cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31082620.v1
title: Catalog of the Quaternary shell collection of N. N. Trashchuk (monographic part). Ukrainian version

description: Systematic catalog of the monographic part of the collection of Quaternary mollusk shells from Northern Black Sea region by N. N. Trashchuk (Ukrainian version).Систематичний каталог монографічної частини зібраної Н. Н. Тращук колекції черепашок молюсків із плейстоцену Північного Причорномор'я (українська версія).
DOI: 10.15468/dl.fvxc2k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.641 -0.278816, 101.570736 -0.284382, 101.502202 -0.300945, 101.437085 -0.328097, 101.376988 -0.365169, 101.323391 -0.411248, 101.277613 -0.4652, 101.240782 -0.5256960000000001, 101.213804 -0.591248, 101.197343 -0.660241, 101.191806 -0.730977, 101.197329 -0.801714, 101.213777 -0.870711, 101.240745 -0.936268, 101.277571 -0.99677, 101.323346 -1.050729, 101.376945 -1.096815, 101.437049 -1.133893, 101.502176 -1.161049, 101.570722 -1.177616, 101.641 -1.183183, 101.711278 -1.177616, 101.779824 -1.161049, 101.844951 -1.133893, 101.905055 -1.096815, 101.958654 -1.050729, 102.004429 -0.99677, 102.041255 -0.936268, 102.068223 -0.870711, 102.084671 -0.801714, 102.090194 -0.730977, 102.084657 -0.660241, 102.068196 -0.591248, 102.041218 -0.5256960000000001, 102.004387 -0.4652, 101.958609 -0.411248, 101.905012 -0.365169, 101.844915 -0.328097, 101.779798 -0.300945, 101.711264 -0.284382, 101.641 -0.278816))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000920-260120142942310/datasets/export for details.
DOI: 10.3535/5p5-svd-f79
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hj8-qb1-zrk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/syp-zsd-r7l
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ecn-08e-7ht
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yw8-0zj-x0n
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0f5-ms8-mtq
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yj9-bwx-hh3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4el-0z6-qe8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hcj-b8f-925
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kry-49w-n0l
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5hs-3ry-p5n
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vl2-81a-sjk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50w-xmc-6yq
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2v-1yr-4ss
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mcj-4ks-03h
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mv8-p0m-jfx
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/566-kz3-mys
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/crp-l3y-8vq
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9j-pvq-ryk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/24s-4sz-2xc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/29y-cll-day
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6bk-kw9-g8j
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hsy-xmc-yar
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p94-jx5-bs3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4p1-g5z-6n8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/726-h09-rzj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tps-wmf-cfe
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77g-4xe-spg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d2l-ksz-ngb
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s4l-pbm-wp7
title: Papilio nephelus Boisduval, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7l-8w4-911
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p9x-f36-v8r
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vl-cw8-m71
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qcj-sw7-jcp
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0tv-hh5-pkn
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sp-b8v-6la
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fvc-y6f-xhy
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nqn-tly-ykw
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qps2qu
title: Occurrence Download

description: A dataset containing 1095 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.65 3.303172, 101.579621 3.297602, 101.510978 3.281032, 101.445761 3.253869, 101.38558 3.216783, 101.331916 3.170688, 101.28609 3.116721, 101.249232 3.05621, 101.222247 2.990648, 101.205799 2.921649, 101.200289 2.850912, 101.205853 2.780179, 101.222351 2.711192, 101.249374 2.645649, 101.286257 2.585163, 101.332091 2.531222, 101.385747 2.485154, 101.445903 2.448092, 101.511081 2.420948, 101.579675 2.40439, 101.65 2.398825, 101.720325 2.40439, 101.788919 2.420948, 101.854097 2.448092, 101.914253 2.485154, 101.967909 2.531222, 102.013743 2.585163, 102.050626 2.645649, 102.077649 2.711192, 102.094147 2.780179, 102.099711 2.850912, 102.094201 2.921649, 102.077753 2.990648, 102.050768 3.05621, 102.01391 3.116721, 101.968084 3.170688, 101.91442 3.216783, 101.854239 3.253869, 101.789022 3.281032, 101.720379 3.297602, 101.65 3.303172))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1095 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000921-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8yv-ntn-jwq
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.18319565
title: Turnera sidoides subsp. holosericea (Urb.) Arbo. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18319566
title: Turnera sidoides subsp. holosericea (Urb.) Arbo. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.15468/dl.def7sq
title: Occurrence Download

description: A dataset containing 14418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panthera leo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14418 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000922-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18319567
title: Sonchus rivularis Phil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18319568
title: Sonchus rivularis Phil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.15468/dl.g3szdf
title: Occurrence Download

description: A dataset containing 161448 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "GadmGid is one of (COL.21.18_2)"
 ]
}

