Evidence and Interpretation

Why BrainLatam2026 reads articles without separating quantity, quality, body, and territory

Before entering the article, we can return to the body for a moment.

Breathing.
Jaw.
Chest.
Feet.
Attention.

Reading a scientific article is not only receiving information. It is reorganizing perception. A question changes the body. A measurement changes trust. A table can narrow the world. A good interpretation can open an entire territory inside experience.

That is why BrainLatam2026 begins this block with the article “Evidence and Interpretation in Research: Relations Between Qualities and Quantities”, by Mariane Lima de Souza and William B. Gomes.

The strength of the article lies in showing that research does not live only from data. It also lives from interpretation, context, language, and judgment. The authors discuss the difference between data, what is given as evidence, and capta, what is taken as evidence. They also show that quantities and qualities can function as moving parts of the same whole, as long as we respect their logical specificities.

This is a perfect foundation for BrainLatam2026.

Because we do not want to fall into two reductionisms.

The first is believing that only numbers are science.

The second is believing that only narrated experience is deep.

The more interesting question is different:

what measurement does justice to this experience?

And also:

what experience gives meaning to this measurement?

Data, capta, and body-territory

An EEG signal can be data.

But saying that this pattern represents attention, conflict, error, expectation, or salience already involves capta.

A change in oxygenation measured by fNIRS can be data.

But interpreting that change as bond, threat, cooperation, Jiwasa, or overload requires capta.

An anxiety scale can be data.

But understanding whether that anxiety comes from debt, racism, school, trauma, algorithm, loneliness, religion, family, or the State requires situated interpretation.

A phenomenological report can be capta.

But it can become data when organized into categories, semantic networks, frequencies, clusters, or statistical models.

The central question becomes:

what are we giving as evidence, and what are we taking as evidence?

This question prevents science from confusing instrument with world.

DNA Intelligence and Artificial Intelligence

Here BrainLatam2026 adds another layer.

We can call DNA Intelligence the information lived in the body.

Not merely genetic code in a narrow sense.

It is DNA existing in body, metabolism, breathing, history, memory, interoception, proprioception, language, territory, and belonging. It is life learning how to organize itself from within. It is the body-territory registering, transducing, and reorganizing stimuli into internal spaces of experience.

DNA Intelligence feels before explaining.

It breathes.
It adjusts posture.
It anticipates danger.
It recognizes belonging.
It carries marks.
It learns with territory.
It transforms stimuli into lived world.

Artificial Intelligence, on the other hand, is a logical technology of organization, scraping, recombination, and modeling of large databases. It works on records, patterns, texts, images, sounds, codes, and statistical relations. It can expand access, accelerate connections, and open paths of interpretation.

What once belonged mainly to noble, literate, academic, or institutional cultures — consulting libraries, crossing authors, comparing ideas, writing analyses, generating syntheses — has become a tool available to many more people on the planet.

This is powerful.

But it also requires care.

Because Artificial Intelligence can organize information without living a body.

It can recombine language without feeling Tekoha.

It can simulate interpretation without belonging to territory.

It can produce synthesis without carrying the material consequences of that synthesis.

DNA Intelligence lives the cost of experience.

Artificial Intelligence organizes traces of experiences.

One does not replace the other.

The BrainLatam2026 question is:

how can Artificial Intelligence serve DNA Intelligence, instead of capturing it?

Consciousness is spatial: evidence also occupies space

BrainLatam2026 begins from the thesis:

consciousness is spatial.

Every perception happens somewhere in the body-territory.

In the 5D Body-Territory model, perception is a spatial abstraction produced by the transduction of stimuli. This abstraction organizes itself in:

3D, movement, and qualia.

A quantity occupies space.

A quality occupies space.

A question occupies space.

A diagnosis occupies space.

A hypothesis occupies space.

A graph occupies space.

A statistical result occupies space.

A report of suffering also occupies space.

In the researcher’s body-territory, some findings become large. Others become small. Some gain urgency. Others disappear. Some return easily. Others become dogma.

The movement dimension helps us understand this.

The lived time of research is not only calendar, data collection, analysis, and publication.

