log

Wiki Operation Log

Append-only changelog of all wiki operations. Most recent entries at top.

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2026-04-28 — LINT: Full health check, 10 backslash fixes, 20 stubs created

Operation: LINT (full wiki health check) Operator: Claude (claude-sonnet-4-6) Scope: 236 pages across concepts/, entities/, sources/, outputs/

Issues Found & Fixed

Category	Found	Fixed	Remaining
Backslash artifacts (| in wikilinks)	10	10	0
Bad-slug links (coinlist-entity)	2	2	0
Missing stub pages	20	20	0
Wrong-case wikilinks	~17	4 (partial)	~13 (flagged)
Missing frontmatter fields	0	—	0
New contradictions	0	—	0
Stale sources (>6 months)	14	—	14 (all carry-forwards, low risk)
Orphan pages	0	—	0

Files Modified (backslash fixes)

• concepts/ethereum.md — 1 fix
• concepts/healthy-aging.md — 4 fixes
• sources/ludgate-hayes-2024-diets-supplements-thyroid.md — 1 fix
• sources/tessier-2025-optimal-dietary-patterns-healthy-aging.md — 4 fixes

Files Modified (link corrections)

• entities/angellist.md — coinlist-entity → coinlist; wrong-case Related links fixed
• sources/stankovic-2021-naval-ravikant-profile.md — coinlist-entity → coinlist
• sources/wikipedia-2025-naval-ravikant.md — wrong-case Key Concepts links fixed

Stub Pages Created (20)

Concepts (7): proof-of-work, gas, liquid-staking, dietary-patterns, insomnia, startup-ecosystem, bhagavad-gita Entities (13): venture-hacks, devcon, coinlist, kamal-ravikant, osho, krishnamurti, marina-fischer, university-of-calgary, chainalysis, quera, elon-musk, perplexity, meta

Index Updated

• Concepts: 147 → 154
• Entities: 61 → 74
• date_modified: 2026-04-28
• All 20 new pages added to appropriate sections

Stats

Category	Count
Files fixed (backslash/slug)	7
Stub pages created	20
Index rows added	20
Total files modified	8 (7 existing + index.md)
Total files created	21 (20 stubs + lint report)

Full report: lint-2026-04-28

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2026-04-26 — TRIAGE AUDIT + LINT FIX: Full raw/ survey, 1 concept created

Operation: TRIAGE (full raw/ audit) + LINT FIX (broken wikilink) Operator: Claude (claude-sonnet-4-6)

Triage: Full raw/ Survey

All files in raw/articles/ and raw/papers/ were systematically read and compared against existing wiki/sources/ entries. Result: no substantive raw files lack a corresponding wiki/sources/ summary. All 45 ingested sources are accounted for.

Files newly confirmed as junk/skipped (not previously documented in log):

File	Reason skipped
naval-ravikant.md	Wikipedia article — duplicate of wikipedia-2025-naval-ravikant.md (same URL)
naval-ravikant-the-angel-philosopher-the-knowledge.md	Knowledge Project Ep. #18 transcript — already ingested as parrish-2019-naval-ravikant-knowledge-project.md (log entry had a different filename; wiki source body correctly records the actual file path)
naval-ravikant-the-genius-mind-behind-angellist-an.md	StartupTalky.com biography — biographical facts covered by grokipedia/wikipedia/stankovic; no unique primary content
naval-ravikant-the-visionary-entrepreneur-and-ange.md	LinkedIn pulse article — generic overview, no primary content
discovering-the-success-of-naval-ravikant-a-life-s.md	atouchofbusiness.com biography — biographical facts fully covered by existing sources
who-is-naval-ravikant-and-10-things-he-said-about.md	Hindustan Times listicle (Oct 2024) — 10 Naval quotes all present in existing sources
why-naval-ravikant-thinks-remote-work-is-the-futur.md	Empty — frontmatter only, no article body (Wellfound scrape failure)
keane-2026-what-i-think-about-naval-ravikants.md	Personal reader commentary on the Almanack — secondary source with no primary content
magazine-2025-naval-ravikant-entrepreneur-investo.md	CorD Magazine sidebar/navigation page — article did not load; no content
naval-is-an-incredible-source-of-wisdom-this-book.md	navalmanack.com table of contents page — no article body
the-almanack-of-naval-ravikant-summary.md	Bookey.app listing page — book metadata/navigation only
naval-2.md	YouTube channel page — no content
naval-4.md	nav.al podcast blurb (2 lines) — too thin
etherscanio-2026-the-ethereum-blockchain-explorer.md	Etherscan homepage live stats — price/volume/TPS snapshots, not a source document
etherscanio-2026-token.md	Etherscan USDT token page — live market data, not a source document
ethereum-explorer.md	OKLink explorer homepage — live blockchain stats
the-internet-that-belongs-to-you.md	ethereum.org homepage — marketing copy, covered by ethereumorg-2026-what-is-ethereum.md
explore-our-questions.md	Ethereum StackExchange tag listing — navigation only
home.md	Ethereum Foundation blog listing page — no article content
naval-ravikant-inspirational-quote.md	Pinterest idea board — no content
amazonca.md / amazoncom.md	Amazon product listing error pages — no content

