Atomic Claim Phase B — proposal review

Phase A / B completion — 2026-09-10

Historical Phase B checkpoint. The subsequent user-authorized Phase C–E audit and formal Apply are recorded in the completion report. The proposal details below remain unchanged for traceability.

Proposal-only completion at this checkpoint: all 494 non-PASS audit cards had a proposed disposition. This checkpoint alone was not Phase C coverage certification or permission to Apply.

  • Phase A: 57 resegmentation bundles READY (138 successors); all 204 split source cards READY (598 successors across batches 01–25).
  • Phase B: 181 / 181 READY, 0 BLOCKED: 95 META exclusions; 69 epistemic cards (68 repaired, one covered by RSG-012); 17 claim repairs (11 repaired, six excluded with source context retained).
  • Phase B totals: 101 exclusions, 79 repaired source cards producing 84 successor revisions, one resegmentation cross-reference with no duplicate action. Five compound epistemic repairs produce two successors each.
  • Combined successor proposals: 820. A cross-proposal identity check found no duplicate successor revision keys or duplicate source-action targets.
  • Production Claim Store, Decision Ledger, article contents and Neo4j remain unchanged. Phase C keyword/source coverage, integrated Apply planning and promotion remain pending.
  • Review: 80_review/10_atomic_claims/phase_b_remediation.md; machine preview: 90_system/audit/atomic_claim_phase_b/2026-09-10_preview.json.

Card dispositions

Exact evidence, revision fingerprints, proposed revisions and decision rationale are preserved in 90_system/knowledge_graph/state/atomic_claim_audit_v2/phase_b_plan_v1.json. Exclusion retains the original source; it is not deletion. READY validates proposal structure and source bindings, not full source coverage.

