Research that leaves its seams visible.

NEW RESEARCH ESSAY · DOCUMENT 016

When does a gate start selecting for the ability to survive the gate?

The essay follows the Matthew effect, cumulative advantage, internship design, administrative burden and digital access into one design problem: how can a system test potential without pretending that an unrealised future should already have a CV?

NEW RESEARCH ESSAY · DOCUMENT 015

When does a type stop explaining?

Polytypic Thinking connects categorization research, stereotypes, human–AI feedback, cultural diversity and the problem of novelty. The proposal is not “many labels are better.” The stronger claim is that time, scale, observer and relation may change the lawful type, and sometimes the grammar of types itself has to be revised.

NEW · Research Essay · EN · v1.2

Living Seed Lineage / PA(S)ID

A tomato’s pedigree, the memory of soil, the Moon, failed harvests, traditional knowledge and the strange amount of living history that disappears the moment a seed becomes a product card.

New Research Essay · Document 014

Where does care become control?

The Right to See the Consequence uses graphic health warnings as a doorway into a wider question about punitive humanism, stigma, self-models, alternatives and agency. The essay ends with an open challenge to readers: if fear-based intervention is justified because it works, what ethical limit should remain?

Human ↔ AI relation

Control may be only the first question.

This line asks what happens to agency, authority, identity, provenance, consent and responsibility when humans and AI systems shape one another over time. It does not assume machine personhood; it keeps the status question open while examining the relation.

IMAGO

Human-centred semantic computing research.

IMAGO investigates provenance, uncertainty, authority boundaries, continuity, non-action or abstention, and auditable receipts. It is presented here as an active technical programme, not as a completed superintelligence or a proof of AI consciousness.

Meta.Logic

Keep contradictions legible long enough to learn from them.

Meta.Logic works with contradictory models, hypotheses, unknowns, epistemic classes and model revision. The aim is not to make every claim equally strong; it is to keep source, scope, limit and uncertainty from being quietly erased.

MSL / Semantic Migration / MІЖ

Sense moves through more than language.

This line studies what survives, changes, is lost or resists translation when sense crosses languages, disciplines, cultures and representational bodies. Translation is one case; semantic migration is the wider question.

M{Y}OGA JYOTISH · active research

Join without erasure. Measure without reduction.

M{Y}OGA JYOTISH is a research discipline where Jyotiṣa/Jyotish can meet Western astrological traditions, astronomical geometry, mathematics, philology, psychology, philosophy and metaphysics, lived experience and AI-assisted research without collapsing them into one evidence class.

{Y} is the JOIN FIELD: the shared Y belongs to both MY and YOGA. The discipline tracks what is preserved, transformed, added, lost, contradicted or newly revealed when systems meet.

MORPHO / M4M horizon

Adequate body for an invariant.

This research asks which representation or computational body is adequate for a declared task or invariant. Candidate bodies can be compared with simpler baselines and parked if they lose. Negative results are receipts, not basement furniture.

IKAR

Local experimental verification.

IKAR is a local experimental and verification harness: testable fixtures, receipts, comparisons and failed cases. It is not presented as an autonomous agent, public service or action authority.

Research Memory · Open Questions

Remember the path and keep questions open.

A source archive is not canon, and publication is not the end of the argument.