A) Prime Questions (Energy-Engine Audit Keys)
#section-aThese are the non-negotiable “what is this resource actually claiming?” interrogations that prevent drift outside Module 4.
- Primary bottleneck claim: is the limiter claimed as substrate, hormone signaling, mitochondrial throughput, redox/respiration, nutrient partitioning, epigenetic/aging pathways, or tumor energetics?
- Timescale claim: acute (hours–days), medium (weeks–months), or long-horizon (years / aging)?
- Mechanism type: fuel selection (glucose/fat/ketone), signal (insulin/IGF-1/mTOR/AMPK/sirtuins), organelle capacity (mitochondria), systemic allocation (repair vs growth), pathologic state (T2D, NAFLD, cancer metabolism).
- Dominance evidence: what is offered as the “constraint wins” proof—clinical outcomes, biomarkers, physiology, or narrative inference?
- Boundary test: does the resource smuggle in Barrier/Ecology, Structure, or Safety/Timing as the real cause? If yes, it is out-of-jurisdiction unless framed as downstream.
B) Canon Resource Map (by Sub-domain)
#section-bB1) Cell danger, mitochondrial bandwidth, repair-stall framing (Naviaux → Wahls overlap) anchors + translation + adversarial checks
Primary papers (anchor layer)
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Naviaux — Metabolic features of the cell danger response (PubMed)
Canonical CDR anchor for metabolic-state framing.
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Naviaux — Incomplete Healing as a Cause of Aging (PMC, open access)
Aging framed as persistent repair incompletion / healing stall.
Clinical / translation vectors (Wahls)
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Wahls — MS fatigue diet trial (PubMed record; modified Paleo vs Swank)
Trial design / intent object for translational clinical framing.
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Wahls TEDx — “Minding Your Mitochondria” (TEDxIowaCity)
Origin narrative for mitochondria / food-as-therapy framing.
Adversarial checks
- What is the specific throughput limiter: ETC capacity, substrate transport, redox imbalance, signaling shutdown, or another bottleneck?
- Does the claim actually require Barrier/Ecology dominance (food reactivity, microbiome) but present itself as pure “energy”?
B2) Insulin signaling, fructose/processed food critique, metabolic disease as growth dysregulation (Lustig ↔ Fung ↔ Attia) insulin/fructose/fasting/measurement line
Lustig (fructose / insulin / processed food)
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“Sugar: The Bitter Truth” (canonical entry)
Lustig’s own page for the core lecture anchor.
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No Added Sugar Filter (constraint implementation tool)
Practical filter/tool page for label-level sugar exclusion.
Fung + Attia (fasting / hyperinsulinemia / definitions)
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Attia × Fung #59 — fasting, insulin resistance, modality definitions
Core dialogue for fasting-as-insulin-lowering framing.
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The Fasting Method podcast hub
Applied fasting logic and recurring clinical Q&A surface.
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Attia metabolic disease topic index (includes Lustig episode presence)
Index anchor for broader metabolic disease topic map.
Adversarial checks
- If “insulin is the root cause” is asserted as a universal solvent, require dominance evidence against alternative bottlenecks (mitochondrial impairment, tumor energetics, thyroid/CO₂ framing).
B3) Fasting modalities & periodic cycling (Longo ↔ Fung tension line; Patrick as conduit) taxonomy / modality / refeed emphasis
Longo (periodic fasting / FMD / refeed)
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FoundMyFitness × Longo — core synthesis (FMD, longevity, cancer, MS framing)
Main Longo interview anchor in this module.
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Longo modality distinctions clip — CR vs TRE vs prolonged fasting
High-value taxonomy clarifier; definition control object.
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FoundMyFitness × Longo (follow-up; origins + refeed emphasis)
Follow-up interview with stronger origin and refeed framing.
Fung (intermittent / extended fasting clinical lens)
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Attia × Fung #59 — definitions + clinical framing
Core compare/contrast point with periodic/FMD style framing.
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The Fasting Method podcast hub
Ongoing applied fasting logic stream.