 The dataset includes 161448 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000895-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vemd23
title: Occurrence Download

description: A dataset containing 37096766 species occurrences available in GBIF matching the query:
{
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 37096766 records from 4771 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011643-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgwx84
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aedes Meigen, 1818, Aedesia O.Hoffm.)"
 ]
}

 The dataset includes 597 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009391-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5mw28s89
title: MassIVE MSV000097728 - GNPS GCMSMS Data of crude extracts of two fungal endophytes have antibacterial properties
title: Crude extracts of two fungal endophytes were tested with some bacterial species for its antibacterial activity
DOI: 10.15468/dl.jrkpg8
title: Occurrence Download

description: A dataset containing 628224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oryza L."
 ]
}

 The dataset includes 628224 records from 641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006518-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e87qpe
title: Occurrence Download

description: A dataset listing the 15 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "GadmGid is IDN.32_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi",
 "Year 2015-2025"
 ]
}

 The dataset's 15 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012807-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qasa2v
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-15.93952 34.12419,10.93952 34.12419,10.93952 44.87581,-15.93952 44.87581,-15.93952 34.12419))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Riella macrocarpa (P.Allorge) Puche, Segarra, Sabovlj., M.Infante & Heras"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005573-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7dzrz
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.90990 33.13604,14.90990 33.13604,14.90990 45.86396,-16.90990 45.86396,-16.90990 33.13604))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Riella helicophylla (Bory & Mont.) Mont.",
 "Year 1842-2020"
 ]
}

 The dataset includes 407 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005548-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.468z4t
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalostachyum pergracile Munro"
 ]
}

 The dataset includes 286 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012818-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sahutu
title: Occurrence Download

description: A dataset containing 7545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nicotiana tabacum L."
 ]
}

 The dataset includes 7545 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009665-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6rg4k
title: Occurrence Download

description: A dataset containing 244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton",
 "Country is China"
 ]
}

 The dataset includes 244 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009666-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110812777
title: Attic Black-Figure Sherd with Two Male Figures, BMC P.1573

description: [Text or Publication Number Note:] BMC P.1573 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Sherd ❧ [Physical Object Note:] 4 9/16 x 3 x 1/2 in. (11.6 x 7.6 x 1.3 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812769
title: Attic Black-Figure Sherd with Two Male Figures, BMC P.1573

description: [Text or Publication Number Note:] BMC P.1573 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Sherd ❧ [Physical Object Note:] 4 9/16 x 3 x 1/2 in. (11.6 x 7.6 x 1.3 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812626
title: Apulian Red-Figure Hydria (Water Jar) Fragment, BMC P.1504

description: [Text or Publication Number Note:] BMC P.1504 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Hydria (Water Jar) Fragment ❧ [Physical Object Note:] 6 7/8 x 6 x 1/4 in. (17.5 x 15.2 x 0.6 cm) ❧ [Physical Object Note:] Hydriae
DOI: 10.25549/inscriptifact-ouc110812660
title: Apulian Red-Figure Hydria (Water Jar) Fragment, BMC P.1504

description: [Text or Publication Number Note:] BMC P.1504 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Hydria (Water Jar) Fragment ❧ [Physical Object Note:] 6 7/8 x 6 x 1/4 in. (17.5 x 15.2 x 0.6 cm) ❧ [Physical Object Note:] Hydriae
DOI: 10.25549/inscriptifact-ouc110812657
title: Apulian Red-Figure Hydria (Water Jar) Fragment, BMC P.1504

description: [Text or Publication Number Note:] BMC P.1504 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Hydria (Water Jar) Fragment ❧ [Physical Object Note:] 6 7/8 x 6 x 1/4 in. (17.5 x 15.2 x 0.6 cm) ❧ [Physical Object Note:] Hydriae
DOI: 10.25549/inscriptifact-ouc110812633
title: Apulian Red-Figure Hydria (Water Jar) Fragment, BMC P.1504

description: [Text or Publication Number Note:] BMC P.1504 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Hydria (Water Jar) Fragment ❧ [Physical Object Note:] 6 7/8 x 6 x 1/4 in. (17.5 x 15.2 x 0.6 cm) ❧ [Physical Object Note:] Hydriae
DOI: 10.25549/inscriptifact-ouc110812617
title: Apulian Red-Figure Vase Fragment, BMC P.1489

description: [Text or Publication Number Note:] BMC P.1489 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Vase Fragment ❧ [Physical Object Note:] 3 7/8 x 3 3/8 x 1/8 in. (9.8 x 8.6 x 0.3 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.5281/zenodo.17594004
title: AwarenessAI EnterpriseWorld 7DAI Superintelligence Whitepapers

description: This repository houses the official EnterpriseWorld 7DAI Superintelligence whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7DAI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.