A single case study suggesting a refinement was logged as a candidate for future testing, not incorporated immediately. A mechanism that appeared in two or three independent cases was considered for inclusion. A mechanism that appeared in only one case remained in future research. An intelligent argument for changing the framework was not sufficient reason to change it. A pattern of evidence across independent sources was.

the first edition definition

The framework does not ask to be believed. It asks to be tested. If it survives testing, it earns attention. If it fails testing, the failure is documented and that documentation is its contribution.

02 Criticism Register

Every charge logged, assessed, and resolved. 

The framework required a definition precise enough to be falsifiable and honest enough to acknowledge what it does not yet resolve.

The following table documents every significant criticism received across both adversarial peer reviews and the convergence analysis. The finding column reflects the panel’s honest assessment, not the author’s defensive response. Three findings categories are used: Upheld, Partially Upheld, and Not Upheld.

Charge Finding Action taken
Redundancy with Schumpeter and Christensen Partially Upheld The redundancy with creative destruction at the industry level was real. The differentiation mechanism — explaining the direction of migration and the survival of apparently disrupted categories — was judged to add explanatory value that neither Schumpeter nor Christensen provides. Addressed in the Scholarly Context section of the First Edition.
Tautological definition of differentiation Upheld A formal four-element definition of meaningful differentiation was introduced in Draft 3, replacing the undefined use across multiple contexts. The definition was tested for circularity and revised until it could be applied independently of the conclusion it was meant to support.
Elastic falsifiability criteria Upheld The falsifiability section was rewritten with specific, concrete conditions under which the framework would require revision or abandonment. The First Edition names five such conditions explicitly.
Conflation of adaptation with selection Partially Upheld Stage 5 was corrected directly in the First Edition: individual displacement is now named as the most common short-term outcome. Adaptation is named as primarily organisational and generational.
Distribution / capture binary undertheorised Upheld The binary was confirmed inadequate by all three historical stress tests. The First Edition replaces it with a three-state model and adds Contested Redistribution as a documented sub-type.
Western-centric scope overclaiming Partially Upheld The framework's universality claims have been moderated. The falsifiability conditions now explicitly name non-Western historical evidence as a condition that would require revision. This vulnerability remains open and is documented in the convergence analysis.
Confirmation bias in case selection Not Upheld The stress tests were conducted adversarially, with the instruction to assume the framework wrong and seek evidence of failure. The quartz crisis was chosen as the strongest apparent counterexample. The steam engine was chosen for its civilisational scale. The bias charge was assessed and found not to apply to the methodology as conducted.
Overlap with Polanyi's double movement Upheld This gap emerged from the convergence analysis after three stress tests. The First Edition adds explicit engagement with Polanyi in the Scholarly Context section, acknowledging the relationship and clarifying that the frameworks are complementary rather than competitive.
Power and contestation inadequately theorised Upheld Three cases show migration is contested and that power asymmetries substantially determine who captures migrated value. This gap is formally acknowledged in Open Question Three and is the primary focus of the next testing phase.

03 Three Pivots

Where the thinking changed fundamentally. 

Three moments during the development of this framework represent genuine conceptual pivots — points where the framework was not refined but restructured. They are documented here because they reveal how the thinking actually developed, which is different from how a finished framework presents itself.

Pivot 01 - From economics to adaptation

The original hypothesis described a phenomenon in economic terms. The first pivot recognized that economics was the wrong primary lens. Value does not migrate because markets reorganize. Markets reorganize because humans adapt. The economic migration is the observable result of something more fundamental: the human response to losing a source of meaningful differentiation. This pivot changed the framework’s core statement from a description of economic behaviour to a framework of human adaptation. Technology is the perturbation. The environment is the medium. Adaptation is the mechanism. Differentiation is the engine. That sequence did not exist in the original hypothesis. It emerged from the pivot.