Adversarial checks
- “Fasting” is not a single intervention. Definition control is the hidden battleground (TRE vs ADF vs multi-day vs FMD).
- Watch for claims that are actually behavior/compliance narratives unless explicitly tied back to insulin signaling or energy throughput.
B4) Aging pathways, epigenetic information, sirtuins/NAD narratives (Sinclair; Patrick as conduit) mechanism plausibility vs human outcome proof
Primary research anchor
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Primary anchor for the epigenetic information framing.
High-signal synthesis interview
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FoundMyFitness × Sinclair episode
Mechanisms + translation + supplements narrative context.
Adversarial checks
- Separate mechanism plausibility from demonstrated human outcome proof.
- If a resource implies aging-pathway optimization overrides cancer metabolism constraints, require a Seyfried cross-check.
B5) Cancer metabolism as mitochondrial respiratory failure / fermentation compensation (Seyfried) tumor energetics / press-pulse / therapy framing
Primary anchor
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Seyfried — Press-Pulse strategy (PMC, open access)
Canonical metabolic cancer therapy framing anchor.
Deep interview anchor
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Long-form discussion object within the same module boundary.
Adversarial checks
- Demand clarity on glucose vs glutamine dependence and what is claimed versus what is shown.
- Track whether ketosis is discussed as therapy context versus universal lifestyle claim.
- If the argument becomes immune/terrain-first, flag as Module 5 unless explicitly subordinated.
B6) Thyroid/CO₂/respiration rate as energetic master variable (Ray Peat) respiration-layer reframing
Primary corpus gateway
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Ray Peat article index (canonical entry point)
Core corpus gateway for respiration / CO₂ / thyroid-centric framing.
Adversarial checks
- Identify the recurrent dominance claim: respiration/CO₂/thyroid → metabolic rate as master constraint.
- Cross-validate against insulin-centric and tumor-energetics-centric claims rather than treating any single frame as universal.
C) Canon Resource Map (by Person)
#section-cTerry Wahls
Mitochondrial recovery + clinical application narrative
Robert Naviaux
CDR + incomplete healing as system-level metabolic state
Robert Lustig
Fructose / processed food → insulin resistance / metabolic disease framing
Jason Fung
Fasting as insulin / hyperinsulinemia lever; clinical fasting logic
Valter Longo
Periodic fasting / FMD + refeed emphasis
David Sinclair
Aging pathway narratives + epigenetic information framing
Thomas Seyfried
Cancer as metabolic disease; mitochondrial dysfunction
Peter Attia
Measurement / optimization culture inside Energy Engine
Rhonda Patrick
Translation conduit; deep dives + interviews
Bryan Johnson
Measurement maximalism; protocol-as-system
D) Contradiction Engine — Module 4 Conflict Lines (Resource Pairings)
#section-d2) Fasting as primary lever: intermittent/clinical vs periodic/FMD
Clinical fasting modalities
Periodic fasting / FMD / refeed taxonomy
3) Aging pathway optimization vs cancer metabolism constraint
Aging pathway / epigenetic information framing
Tumor energetics / fermentation compensation framing
4) “Repair bandwidth” as mitochondrial state vs as endocrine/insulin state
CDR / incomplete healing / repair stall
Hyperinsulinemia / substrate overflow
E) Failure Modes (Module 4 Specific)
#section-e- Universal-solvent insulinism: everything becomes insulin; mitochondria/respiration become props.
- Universal-solvent mitochondriaism: everything becomes mitochondria; insulin signaling becomes downstream handwaving.
- Fasting-definition collapse: TRE = IF = multi-day = FMD (category error).
- Aging-pathway inflation: sirtuins/NAD/epigenetics become destiny without human outcome constraint.
- Cancer-metabolism absolutism: tumor energetics becomes a general theory of all disease without dominance proof.
- Measurement capture: metrics become causal explanation (measurement culture replacing mechanism).