Lint Fix: Broken Wikilink → [[happiness-philosophy]]

During triage, a broken wikilink was discovered in wiki/sources/parrish-2019-naval-ravikant-knowledge-project.md: the concept [[happiness-philosophy]] was referenced but no page existed. CLAUDE.md rule: “Never leave a wikilink pointing to nothing — always create at least a stub.”

The concept appears substantively in 3 sources (parrish-2019, ferriss-2020, grokipedia-2026) → qualifies for a full article.

Concept Page Created

File	Status
wiki/concepts/happiness-philosophy.md	final

Content: Naval Ravikant’s happiness framework — desirelessness as the core definition; the monkey mind as the primary obstacle; anxiety as liability; the 60/60 meditation practice; Eastern philosophy foundations (Krishnamurti, Osho, Bhagavad Gita/karma yoga, Stoicism, Taoism); freedom-from vs freedom-to; single-player game framing; practical habits table. Cross-linked to meditation, long-term-thinking, wealth-creation, skin-in-the-game, system-1-system-2.

Index Updates

• wiki/index.md — Added [[happiness-philosophy]] row to “Personal Development” sub-section under Entrepreneurship, Philosophy & Personal Development
• Updated concept count: 146 → 147
• Updated date_modified and “Last updated” to 2026-04-26

Stats

Category	Count
Raw files triaged (new)	21
Raw files with new content found	0
Concept pages — full (new)	1
Broken wikilinks fixed	1
Total files created	1
Total files modified	2 (index.md, log.md)

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2026-04-25 — INGEST: Naval Ravikant cluster (7 sources, 6 concepts, 5 entities)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 7 (from raw/articles/; ~12 files skipped as junk — YouTube metadata pages, nav/homepage scraped pages, LinkedIn blank, wiki duplicate, about.me, and thin social media pages) New domain: Entrepreneurship, Philosophy & Personal Development

Sources Ingested

1. raw/articles/naval-ravikant-wiki.md → wiki/sources/wikipedia-2025-naval-ravikant.md — Wikipedia biographical article: early life (Queens, Stuyvesant, Dartmouth), Epinions lawsuit, Hit Forge, Venture Hacks, AngelList, MetaStable, CoinList, Spearhead, Airchat, Impossible Computer Company; notable investments; philosophical overview. status: final.

2. raw/articles/avenging-angel.md → wiki/sources/smillie-2014-avenging-angel.md — Dartmouth Alumni Magazine (Eric Smillie ‘02, Nov–Dec 2014): Epinions betrayal narrative with direct quotes; Venture Hacks → AngelList arc; six months lobbying Congress for the 2012 JOBS Act; AngelList syndicates model illustrated via Tim Ferriss’s “$3–4M automatic backing.” status: final.

3. raw/articles/shane-parrish-2019-the-knowledge-project-naval-rav.md → wiki/sources/parrish-2019-naval-ravikant-knowledge-project.md — Farnam Street Knowledge Project Ep. #18 (Shane Parrish, Aug 17 2019): reading as foundational practice (1–2 hrs/day), monkey mind habit, happiness as absence of desire, foundational values (honesty/long-termism/peer relationships/no-anger), macro vs micro patience, single-player vs. multi-player games. status: final.