Pivot 02 - Differentiation as the missing engine

The framework’s early versions described adaptation without adequately explaining what humans are adapting toward. The implicit answer was: scarcity. Humans chase what is scarce. The second pivot identified this as wrong. Scarcity is a condition, not a driver. Humans do not chase scarcity. They chase meaningful difference — recognition, standing, identity, the characteristics that distinguish them in ways others recognize as significant. This distinction explains why mechanical watches became more valuable when quartz made accurate timekeeping abundant. Quartz made the accuracy abundant and left the rest exposed. Without this pivot, the survival of mechanical watches looks like an anomaly. With it, it looks like a confirmation. This pivot also produced the formal definition of meaningful differentiation that resolved the tautology charge.

Pivot 03 - Power is downstream, not the core

An early draft placed power reorganization at its centre. The third pivot corrected this. Power reorganization is a consequence of value migration, not its driver or its core. Power follows the new differentiator. It does not create it. This pivot prevented the framework from becoming a theory of power, which would have been both less accurate and less useful. The framework describes the migration. It does not yet fully explain who captures it. That gap is acknowledged rather than papered over and is the primary focus of the next testing phase.

04 Falsifiability

What would break this framework.

A framework that cannot be falsified is not a framework. It is a belief. The following conditions would require serious revision or abandonment of the Migration of Value. They are stated specifically enough to be tested. That specificity is intentional.

The failed migration case. A clear historical case where a paradigm technology changed the environment, collapsed an existing differentiator, and no new meaningful differentiation emerged over a sufficient time horizon. The claim that new differentiation always follows disruption is the framework’s most untested assertion.

Random migration. Evidence that value migrations are random rather than directional, with no tendency toward new sources of meaningful differentiation within the changed environment.

Differentiation retained under abundance. A demonstrated case where a capability retained its full recognized significance despite becoming structurally abundant, suggesting that differentiation as defined was never the operative variable.

Non-Western counter-evidence. Evidence that the adaptive reorganization described here does not hold across non-Western or pre-industrial historical contexts. This would limit the framework to a specific cultural condition rather than a general human pattern. All three completed cases were drawn from Western European and Anglo-American contexts. This is a named vulnerability.

Recognition system variance. Evidence that the recognition system within which differentiation is judged significant is so variable across cultures and periods that no general pattern can be claimed.

05 Open Questions

What remains unresolved.

Q1 - Do humans value differentiation? Or do they value fitness, and differentiation is simply how adaptive success becomes visible to others?

Evolution does not reward difference. It rewards fitness. Difference is the consequence of fitness, not its cause. If the same logic applies to the Migration of Value, then the framework is not describing a drive toward distinction. It is describing adaptive fitness expressing itself as recognizable difference within a given environment. Those are not the same claim. The answer determines whether this is fundamentally a theory of human psychology or a theory of adaptive systems.

Q2 - Does scarcity create value, or does it reveal value that already exists?

When technology removes the functional layer from a valued object or practice, what emerges? Is the remaining value newly created by the disruption, or was it always present, hidden beneath functional necessity? If technology removes the noise created by abundance, and what emerges is something humans always cared about, then the framework is not describing economic migration. It is describing what becomes visible when everything inessential is stripped away. That distinction may ultimately determine whether this is a framework about markets or a framework about the nature of human meaning.

Q3 - Why do specific parties capture specific migrations?

Three historical cases have produced consistent evidence that migration outcomes are substantially determined by organisational resources, political access, and institutional capacity — not by differentiation logic alone. The framework describes the mechanism of migration accurately. It does not yet provide an adequate account of why specific parties capture specific migrations. That gap is the primary focus of the next round of testing.

06 Research Agenda

The next cases. What each one tests.

Three cases are recommended for the next testing phase. Each was selected to stress a specific vulnerability in the current framework. Each carries specific stakes: what a finding in either direction would mean for the framework’s claims.