The lived time of research is the movement of internal spaces of question, doubt, hypothesis, evidence, interpretation, and revision.

Good evidence reorganizes the researcher’s time.

Good interpretation makes a finding return.

Poorly interpreted data can create a rigid, repeated space that begins to dominate the field.

The danger of pseudo-combination

The article also warns about an important risk: using quantitative and qualitative methods only superficially, as if one merely served to illustrate the other.

This is essential for BrainLatam2026.

Because much research claims to be multimodal, but still operates with a hidden hierarchy.

Sometimes EEG commands, and the report merely illustrates.

Sometimes the scale commands, and the interview merely colors.

Sometimes statistics commands, and territory becomes noise.

Sometimes the biomarker commands, and the lived body disappears.

Sometimes critical discourse commands, and physiology disappears.

We need to avoid this.

When we propose EEG, NIRS/fNIRS, HRV, breathing, GSR, EMG, video, phenomenological reports, biomarkers, and hyperscanning, it is not to pile up technologies.

It is to create a design in which each measurement listens to one dimension of the phenomenon.

EEG listens to fast dynamics.

fNIRS listens to ecological and social hemodynamics.

HRV listens to autonomic regulation.

Breathing listens to bodily rhythm.

GSR listens to alert.

EMG listens to muscular tension.

Video listens to gesture and APUS.

Reports listen to qualia and Weichö.

Hyperscanning listens to Jiwasa.

No measurement should pretend to be the whole.

BrainLatam2026 translation

In the BrainLatam2026 translation, the article teaches us that research is a diplomacy between evidence and interpretation.

The article speaks of data and capta.

We speak of body-territory and Weichö.

The article speaks of quality and quantity.

We speak of 3D, movement, and qualia.

The article speaks of context.

We speak of APUS, Tekoha, and Jiwasa.

APUS asks:

where is the body positioned to produce or receive this evidence?

Tekoha asks:

what internal state, of safety or threat, organizes this interpretation?

Jiwasa asks:

which collective field decides that this evidence counts and that another evidence will be ignored?

DANA asks:

is the data caring for the body or capturing the body?

And DNA Intelligence asks:

what does this information do to the life that must continue living after the interpretation?

BrainLatam2026 experimental proposal

From this article, BrainLatam2026 could propose an applied study:

How do different forms of evidence change the interpretation of the same body-territorial phenomenon?

For example: school anxiety in adolescents.

We could combine:

• anxiety, belonging, and school safety scales;

• EEG during attention, conflict, and error tasks;

• fNIRS during social interaction or pedagogical activity;

• HRV and breathing for autonomic regulation;

• video for posture, gesture, and APUS;

• phenomenological interviews for Tekoha, qualia, and Weichö.

The question would not be only:

which measurement predicts anxiety?

The question would be:

how does each type of evidence construct a different part of the phenomenon?

And further:

when does quantity change the interpretation of quality?

when does quality change the interpretation of quantity?

when does data become capta?

when does capta become data?

when does the school Jiwasa appear in the signals of the body?

Closing

The article by Souza and Gomes matters because it reminds us that science does not live only from collection.

It lives from judgment.
It lives from context.
It lives from language.
It lives from interpretation.
It lives from ethics.

BrainLatam2026 begins from there to affirm:

before measuring, ask what the measurement listens to.

before interpreting, ask where the interpretation is looking from.

before publishing, ask whether the body-territory was cared for or reduced.

Artificial Intelligence can help organize large fields of information.

But DNA Intelligence reminds us that all knowledge must return to the body.

Return to breathing.

Return to territory.

Return to belonging.

Return to the life that feels the consequences of what science affirms.

Consciousness is spatial.

Evidence is too.

It is born in some body, in some method, in some language, in some territory, in some Jiwasa.

That is why the science we want does not separate quantity and quality as enemy worlds.

It asks:

how can each form of evidence help us listen better to life?

Main reference

Souza, M. L. de, & Gomes, W. B. (2003). Evidência e interpretação em pesquisa: as relações entre qualidades e quantidades. Psicologia em Estudo, 8(2), 83–92.