CardAudit categoryProposed outcomeSuccessorsRationale
SA260324R-0001META_EXCLUDEEXCLUDE0Qualitative event-recap framing (packed full of ground breaking announcements) rather than durable knowledge.
SA260324R-0004META_EXCLUDEEXCLUDE0was also a key topic is article/keynote framing, not durable substantive knowledge.
SA260324R-0006META_EXCLUDEEXCLUDE0This is our GTC 2026 recap is article metadata/navigation.
SA260324R-0007META_EXCLUDEEXCLUDE0Article-plan statement about addressing unanswered questions.
SA260324R-0008META_EXCLUDEEXCLUDE0Article-plan/navigation statement.
SA260324R-0009META_EXCLUDEEXCLUDE0Article-plan statement about introducing LP30 / explaining AFD.
SA260324R-0010META_EXCLUDEEXCLUDE0Article-plan statement describing what later sections will cover.
SA260324R-0011META_EXCLUDEEXCLUDE0Vague section transition (big updates / hidden details) without a durable specific proposition.
SA260324R-0012META_EXCLUDEEXCLUDE0Section-transition/navigation statement (First up is the Groq LPU).
SA260324R-0013CLAIM_REPAIRREPAIR_REVISION1Corrected subject/relation or generation materially changes the underspecified source identity.
SA260324R-0021META_EXCLUDEEXCLUDE0Article-navigation statement about reviewing the LPU architecture.
SA260324R-0022META_EXCLUDEEXCLUDE0Cross-reference to another article, not domain knowledge.
SA260324R-0035CLAIM_REPAIRREPAIR_REVISION1Corrected subject/relation or generation materially changes the underspecified source identity.
SA260324R-0056EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0057META_EXCLUDEEXCLUDE0cross-reference saying SemiAnalysis previously discussed SRAM in the memory hierarchy.
SA260324R-0058EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0067EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0068META_EXCLUDEEXCLUDE0paywall teaser about revealing the SerDes IP vendor and the answer being surprising.
SA260324R-0072EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0091META_EXCLUDEEXCLUDE0cross-reference saying the details were already in the Accelerator model.
SA260324R-0092META_EXCLUDEEXCLUDE0section-transition language (now that we understand what LPUs are good for...).
SA260324R-0106META_EXCLUDEEXCLUDE0self-referential research-process statement about working with hardware/memory companies for six months; not the substantive technical finding itself.
SA260324R-0128CLAIM_REPAIREXCLUDE0Exclude the vague difference shell; the subsequent FFN statelessness, dynamic KV loading and memory-footprint cards carry the actual distinctions.
SA260324R-0134META_EXCLUDEEXCLUDE0section-transition / rhetorical setup (let's look at LPX... interesting details).
SA260324R-0138META_EXCLUDEEXCLUDE0article-plan statement saying the production version will be described next.
SA260324R-0139META_EXCLUDEEXCLUDE0cross-reference saying the content was already detailed in the Accelerator model.
SA260324R-0147CLAIM_REPAIREXCLUDE0Exclude the rhetorical important-role shell; the following FPGA naming, NIC conversion and control-flow cards carry concrete functions.
SA260324R-0158META_EXCLUDEEXCLUDE0article-plan statement (we will share more when describing the network).
SA260324R-0159CLAIM_REPAIRREPAIR_REVISION1Restore source subject/qualifier without identity change.
SA260324R-0185EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0186EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0187EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0188EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0200CLAIM_REPAIRREPAIR_REVISION1Restore source subject/qualifier without identity change.
SA260324R-0209META_EXCLUDEEXCLUDE0roadmap list-introduction shell (our best estimate is as follows) rather than an actual roadmap item.
SA260324R-0210CLAIM_REPAIRREPAIR_REVISION1Corrected subject/relation or generation materially changes the underspecified source identity.
SA260324R-0211CLAIM_REPAIRREPAIR_REVISION1Corrected subject/relation or generation materially changes the underspecified source identity.
SA260324R-0215EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0220META_EXCLUDEEXCLUDE0vague transition noting that a prototype architecture has changed, without the concrete change itself.
SA260324R-0224META_EXCLUDEEXCLUDE0scope note saying the following details are based on Rubin Kyber prototypes.
SA260324R-0225EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0228META_EXCLUDEEXCLUDE0figure-caption content (Kyber midplane PCB, GPU side) rather than a research proposition; current §3§ placeholder also demonstrates poor normalization.
SA260324R-0229META_EXCLUDEEXCLUDE0pure source-caption attribution (Nvidia, SemiAnalysis).
SA260324R-0235EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0239EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0246EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0248EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0249EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0250EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0251EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0253EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0255EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0257EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0259META_EXCLUDEEXCLUDE0rhetorical analyst reaction (this seems illogical) without the substantive alternative hypothesis; keep the actual evidence and hypothesis in neighboring Claims instead.
SA260324R-0267META_EXCLUDEEXCLUDE0cross-reference saying SemiAnalysis previously showed a GB200 NVL576 concept; substantive architecture facts should live in their own Claims rather than the “we showed this before” wrapper.
SA260324R-0269EPISTEMIC_REPAIRREPAIR_REVISION2Epistemic review also exposes independent propositions; route through atomic decomposition, preserving each source scope without donating the composite lineage.
SA260324R-0270META_EXCLUDEEXCLUDE0institutional-research sales pitch / contact information.
SA260324R-0271META_EXCLUDEEXCLUDE0qualitative hype (Feynman will be exciting) rather than a durable technical proposition; the concrete technologies follow separately.
SA260324R-0275META_EXCLUDEEXCLUDE0paywall navigation saying possible configurations will be shown later.