Case 04

The Personal Computer

c. 1975 — present

Pending

What it tests

A shorter timeline, living participants, and the first test of network effects as a migration mechanism. The first case where the migration is still actively unfolding — testing whether the framework performs analytically in real time rather than retrospectively. Also the first case that directly precedes the AI disruption, which may reveal whether the framework's current AI analysis is correctly positioned in the sequence.

Network effects and increasing returns to adoption. Whether the differentiation mechanism operates differently when scale creates winner-take-most dynamics rather than distributed adoption curves.

Stakes

If the personal computer case shows that network effects produce a fundamentally different migration pattern — one that cannot be explained by the differentiation mechanism — the framework would require a new stage or mechanism to account for platform dynamics. If it holds, the framework's universality claims strengthen for the digital era.

Case 05

The Meiji Restoration

1868 — 1912

Pending

What it tests

The first non-Western test. A deliberately induced technological transformation in a radically different institutional context — Japan's forced modernisation from a feudal to an industrial economy in under fifty years. The most compressed civilisational-scale technological transformation in documented history, occurring entirely outside the Western European contexts from which all three completed cases were drawn.

Whether the nine-stage sequence holds in a non-Western institutional context. Whether the differentiation mechanism operates consistently across radically different cultural systems of recognition and meaning.

Stakes

If the framework holds, universality claims strengthen substantially and the Western-centric vulnerability named in the criticism register is partially addressed. If the framework fails here, its scope would need to be explicitly limited to Western European and Anglo-American contexts, significantly reducing its explanatory ambition.

Case 06

The Internet and Platform Economics

c. 1995 — present

Pending

What it tests

The direct test of increasing returns within the framework. Platform economics — the winner-take-most dynamics of Google, Amazon, Meta — represent the clearest modern case of migration outcomes determined by organisational resources and network position rather than differentiation logic alone. This case directly tests Open Question Three: why do specific parties capture specific migrations?

Whether increasing returns and platform capture represent a fundamentally different distribution mechanism. Whether the bifurcated model adequately describes what happened, or whether platform concentration requires a fourth distribution state.

Stakes

If platform capture is explainable within the existing three-state model as an extreme form of captured migration, the framework holds. If platform dynamics produce a qualitatively different migration pattern, the framework would require significant structural revision at Stage 8 and potentially Stage 6.

07 Art Review

Before this framework was published, a systematic search was conducted across ten bodies of adjacent literature — not to find support for the framework, but to determine whether it already existed under another name. The question was not "is this original?" The question was "does this framework deserve to exist given what is already out there?"

That is a harder question. And it is the right one to ask.

The most significant prior art: Adrian Slywotzky's Value Migration (Harvard Business School Press, 1995) uses the same two-word phrase. His framework describes economic and shareholder value moving between business designs as customer priorities shift. The Migration of Value describes something different: the redistribution of value after technology makes a capability structurally abundant, as humans adapt and new differentiation emerges. The frameworks share a name. The mechanism, scope, unit of analysis, and historical method are all distinct.

Nothing reviewed makes this framework redundant. Ten bodies of work were examined: Slywotzky, Schumpeter, Christensen, Polanyi, Brian Arthur, Nelson and Winter, Carlota Perez, Veblen, Geoffrey Moore, and the contemporary scarcity-abundance literature. Every threat level assessed as Low or None. No reviewed work proposes the specific nine-stage sequence or the differentiation collapse and unbundling mechanism at the core of this framework.

The framework is integrative, not wholly original. The individual components — evolutionary framing, creative destruction, scarcity-abundance dynamics, identity and differentiation — have precursors across multiple disciplines. The contribution is the integration: a unified descriptive sequence assembled from those traditions, tested adversarially, and honest about what it has not yet resolved.

The originality claim is precise and bounded. Within the scope of the prior art reviewed, no existing framework integrates the differentiation collapse mechanism into the explanatory sequence presented here. That claim acknowledges the limits of the search. It does not overreach.

Three questions remain open for follow-up. A full academic database search for specific mechanism terminology. A review of non-Western scholarship. An independent expert review asking not "do you like it?" but "what have I missed?"