Part I

Foundations

An observation framework serves three purposes: to stabilize attention on what we're looking at, at what scale and for how long; to make observation transmissible; and to avoid the illusions produced by our narrative biases.

Life — biological, social, geopolitical — is non-linear, contextual, historical, multi-causal, partially opaque, and oriented by relationship. Yet institutional science often privileges what is isolable, repeatable, simplifiable.

First axiom

Life does not solve. It displaces, converts, temporizes, hybridizes.

Second axiom

The observer is in the loop. Every measurement modifies the object.

Absolute discipline

The four layers

Absolute rule: never mix layers. PALM stays strictly in layers 1 to 3. The anti-ideology module prevents any slippage into layer 4.

Layer Content
1 — Observations Filmable, recordable traces, raw data. Constraints described neutrally.
2 — Patterns Identifiable dynamic invariants. Competing, non-exclusive patterns, no verdict.
3 — Hypotheses Refutable, with indicator, threshold, horizon, falsification condition.
4 — Narrative Meaning, intention, morality, teleology. FORBIDDEN in PALM.
Part II

The five PALM operators

Module 1

Pressure

Current structural constraint that prevents or limits simple stabilization. Outputs: nature, intensity, scale, temporality, fragmentation, direction.

Module 2

Affordances

Exploitable margins of the system under pressure. Families: material, relational, legal, symbolic, architectural.

Module 3

Mètis

Observable emergent workarounds. No intention required. For each mètis: one direct trace or two indirect traces.

Module 4

Cost displacement

Locate where the bill goes. Axes: temporal, spatial, social, structural, symbolic, security.

Module 5

Stabilization

Identify the new attractor. Markers: repetition, institutionalization, selection, standardization, lock-in.

Catalog

Types of mètis

Substitution
Functional equivalent
Rerouting
New path
Concealment
Reduced traceability
Conversion
Constraint → resource
Capture
Adversary tool turned
Hybridization
Combined regimes
Temporalization
Cost deferral
Scale shift
Level transfer
Saturation
Costly pressure
Asymmetric symbiosis
Mutual dependence
Part IV

Application to scales

Scale Pressure Typical mètis Displaced cost Attractor
Cosmos Quantum indeterminacy Decoherence, dissipation Global entropy Robust macro correlations
Biological life Physico-chemical indeterminacy Compartmentalization, cycles Biochemical irreversibilities Self-replication, evolution
Psyche Affective uncertainty Defensive patterns Fatigue, rigidification Mental attractors
Social systems Collective indeterminacy Hierarchies, norms Inequalities, frictions Lasting institutions
Ecosystems Ecological disturbances Trophic networks Biodiversity loss Resilient states
Economies Economic shocks Contracts, innovations Debt, externalities Growth regimes
Usage

8-step protocol

Write 5 observations (layer 1).

Write 2 patterns (layer 2).

Write 2 hypotheses (layer 3) with falsification.

Fill in Pressure, Affordances, Mètis, Cost displacement, Stabilization.

Choose 1 to 3 vitals. Check if the mètis protects them.

Note the three living indices.

Do the Observer module and write the double discomfort.

If needed, write a narrative — but outside diagnosis.

Part III

Complementary modules

Module A

Vitals

Define protected vital functions (1 to 3 maximum). For each vital: indicator, rupture threshold, horizon, tolerable adversity. Test: a mètis is alive if it protects at least one vital.

Module B

Observer in the loop

Mandatory questions: What my framework makes invisible. What I overvalue because it's measurable. The narrative I want to see win. How my observation modifies the mètis. Rule: double discomfort mandatory.

Living indices — Three markers to watch

Index 1

Tactical diversity

Does the system produce varied responses to pressures?

Index 2

Learning speed

Does it integrate new information quickly?

Index 3

Adaptive opacity

Does it make itself harder to read by external pressures?

Operator

Joint rise of all three = adaptive living. Joint fall = system in decoherence.

Extension

Application to the psyche

Principle: the psyche is not thermodynamics. It can however present the same dynamic form: regimes, attractors, costs, bifurcations, meta-regulation. We transpose the structure, not the substance.

Dynamic invariant Non-equilibrium biology Psyche
Essential flow Gradients, inputs, dissipation Attentional resources, available energy, emotional load
Local order maintenance Metabolism, cycles, compartmentalization Internal patterns, habits, routines, regulation strategies
Stabilization by attractors Stationary regimes Mental attractors, relational scripts, beliefs
Uncertainty reduction Memory, inheritance, selection Prediction, internal models, surprise reduction
Dissipative cost Heat, entropy, irreversibilities Fatigue, rigidification, somatic wear, conflicts
Thresholds and transitions Bifurcations, stability losses Crises, shifts, reorganizations, new regimes
Meta-regulation Second-order regulation Reflexivity, mentalization, therapy, disidentification
Part V

Single guiding thread

Layer 2 invariant

Under pressure of indeterminacy, fluctuations or contextuality, affordances (gradients, instabilities, flows, interactions) enable an emergent mètis (substitution, conversion, capture) that locally stabilizes traces, correlations or transmissible states, at the cost of displaced costs (entropy, irreversibilities, externalities, wear) and attractor lock-ins.

Extension of consciousness

Consciousness, individual or collective, can be described as a hierarchical extension of capture and meta-regulation loops. Recording of recordings. Informational compression. Adjustment of internal models.

This formulation implies neither accident nor destiny in the narrative sense. It remains a dynamic and structural diagnosis.