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Example Meta-Syntheses

These pages are static, self-contained examples of OKT meta-synthesis reports. They show what a finished cross-scope synthesis looks like — and, more importantly, they let you click any citation to see the underlying fact and its sources.

Each example was produced by the OKT agentic flow: a research agent partitioned a broad topic into scopes, one synthesizer ran per scope, and a super-synthesizer wove the per-scope documents into a single meta-synthesis. That document was then stored as a report and auto-annotated against the repository's facts by embedding similarity.

On these pages the annotations are frozen: the fact text and source URLs are embedded directly in the page — there is no API call and no live repository connection. Every [N] superscript in the text is a citation; click it to open a popover showing the supporting fact and where it came from.

Two kinds of citation​

Recent examples carry two distinct citation kinds, rendered differently so the reader can tell at a glance which is which:

  • Direct cites — [D{N}], amber. Facts the researcher (or AI researcher) explicitly chose from a source while writing the synthesis. These are the primary evidentiary backbone — the citations the author reached for. Their popovers are labelled direct cite.
  • Auto-matched annotations — [N], blue. Facts the system retrieved automatically from the knowledge base by embedding similarity after the synthesis was written, to give the reader an additional audit trail against the broad corpus. Their popovers are labelled auto-matched.

Older examples (agroforestry, human alimentation, healing, males, females) carry only auto-matched annotations. The paper and the MKUltra synthesis carry both kinds.

Both kinds may also carry a posture (supports / contradicts / related), shown as a colored chip beside the number — green for supports, red for contradicts, blue for related.

Why these examples?​

  • Attribution is visible. You can trace every claim back to a specific fact and its source URLs, which is the core promise of an OKT report.
  • The examples are real. They come from actual investigations run against the default repository (254 sources for the healing synthesis; ~150 for the agroforestry synthesis).
  • They are static. You can read and analyze them without booting the stack or authenticating.

Examples​

The list runs from neutral-domain demonstrations (the OKT paper itself, agroforestry, human alimentation) to contested-topic ones (miraculous healing, relationship dynamics, MKUltra, the shadow fleet) — the later examples double as stress tests for OKT's evidence-tiering, showing how declassified record, attributed testimony, and contested debate are kept apart.

  1. Atomic Facts and Emergent Concept Graphs — the OKT paper, written by OKT. A self-referential deep dive on OKT's own mechanisms: atomic fact decomposition, the emergent concept graph, and the fact-co-occurrence relations that fall out of it. Carries both direct cites ([D{N}], amber) and auto-matched annotations ([N], blue). Authored by GLM 5.2.
  2. The Modular Tropical Agroforestry Recipe Book — a 4-scope meta-synthesis (~1,300 sources, 100,000+ facts) integrating tropical polyculture architecture, belowground mechanisms, mycorrhizal/microbial symbiosis, and mushroom & pest ecology into a modular recipe book. Citations carry a posture (supports / contradicts / related). Authored by GLM 5.2.
  3. Human Alimentation: A Multidimensional Feeding Meta-Synthesis — a 9-scope meta-synthesis integrating contemporary and global foodways, ancient and historical diets, protein sources, nutrient matrices, disease and lifespan, mood and cognition, life-stage physiology, lived and community evidence, and methods, governance, conflicts, and incentives. Citations carry a posture (supports / contradicts / related). Authored by GPT 5.6 Sol.
  4. Miraculous Healing & Spontaneous Disease — a 9-scope meta-synthesis (254 sources) covering spontaneous remission, placebo/nocebo neuroscience, faith and prayer, energy healing, plant medicine, guru transmission, contemplative practice, vibrational therapy, and stress pathology. Authored by GLM 5.2.
  5. A Meta-Synthesis for Men — a 10-scope meta-synthesis (~450 sources) on male-female coexistence written from a male perspective, covering hormonal cycles, competition, emotions, sexuality, complaints, and what successful couples do. Citations carry a posture (supports / contradicts / related). Authored by GLM 5.2.
  6. Understanding Yourself, Understanding Him — a 10-scope meta-synthesis (~450 sources) on male-female coexistence written from a female perspective, covering your hormones, competition strategies, emotions, sexuality, his hormones and competition, and actionable steps. Citations carry a posture (supports / contradicts / related). Authored by GLM 5.2.
  7. MKUltra — Declassified Record, Survivor Claims, and the Continuation Debate — a multi-tier synthesis organized around three deliberately distinguished evidence tiers: Tier 1 declassified documentary fact, Tier 2 attributed survivor testimony, and Tier 3 the contested continuation debate (MONARCH, FMSF-cover, O'Neill/Manson). Carries both direct cites ([D{N}], amber) and auto-matched annotations ([N], blue). Authored by GLM 5.2.
  8. Russia's Shadow Fleet: A Cross-Scope Meta-Synthesis — a 5-scope meta-synthesis (280 sources) integrating ownership & flag obfuscation, AIS spoofing & dark-vessel techniques, implicated flag states & insurers, fleet-size & volume estimate conflicts, and enforcement responses & gaps around Russia's sanctions-evading tanker fleet. Citations carry a posture (supports / contradicts / related). Authored by GLM 5.2.

How to produce your own​

Run the same flow against any OKT repository: research (plan + gather) → one synthesizer per scope → super-synthesizer to combine. Store the result via createReport and OKT auto-annotates every sentence with its matching facts. See Phase 3 — Reports and Reports and Auto-Annotation.