4. raw/articles/stankovic-2021-naval-ravikant-complete-profile-and.md → wiki/sources/stankovic-2021-naval-ravikant-profile.md — Unblock.net long-form profile (Ana Stankovic, c. 2021): career arc, AngelList syndicates mechanics, Naval’s 37-tweet blockchain manifesto (“Bitcoin is a tool for freeing humanity from oligarchs and tyrants, dressed up as a get-rich-quick scheme”), MetaStable Capital (540% returns by 2017), CoinList ($1.5Bvaluation2021),Spearhead(635startups,$10B+ value by 2021), five life lessons. status: final.

5. raw/articles/ferriss-2020-naval-ravikant-on-happiness-anxiety.md → wiki/sources/ferriss-2020-naval-ravikant-happiness-anxiety.md — Tim Ferriss Show Ep. 2 with Naval (Oct 16 2020, AI summary via Summify.io): Feynman/falsifiability, wealth creation framework (equity/specific knowledge/leverage/productise yourself), anxiety as liability, 60/60 meditation practice, crypto as sovereign-resistant wealth (Bitcoin=digital gold; stablecoin risks: fraud/censorship/blow-up), long-term as master principle. status: final.

6. raw/articles/naval-ravikant-2.md → wiki/sources/grokipedia-2026-naval-ravikant.md — Grokipedia encyclopaedia article (scraped 2026-04-25; events through early 2026): most encyclopaedic single source — full biography, all 8+ ventures with details and financial outcomes, 200+ investments with dollar amounts, complete structured philosophical framework (specific knowledge/leverage/accountability/equity/productise/wealth=assets earning while you sleep), Eastern philosophy influences (Bhagavad Gita/karma yoga, Krishnamurti, Osho, Stoicism), recent activity through 2026 including “A Motorcycle for the Mind” vibe-coding essay and Impossible Computer Company. status: final.

7. raw/articles/maurer-2024-3-things-money-cant-buynaval-ravika.md → wiki/sources/maurer-2024-naval-ravikant-wealth-philosophy.md — Forbes (Tim Maurer, Sep 29 2024): three things money cannot buy (time, health, inner peace/authentic freedom); behavioural finance framing (hedonic adaptation, Kahneman/Deaton $75K finding); “true wealth is not a number but a state of being.” status: final.

Concept Pages Created

Full articles (appear in 2+ sources):

File	Status
wiki/concepts/wealth-creation.md	final
wiki/concepts/specific-knowledge.md	final
wiki/concepts/leverage.md	final
wiki/concepts/angel-investing.md	final

Stubs (single primary source or limited coverage):

File	Status
wiki/concepts/long-term-thinking.md	stub
wiki/concepts/meditation.md	stub

Entity Pages Created

File	Status
wiki/entities/naval-ravikant.md	final
wiki/entities/angellist.md	final
wiki/entities/babak-nivi.md	final
wiki/entities/tim-ferriss.md	final
wiki/entities/eric-jorgenson.md	final

Index Updates

• Added new domain: “Entrepreneurship, Philosophy & Personal Development” to the domain list
• Added ## Sources — Entrepreneurship, Philosophy & Personal Development section: 7 source rows
• Added ## Concepts — Entrepreneurship, Philosophy & Personal Development section: 6 concept rows (2 sub-sections: Wealth & Economic Philosophy, Personal Development)
• Added ## Entities — Entrepreneurship, Philosophy & Personal Development section: 5 entity rows
• Updated counts: Sources 38→45, Concepts 140→146, Entities 56→61

Triage Note (Skipped Files)

~12 raw/articles/ files assessed as non-substantive:

• joe-rogan-experience-1309-naval-ravikant.md — YouTube metadata only (title/uploader/view count, no transcript)
• naval-3.md — nav.al homepage (newsletter signup page, no content)
• naval.md — nav.al homepage duplicate
• untitled.md — LinkedIn blank page
• chapter-list.md — navalmanack.com table of contents (no article content)
• ravikant-2026-naval-ravikant.md — about.me profile card
• naval-ravikant-wiki-age-wife-children-family-biogr.md — wikibio.in biographical duplicate (covered by grokipedia)
• Various social media pages, navigation stubs, and error pages

Stats

Category	Count
Source summaries (new)	7
Concept pages — full (new)	4
Concept pages — stub (new)	2
Entity pages (new)	5
Total files created	18
Total files modified	2 (index.md, log.md)

Domain Note

This ingest opens a new Entrepreneurship, Philosophy & Personal Development domain centred on Naval Ravikant’s work. Key new cross-links: wealth-creation ↔ specific-knowledge ↔ leverage (the three pillars); angel-investing ↔ angellist ↔ babak-nivi; long-term-thinking ↔ meditation (personal development converge); blockchain ↔ bitcoin (existing crypto domain now cross-linked to Naval’s philosophical framing of Bitcoin as freedom tool). The Naval cluster also creates organic connections to loss-aversion and skin-in-the-game in the Psychology/Risk domains, and to blockchain/bitcoin/cryptocurrency in the Crypto domain.

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2026-04-24 — INGEST: Neural_network.docx (Karpathy micrograd lecture)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Source processed: raw/articles/Neural_network.docx

Source Ingested

• raw/articles/Neural_network.docx → wiki/sources/karpathy-2022-micrograd-backpropagation.md — Andrej Karpathy’s lecture transcript from Neural Networks: Zero to Hero (2022). Builds micrograd (scalar autograd engine) from scratch, covering backpropagation, chain rule, topological sort, and MLP architecture. Primary source for the neural networks / deep learning domain. status: final.

New Concept Pages Created

File	Status
wiki/concepts/backpropagation.md	final
wiki/concepts/neural-network.md	final
wiki/concepts/automatic-differentiation.md	final
wiki/concepts/multi-layer-perceptron.md	final
wiki/concepts/loss-function.md	final
wiki/concepts/gradient-descent.md	final
wiki/concepts/computational-graph.md	draft (stub)
wiki/concepts/chain-rule.md	draft (stub)

New Entity Pages Created

File	Status
wiki/entities/andrej-karpathy.md	final
wiki/entities/micrograd.md	final
wiki/entities/pytorch.md	final

Index Updates

• Added source entry under new AI & Technology — Machine Learning Fundamentals section
• Added 8 concept entries under new Concepts — Machine Learning Fundamentals section
• Added 3 entity entries under Entities — AI & Technology section
• Updated counts: Sources +1 (38 total), Concepts +8 (140 total), Entities +3 (56 total)

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2026-04-24 — INGEST: 7 new sources (Ethereum ecosystem deep-dive batch)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 7 (from raw/articles/ — previously unevaluated files containing substantive Ethereum content) Skipped: ~29 raw/articles/ files assessed as junk (price tickers, nav pages, login-blocked pages, scraper artefacts) + scrape-log.json + Neural_network.docx (binary)

Sources Ingested

1. raw/articles/ethereum-3.md → wiki/sources/grokipedia-2026-ethereum-history.md — Grokipedia encyclopaedia article: complete Ethereum history 2011–2026, EVM architecture, Gasper consensus, ether supply economics, upgrade timeline through Pectra (May 2025) and Fusaka (Dec 2025), post-quantum preparations. The most historically comprehensive single source in the knowledge base. status: final.

2. raw/articles/ethereum-classicpriceetc50.md → wiki/sources/coinmarketcap-2026-ethereum-classic.md — CoinMarketCap ETC profile: Ethereum Classic’s origin in the 2016 DAO hack fork, “code is law” philosophy, proof-of-work consensus (Etchash), market data (~$1.25B cap, rank #50), upgrade history. status: final.

3. raw/articles/go-ethereum.md → wiki/sources/geth-2026-go-ethereum-client.md — Official Geth website: Geth as the Go implementation of Ethereum; execution client role post-Merge; Engine API; “Don’t trust, verify” rationale for running a node; funded by Ethereum Foundation. status: final.