SA260324R-0289META_EXCLUDEEXCLUDE0cross-reference saying CMX/ICMS was extensively discussed in prior research.
SA260324R-0306META_EXCLUDEEXCLUDE0pure figure/source caption attribution.
SA260324R-0311META_EXCLUDEEXCLUDE0pure figure/source caption attribution.
SA260324R-0313EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0316META_EXCLUDEEXCLUDE0paywall/article-plan statement about sharing supply-chain impacts.
SA260324R-0317META_EXCLUDEEXCLUDE0paywall/article-plan statement about covering LPX/Kyber beneficiaries.
SA260324R-0318META_EXCLUDEEXCLUDE0teaser that an unannounced rack concept will be revealed.
SA260324R-0322META_EXCLUDEEXCLUDE0article-navigation statement saying two topology options will be discussed later.
SA260324R-0323EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0327EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0329META_EXCLUDEEXCLUDE0list-introduction shell saying two rack-to-rack topologies are explored; the actual topology Claims follow.
SA260324R-0330EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0331EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0333META_EXCLUDEEXCLUDE0section-transition statement introducing supply-chain implications.
SA260324R-0334EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0338EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0339EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0345EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0350EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0352EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0357META_EXCLUDEEXCLUDE0narrative color saying an arrangement had been in the works for a long time and is now settled; the licensing event itself is already captured.
SA260324R-0358EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0360META_EXCLUDEEXCLUDE0vague qualitative lead-in that Nvidia is “in the driver’s seat” on IP; the proprietary Voronoi specification is the concrete durable fact.
SA260324R-0363EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0364EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0368EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
SA260324R-0369META_EXCLUDEEXCLUDE0institutional-subscriber sales pitch.
SA260324R-0376META_EXCLUDEEXCLUDE0figure-caption observation duplicating the substantive MPO-vs-OSFP architecture already captured by neighboring Claims.
SA260324R-0377META_EXCLUDEEXCLUDE0pure source-caption attribution.
SA260324R-0382CLAIM_REPAIRREPAIR_REVISION1Corrected subject/relation or generation materially changes the underspecified source identity.
VR2R-0015META_EXCLUDEEXCLUDE0Article-plan statement about what later sections will discuss.
VR2R-0016META_EXCLUDEEXCLUDE0Article navigation / section-plan fragment.
VR2R-0017META_EXCLUDEEXCLUDE0Article-plan statement about later design/component discussion.
VR2R-0018META_EXCLUDEEXCLUDE0Article-plan statement about later network coverage.
VR2R-0019META_EXCLUDEEXCLUDE0Article-plan statement about later logistics/supplier discussion.
VR2R-0020META_EXCLUDEEXCLUDE0Article-plan statement about the closing TCO/BoM/Power Budget discussion; estimate here describes planned content, not a durable extracted fact.
VR2R-0021META_EXCLUDEEXCLUDE0Paywall/content-navigation statement.
VR2R-0022META_EXCLUDEEXCLUDE0Article-plan statement about later HBM-ramp coverage.
VR2R-0023META_EXCLUDEEXCLUDE0SemiAnalysis product/tool launch metadata, not durable domain knowledge for the Research Vault graph.
VR2R-0024META_EXCLUDEEXCLUDE0Description of the SemiAnalysis companion model rather than the underlying VR NVL72 domain facts.
VR2R-0025META_EXCLUDEEXCLUDE0Rhetorical connective fragment (This is important because...) and not an independent durable proposition.
VR2R-0026EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0061CLAIM_REPAIRREPAIR_REVISION1Restore source subject/qualifier without identity change.
VR2R-0066META_EXCLUDEEXCLUDE0Explicit article-navigation statement about explaining the feature later.
VR2R-0075META_EXCLUDEEXCLUDE0Cross-promotion / subscription-research navigation rather than the underlying HBM supplier fact.
VR2R-0088EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0092EPISTEMIC_REPAIRREPAIR_REVISION2Epistemic review also exposes independent propositions; route through atomic decomposition, preserving each source scope without donating the composite lineage.
VR2R-0098EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0108CLAIM_REPAIRREPAIR_REVISION1Restore source subject/qualifier without identity change.
VR2R-0136CLAIM_REPAIREXCLUDE0The vague design-difference shell has no independent detail; concrete Grace/CX-9 architecture remains in VR2R-0137 and adjacent cards.
VR2R-0148EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0150META_EXCLUDEEXCLUDE0cross-reference to what SemiAnalysis discussed in an earlier GB200 article.
VR2R-0159META_EXCLUDEEXCLUDE0list-introduction header (system consists of the following components) without a durable component relation by itself.
VR2R-0170CLAIM_REPAIREXCLUDE0The deployment-calculus shell adds no independent proposition; the explicit disaggregation consequences remain in the following source cards and their resegmentation plans.
VR2R-0178CLAIM_REPAIRREPAIR_REVISION1Restore source subject/qualifier without identity change.
VR2R-0180EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0184CLAIM_REPAIREXCLUDE0The generic compute-tray-change shell adds no independent fact; cable elimination, assembly-time attribution and modular connections are represented in subsequent cards.
VR2R-0188META_EXCLUDEEXCLUDE0article-navigation wording (to understand the compute tray, first understand six modules).
VR2R-0216EPISTEMIC_REPAIRCOVERED_BY_RESEGMENTATION0RSG-012 already rejects this fragment and reuses EXPECTED VR2-0218; do not allocate or retire it twice.
VR2R-0238EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0246META_EXCLUDEEXCLUDE0list-introduction header (management modules include the following).
VR2R-0275META_EXCLUDEEXCLUDE0article/section plan describing what later sections will discuss.
VR2R-0276META_EXCLUDEEXCLUDE0article/section plan describing what later sections will discuss.
