8
AI
AI research reader guide, original research PDFs, model cards and source documents.
View AI reports →Managing Expectations Reports
A living index for report-style PDFs used across Managing Expectations. Each row gives the report date, category, short topic description and a live PDF link.
Report categories
AI reports go under AI; UAP/UFO records under UAP/UFO; health, policy, consciousness and how-to documents get their own category labels as the library grows.
AI research reader guide, original research PDFs, model cards and source documents.
View AI reports →Pete Peterson / Project Camelot video breakdown / Gateway Process analysis / Gateway program document
View Afterlife / Consciousness reports →ICBC enhanced accident benefits guide
View BC / Public Policy reports →YouTube language popup and multilingual audio guide
View How-to / Media reports →NASA UAP Independent Study Team final report / NASA UAP Independent Study Team final report — source copy / Project Moon Dust recovered-object records…
View UAP/UFO reports →| Date from report | Category | Topic / description | Live PDF link |
|---|---|---|---|
| 2026-10-12 | AI | AI research roundup — reader guide 32-page editorial reader guide; not a collection of original papers. Includes source links and limitations. Article / complete PDF library | Open PDF 0.13 MB |
| 2026-10-06 | AI | EmbeddingGemma 2 — model-card text Google documentation text, reformatted under CC BY 4.0; not a research paper. Article / complete PDF library | Open PDF 0.02 MB |
| 2026-10-04 | AI | Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation Unmodified original research PDF. CC BY 4.0. A 3B Lite and 29B Pro diffusion-model family producing synchronized five-second audio/video. Dual-stream CrossDiT connects pretrained video and audio streams; super-resolution raises SD outputs to Full HD. Article / complete PDF library | Open PDF 37.76 MB · large file |
| 2026-10-04 | AI | FlashDexRetarget: Accelerating Dexterous Manipulation Data Generation through Multi-Motion Retargeting Unmodified original research PDF. CC BY 4.0. Multi-reference reinforcement-learning retargeting shares policies across human hand-object demonstrations to generate robot trajectories. Authors report 90% success on a 50-motion benchmark at roughly 30 GPU-hours, versus roughly 46% and 3,000 GPU-hours for CHORD. Article / complete PDF library | Open PDF 16.12 MB |
| 2026-09-07 | AI | BOTANIC-1: a series of long-context plant genomic foundation models in the agentic era Unmodified original research PDF. CC BY 4.0. Plant genomic foundation-model family; models evaluate genomic variation and support a generalist AI agent as a specialist analysis tool. Article / complete PDF library | Open PDF 7.58 MB |
| 2026-10-07 | AI | Iris-3B: Going Beyond the Latent with Pixel-Space Diffusion Training, Conversion and Fine-Tuning Unmodified original research PDF. CC0 1.0. A three-billion-parameter pixel-space image generator, with experiments in depth estimation and restoration. Article / complete PDF library | Open PDF 18.57 MB |
| 2026-08-23 | Afterlife / Consciousness | Pete Peterson / Project Camelot video breakdown — linked research edition PDF breakdown of the Be Inspired YouTube video “The Most Dangerous Interview Ever Recorded?” with source links for Project Camelot, Gazzaniga split-brain research, CIA KUBARK, pineal/fluoride papers, ACOG/WHO, Joseph Chilton Pearce and Weston Price/Activator X context. | Open PDF → 0.09 MB |
| 2026-08-05 | AI | Science: A New Golden Age AI/science-policy report used in the Managing Expectations source-card on AI as scientific infrastructure: Genesis Mission, autonomous labs, bounties and productivity targets. | Open PDF → 1.31 MB |
| 2025 | AI | Situational Awareness: The Decade Ahead Long-form AI forecast/report on the next decade of frontier AI, included as an AI report entry because it frames timelines, capability expectations and governance risk. | Open PDF → 20.38 MB · large file |
| 2023-09 | UAP/UFO | NASA UAP Independent Study Team final report NASA independent study final report on unidentified anomalous phenomena: data-quality standards, reporting infrastructure and evidence limits. | Open PDF → 9.19 MB |
| 2023-09 | UAP/UFO | NASA UAP Independent Study Team final report — source copy Source-package copy of NASA’s UAP report used in the evidence-ladder records file. | Open PDF → 9.19 MB |
| 1973-11 | UAP/UFO | Project Moon Dust recovered-object records Historical Moon Dust / recovered space-object record bundle used for the Project Moon Dust source-card. | Open PDF → 0.95 MB |
| 2009-08 | UAP/UFO | Project Moon Dust August 2009 source file Moon Dust source-file PDF preserved for the UAP/UFO records trail. | Open PDF → 0.95 MB |
| 1983 | Afterlife / Consciousness | Gateway Process analysis CIA/Monroe Institute Gateway Process analysis PDF used in the afterlife/consciousness document lane. | Open PDF → 2.33 MB |
| Undated | Afterlife / Consciousness | Gateway program document Gateway program source PDF preserved in the CIA-afterlife/consciousness document set. | Open PDF → 0.66 MB |
| 2026-06-12 | BC / Public Policy | ICBC enhanced accident benefits guide Public-policy/insurance guide preserved in the ICBC no-fault source trail. | Open PDF → 0.23 MB |
| 2026-08-22 | How-to / Media | YouTube language popup and multilingual audio guide Shareable guide PDF for dealing with YouTube language/audio popups and multilingual settings. | Open PDF → 0.36 MB |
Reports category
2026-10-12 · AI · 0.13 MB
32-page editorial reader guide; not a collection of original papers. Includes source links and limitations.