F) Minimal Canon Entry Sequence (Three Doors)
#section-fDoor 1 — Metabolic disease / insulin / processed food
Sequence emphasizes fructose / insulin / metabolic disease framing and an implementation artifact.
Door 2 — Mitochondrial state / CDR / repair stall
Sequence emphasizes cell danger response, incomplete healing, and translational mitochondria narrative.
Door 3 — Longevity pathways + cancer metabolism constraint
Sequence pairs aging pathway narratives with a tumor energetics constraint line.
Link Audit / Corrections Applied
#section-link-audit- Added missing direct link: Wahls TEDx “Minding Your Mitochondria” (TEDxIowaCity video).
- Added missing direct link: Lustig “Sugar: The Bitter Truth” (Lustig site page).
- Corrected mismatch: “Rejuvenation Olympics” previously pointed to a non-matching URL.
- Corrected mismatch: “Don’t Die: The Man Who Wants to Live Forever” previously pointed to a Valter Longo page.
- Normalized URLs: removed tracking parameters in rendered links for cleaner canonical direct linking.
The rendered page uses canonical direct URLs (no utm_source query strings) to keep the atlas clean and easier to maintain.
Appendix — Link Ledger (De-duplicated Core Links)
#section-ledgerThis ledger is the maintenance surface: one row per canonical resource link used in the page. It makes future edits and link checks straightforward.
| Group | Resource | URL |
|---|---|---|
| Naviaux | CDR metabolic features (PubMed) | pubmed.ncbi.nlm.nih.gov/23981537/ |
| Naviaux | Incomplete Healing as a Cause of Aging (PMC) | pmc.ncbi.nlm.nih.gov/articles/PMC6627909/ |
| Wahls | MS fatigue diet trial (PubMed) | pubmed.ncbi.nlm.nih.gov/29866196/ |
| Wahls | TEDx “Minding Your Mitochondria” | youtube.com/watch?v=KLjgBLwH3Wc |
| Lustig | “Sugar: The Bitter Truth” | robertlustig.com/sugar-the-bitter-truth/ |
| Lustig | No Added Sugar Filter | robertlustig.com/no-added-sugar-filter/ |
| Fung / Attia | Attia × Fung #59 | peterattiamd.com/jasonfung/ |
| Fung | The Fasting Method podcast hub | thefastingmethod.com/podcasts/ |
| Attia | Metabolic disease topic index | peterattiamd.com/category/risks/metabolic-disease/page/5/ |
| Longo / Patrick | FMF × Longo (core) | foundmyfitness.com/episodes/valter-longo |
| Longo / Patrick | FMF Longo modality clip | foundmyfitness.com/episodes/comparing-different-food-limiting-modalities |
| Longo / Patrick | FMF × Longo follow-up | foundmyfitness.com/episodes/valter-longo-2 |
| Sinclair | Cell 2023 paper (PubMed) | pubmed.ncbi.nlm.nih.gov/36638792/ |
| Sinclair / Patrick | FMF × Sinclair | foundmyfitness.com/episodes/david-sinclair |
| Seyfried | Press-Pulse strategy (PMC) | pmc.ncbi.nlm.nih.gov/articles/PMC5324220/ |
| Seyfried / Attia | Attia × Seyfried #30 | peterattiamd.com/tomseyfried/ |
| Ray Peat | Article index | raypeat.com/articles/ |
| Patrick | Episodes index / archive gateway | foundmyfitness.com/episodes |
| Bryan Johnson | Blueprint protocol page | blueprint.bryanjohnson.com/.../bryan-johnsons-protocol |
| Bryan Johnson | Rejuvenation Olympics | rejuvenationolympics.com/ |
| Bryan Johnson | Netflix “Don’t Die” title page | netflix.com/title/81757532 |
| Asprey | The Human Upgrade (Apple Podcasts) | podcasts.apple.com/.../id451295014 |
| Ben Greenfield | Boundless podcast hub | bengreenfieldlife.com/podcast/boundless-podcast/ |
Optional next artifact (same style): a de-duplicated Resource Ledger tagging each item by primitive, sub-domain, and contradiction line.