Yaoharee Lahtee

Meaning Before Naming: A Readout-Retention Architecture of Affective-Semantic Reorganization (Standalone Concept Note v1.0 FULL)

Status. K0 conceptual architecture and programme-extension paper in the Human-AI Readout Programme; part of the series When AI Expands Human Potential (index DOI 10.5281/zenodo.22308201). Programme extension from Human Learning, Human LoRA, Readout Genesis, and Epistemic Fusion/T...

Epistemic Fusion or Epistemic Tunnel: A Phenomenologically Anchored, History-Shaped Architecture of Human-AI Semantic Coupling, Retention, and Epistemic Direction (Standalone Epistemic Note v7.1, Genesis-aligned)

Series. Standalone epistemic note of the Human–AI Readout programme; member of the Zenodo library When AI Expands Human Potential (hub DOI 10.5281/zenodo.22308201). Builds on the Bounded Knower sequence I–IV, Experience Is the Human LoRA, The Language Bridge, Operational Linguist...

Epistemic Fusion or Epistemic Tunnel: A Phenomenology-Anchored, Global-Literature-Constrained, Problem-First Architecture of Human-AI Collaboration (Epistemic Note v8.1 — strong-claim / legitimate-defeater edition)

Series. Standalone epistemic note of the Human–AI Readout programme; member of the Zenodo library When AI Expands Human Potential (hub DOI 10.5281/zenodo.22308201). Builds on the Bounded Knower sequence I–IV, Experience Is the Human LoRA, The Language Bridge, Operational Linguist...

CTSA Human-Return Readout: A Session-Boundary Measurement Architecture for Retained Human Capability After AI (Epistemic Note v9.1 FINAL — global-literature-constrained edition)

Status. Final author draft of a K0 conceptual and measurement architecture in the Human-AI Readout Programme. "Final" denotes the present manuscript state, not empirical validation, publication, or independent certification. Programme continuation of Epistemic Fusion or Epistemic...

Rigour Without Infrastructure: Three Propositions on Claim-Card Discipline as a Substitute for Institutional Certification (glosa concept paper, v0.2.0)

Status. GLOSA K0 concept paper — timestamped and citable, not peer reviewed; the three claim cards behind it were reviewed by three cross-vendor AI routes (I3) and revised; independent_check PENDING (no external human check). Produced by running the glosa methodology on itself (r...

Experience Is Meaning-Giving: A Strong-Form Readout-Retention Theory of Phenomena, Resonance, Rhythm, Accumulation, and Transformative Release (Full Paper v2.0, strong-claim / reviewer-hardened edition)

Status. K0 strong-form conceptual and measurement architecture, revised after adversarial peer review without withdrawing the paper's central claims. Programme synthesis from Readout Genesis, Human LoRA, Human Learning, Meaning Before Naming, Fusion/Tunnel, and CTSA Human Return;...

Potential as a Readout: Witnessed Envelopes, Two-Layer Agency, and the Measurement of Pseudo-Peace (Epistemic Note, K0, 5 September 2026)

Status. K0 final author draft in the series Society, Justice, Peace & Violence (index DOI 10.5281/zenodo.22342043) and When AI Expands Human Potential (index DOI 10.5281/zenodo.22308201). "Final" names the manuscript state, not validation, publication, or independent certificatio...

Meaning Before Naming: A Readout-Retention Architecture of Affective-Semantic Reorganization (Standalone Concept Note v1.0 FULL)

Status. K0 conceptual architecture and programme-extension paper in the Human-AI Readout Programme; part of the series When AI Expands Human Potential (index DOI 10.5281/zenodo.22308201). Programme extension from Human Learning, Human LoRA, Readout Genesis, and Epistemic Fusion/T...

From Problem to Hypothesis: Dynamic Semantic Mobility, Bounded Knowers, and the Readout-Discriminable Hypothesis Space

Series. Paper I of the three-paper Bounded Knower sequence. Paper II: Knowledge Topology and the First Passage to Usable Hypotheses (DOI 10.5281/zenodo.22307561). Paper III: Before Evidence Can Decide (DOI 10.5281/zenodo.22307564). Paper IV: The Epistemic Chain Reaction (DOI 10.5...

Readout Universe — Physics & information programme index (Yaoharee Lahtee, 2026)

Programme index — ฟิสิกส์ / สารสนเทศ. A navigation aid listing 116 works by the author in this programme area. Inclusion is a readout of the author's own classification (assisted by the glosa toolchain, github.com/morrocwi/glosa), not an evaluation; each listed record keeps its o...

The Epistemic Chain Reaction: Human-AI Multiplication from Questions to Readout-Distinguishable Hypotheses — A Controlled Amplification Architecture for Scientific Discovery

Series. Paper IV of the Bounded Knower sequence. Paper I: From Problem to Hypothesis (DOI 10.5281/zenodo.22307148). Paper II: Knowledge Topology and the First Passage to Usable Hypotheses (DOI 10.5281/zenodo.22307561). Paper III: Before Evidence Can Decide (DOI 10.5281/zenodo.223...

Knowledge Topology and the First Passage to Usable Hypotheses: A Readout Theory of Discovery Time and Direction

Series. Paper II of the three-paper Bounded Knower sequence. Paper I: From Problem to Hypothesis (DOI 10.5281/zenodo.22307148). Paper III: Before Evidence Can Decide (DOI 10.5281/zenodo.22307564). Paper IV: The Epistemic Chain Reaction (DOI 10.5281/zenodo.22307751). Status. GLOSA...

The Epistemic Chain Reaction: Human-AI Multiplication from Questions to Readout-Distinguishable Hypotheses — A Controlled Amplification Architecture for Scientific Discovery

Series. Paper IV of the Bounded Knower sequence. Paper I: From Problem to Hypothesis (DOI 10.5281/zenodo.22307148). Paper II: Knowledge Topology and the First Passage to Usable Hypotheses (DOI 10.5281/zenodo.22307561). Paper III: Before Evidence Can Decide (DOI 10.5281/zenodo.223...

Readout Universe — Artificial intelligence & knowledge programme index (Yaoharee Lahtee, 2026)

Programme index — ปัญญาประดิษฐ์กับความรู้. A navigation aid listing 15 works by the author in this programme area (a work may appear in several programme indexes). Inclusion is a readout of the author's own classification (assisted by the glosa toolchain, github.com/morrocwi/glos...

Readout Universe — Epistemology programme index (Yaoharee Lahtee, 2026)

Programme index — ญาณวิทยา / ทฤษฎีความรู้. A navigation aid listing 40 works by the author in this programme area. Inclusion is a readout of the author's own classification (assisted by the glosa toolchain, github.com/morrocwi/glosa), not an evaluation; each listed record keeps i...

Readout Universe — Muslim-friendly tourism & service programme index (Yaoharee Lahtee, 2026)

Programme index — ท่องเที่ยว / บริการ. A navigation aid listing 6 works by the author in this programme area (a work may appear in several programme indexes). Inclusion is a readout of the author's own classification (assisted by the glosa toolchain, github.com/morrocwi/glosa), n...

Readout Universe — Physics & information programme index (Yaoharee Lahtee, 2026)

Programme index — ฟิสิกส์ / สารสนเทศ. A navigation aid listing 116 works by the author in this programme area. Inclusion is a readout of the author's own classification (assisted by the glosa toolchain, github.com/morrocwi/glosa), not an evaluation; each listed record keeps its o...