Open PDF →2026-10-06 · AI · 0.02 MB
Google documentation text, reformatted under CC BY 4.0; not a research paper.
Open PDF →2026-10-04 · AI · 37.76 MB
Unmodified original research PDF. CC BY 4.0. A 3B Lite and 29B Pro diffusion-model family producing synchronized five-second audio/video. Dual-stream CrossDiT connects pretrained video and audio streams; super-resolution raises SD outputs to Full HD.
Open PDF →2026-10-04 · AI · 16.12 MB
Unmodified original research PDF. CC BY 4.0. Multi-reference reinforcement-learning retargeting shares policies across human hand-object demonstrations to generate robot trajectories. Authors report 90% success on a 50-motion benchmark at roughly 30 GPU-hours, versus roughly 46% and 3,000 GPU-hours for CHORD.
Open PDF →2026-09-07 · AI · 7.58 MB
Unmodified original research PDF. CC BY 4.0. Plant genomic foundation-model family; models evaluate genomic variation and support a generalist AI agent as a specialist analysis tool.
Open PDF →2026-10-07 · AI · 18.57 MB
Unmodified original research PDF. CC0 1.0. A three-billion-parameter pixel-space image generator, with experiments in depth estimation and restoration.
Open PDF →2026-08-05 · AI · 1.31 MB
AI/science-policy report used in the Managing Expectations source-card on AI as scientific infrastructure: Genesis Mission, autonomous labs, bounties and productivity targets.
Open PDF →2025 · AI · 20.38 MB · large file
Long-form AI forecast/report on the next decade of frontier AI, included as an AI report entry because it frames timelines, capability expectations and governance risk.
Open PDF →Reports category
2026-08-23 · Afterlife / Consciousness · 0.09 MB
PDF breakdown of the Be Inspired YouTube video “The Most Dangerous Interview Ever Recorded?” with source links for Project Camelot, Gazzaniga split-brain research, CIA KUBARK, pineal/fluoride papers, ACOG/WHO, Joseph Chilton Pearce and Weston Price/Activator X context.
Open PDF →1983 · Afterlife / Consciousness · 2.33 MB
CIA/Monroe Institute Gateway Process analysis PDF used in the afterlife/consciousness document lane.
Open PDF →Undated · Afterlife / Consciousness · 0.66 MB
Gateway program source PDF preserved in the CIA-afterlife/consciousness document set.
Open PDF →Reports category
2026-06-12 · BC / Public Policy · 0.23 MB
Public-policy/insurance guide preserved in the ICBC no-fault source trail.
Open PDF →Reports category
2026-08-22 · How-to / Media · 0.36 MB
Shareable guide PDF for dealing with YouTube language/audio popups and multilingual settings.
Open PDF →Reports category
2023-09 · UAP/UFO · 9.19 MB
NASA independent study final report on unidentified anomalous phenomena: data-quality standards, reporting infrastructure and evidence limits.
Open PDF →2023-09 · UAP/UFO · 9.19 MB
Source-package copy of NASA’s UAP report used in the evidence-ladder records file.
Open PDF →1973-11 · UAP/UFO · 0.95 MB
Historical Moon Dust / recovered space-object record bundle used for the Project Moon Dust source-card.
Open PDF →2009-08 · UAP/UFO · 0.95 MB
Moon Dust source-file PDF preserved for the UAP/UFO records trail.
Open PDF →