VR2R-0278META_EXCLUDEEXCLUDE0list-introduction statement (this design has two reasons) without durable knowledge by itself.
VR2R-0287EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0298META_EXCLUDEEXCLUDE0explanatory navigation (first, we must understand why...).
VR2R-0313META_EXCLUDEEXCLUDE0highway-bump analogy for PCB discontinuities; explanatory rhetoric rather than durable technical fact.
VR2R-0334META_EXCLUDEEXCLUDE0article-navigation statement about discussing materials upgrades below.
VR2R-0355CLAIM_REPAIRREPAIR_REVISION1Restore source subject/qualifier without identity change.
VR2R-0365META_EXCLUDEEXCLUDE0qualitative rhetorical shell (takes liquid cooling to the next level); concrete cooling facts follow separately.
VR2R-0377META_EXCLUDEEXCLUDE0vague lead-in (cold plate has several upgrades) rather than a specific durable proposition.
VR2R-0423META_EXCLUDEEXCLUDE0editorial framing about the most notable point in the cooling discussion.
VR2R-0424META_EXCLUDEEXCLUDE0surprise/reaction framing for the cooling-supplier ecosystem; the substantive 45°C capability is captured separately.
VR2R-0425META_EXCLUDEEXCLUDE0broad author framing (continuation of existing trends) without a sufficiently specific reusable proposition.
VR2R-0438EPISTEMIC_REPAIRREPAIR_REVISION2Epistemic review also exposes independent propositions; route through atomic decomposition, preserving each source scope without donating the composite lineage.
VR2R-0441META_EXCLUDEEXCLUDE0rhetorical question about how Nvidia cools the heat monster.
VR2R-0442META_EXCLUDEEXCLUDE0article-transition statement (before answering, another consideration).
VR2R-0449META_EXCLUDEEXCLUDE0vague framing (cooling follows straightforward physics); the actual flow/temperature/pressure propositions follow separately.
VR2R-0462EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0468EPISTEMIC_REPAIRREPAIR_REVISION2Epistemic review also exposes independent propositions; route through atomic decomposition, preserving each source scope without donating the composite lineage.
VR2R-0470EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0485META_EXCLUDEEXCLUDE0article-history / cross-reference framing about what the 2024 GB200 article discussed.
VR2R-0488META_EXCLUDEEXCLUDE0section plan describing what will be discussed next.
VR2R-0503META_EXCLUDEEXCLUDE0editorial setup saying two possible scenarios will be presented next.
VR2R-0514META_EXCLUDEEXCLUDE0qualitative lead-in (evolutionary, not revolutionary) without a sufficiently concrete durable technical relation.
VR2R-0516META_EXCLUDEEXCLUDE0navigation to a separate future article.
VR2R-0518EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0576EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0577META_EXCLUDEEXCLUDE0list-introduction header (three flavors) without the actual deployment relations.
VR2R-0582EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0593EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0594CLAIM_REPAIREXCLUDE0Exclude the formula-introduction shell, which contains no formula. The source equation and the explicit calculation cards VR2R-0597 / VR2R-0601 remain preserved; the general formula coverage check is reserved for Phase C.
VR2R-0595META_EXCLUDEEXCLUDE0illustrative setup announcing two hypothetical scenarios rather than one of the scenario results.
VR2R-0596EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0597EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0599EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0600EPISTEMIC_REPAIRREPAIR_REVISION2Epistemic review also exposes independent propositions; route through atomic decomposition, preserving each source scope without donating the composite lineage.
VR2R-0601EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0614EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0617META_EXCLUDEEXCLUDE0a rhetorical question split across two cards; neither is durable knowledge.
VR2R-0618META_EXCLUDEEXCLUDE0a rhetorical question split across two cards; neither is durable knowledge.
VR2R-0626META_EXCLUDEEXCLUDE0comparison setup describing the basis of the following calculation.
VR2R-0652EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0656META_EXCLUDEEXCLUDE0list-introduction shell stating that there are two hyperscaler backend deployment forms; the durable forms are already carried by the following rows.
VR2R-0659EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0665EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0682META_EXCLUDEEXCLUDE0vague event/lead-in saying Jensen mentioned benefits of the cableless design; the concrete assembly-time result is the substantive fact.
VR2R-0683EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0689EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0691META_EXCLUDEEXCLUDE0self-reference describing what the Component BoM / Power Budget Model analyzes.
VR2R-0695META_EXCLUDEEXCLUDE0model-methodology self-reference about using a four-year useful life for capital-cost/hour calculation.
VR2R-0697META_EXCLUDEEXCLUDE0source-methodology preference for Project IRR rather than a domain fact about the underlying systems.
VR2R-0699EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0700META_EXCLUDEEXCLUDE0rhetorical “Central Bank of AI” restatement; the concrete customer-memory-price exposure proposition is already represented separately.
VR2R-0709EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0715META_EXCLUDEEXCLUDE0article-navigation statement about what detailed numbers will be shown next.
VR2R-0725META_EXCLUDEEXCLUDE0comparison-methodology caveat describing the source’s chosen marketed-dense-PFLOP basis rather than a standalone system fact.
VR2R-0728EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0730EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0744EPISTEMIC_REPAIRREPAIR_REVISION1Same proposition identity; correct source certainty/attribution and make inherited context explicit.
VR2R-0746META_EXCLUDEEXCLUDE0cross-promotion / paywalled Accelerator Model teaser.
VR2R-0749META_EXCLUDEEXCLUDE0cross-promotion stating that another supply-chain detail is available in the Accelerator Model note.