4. raw/articles/ethereum-foundation.md → wiki/sources/ethereumorg-2026-ethereum-foundation.md — ethereum.org/foundation: EF mandate (steward, not controller), three work areas (protocol dev, ecosystem funding, research), key programmes (ESP, Academic Grants, Devcon, Bug Bounty). status: final.

5. raw/articles/bybit.md → wiki/sources/bybit-2026-eth-usdt-spot-trading.md — Bybit ETH/USDT spot trading page: exchange overview, order types, perpetual contracts (linear/inverse), fees, ETH Earn products (byETH liquid staking), Bybit Web3 tools, security architecture. status: final.

6. raw/articles/what-is-ethereum.md → wiki/sources/web3canada-2026-what-is-ethereum.md — Web3Canada/Zeneca beginner explainer: layered framework (ether → gas → smart contracts → dApps), Bitcoin vs Ethereum distinction, “world’s decentralised computer” framing. status: final.

7. raw/articles/what-is-ethereum-eth.md → wiki/sources/kraken-2024-what-is-ethereum.md — Kraken Learn (Nov 2024): Buterin origin story, Bitcoin vs Ethereum (calculator vs smartphone), staking mechanics, dApp ecosystem, ETH as productive asset vs Bitcoin as store of value. status: final.

Concept Pages Created (6)

Full articles (appear in 2+ sources):

• wiki/concepts/ethereum-classic.md — ETC: DAO fork origin, “code is law” philosophy, PoW consensus (Etchash), technical comparison to ETH, upgrade history
• wiki/concepts/dao-hack.md — 2016 reentrancy exploit: The DAO mechanics, exploit method, governance crisis, fork execution, ETH/ETC split, long-term security legacy
• wiki/concepts/eip-1559.md — Fee market reform: base fee burn mechanism, deflationary dynamics, “ultrasound money” narrative, post-Dencun impact on L1 revenue
• wiki/concepts/ethereum-virtual-machine.md — EVM: stack-based architecture, data areas (stack/memory/storage), opcode gas costs, determinism, cross-chain standard status
• wiki/concepts/initial-coin-offering.md — ICO boom 2017–2018: ERC-20 mechanics, $10B raised, collapse under SEC enforcement, legacy in DeFi governance tokens

Stubs (single primary source):

• wiki/concepts/geth.md — Go Ethereum client: execution layer role, Engine API, “Don’t trust, verify”, key facts (funded by EF, ~10 devs)

Entity Pages Created (3)

Stubs:

• wiki/entities/bybit.md — major crypto derivatives/spot exchange (2018, Dubai); byETH liquid staking; Web3 tools
• wiki/entities/gavin-wood.md — Ethereum co-founder; Yellow Paper author (EVM specification, 2014); founded Parity and Polkadot
• wiki/entities/kraken.md — major US crypto exchange (2011, San Francisco); educational content publisher

Existing Pages Updated (2)

• wiki/entities/ethereum-foundation.md — added source refs: ethereumorg-2026-ethereum-foundation, grokipedia-2026-ethereum-history, geth-2026-go-ethereum-client
• wiki/entities/vitalik-buterin.md — added source refs: grokipedia-2026-ethereum-history, web3canada-2026-what-is-ethereum, kraken-2024-what-is-ethereum

Index Updated

• wiki/index.md: counters updated (37 sources, 132 concepts, 53 entities); 7 sources, 6 concepts, 3 entities added to appropriate sections

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2026-04-23 — INGEST: 3 new sources (healthy aging paper + 2 Ethereum market articles)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 3 (from raw/articles/; ~35 ethereum scrape artifacts previously identified as junk remain skipped)

Sources Ingested

1. raw/articles/Optimal_dietary_patterns_for_healthy_aging.md → wiki/sources/tessier-2025-optimal-dietary-patterns-healthy-aging.md — Nature Medicine (2025): Tessier et al. 30-year prospective cohort (NHS + HPFS, n=105,015) comparing eight dietary patterns and UPF consumption against a composite healthy-aging outcome. AHEI strongest predictor (OR 1.86); UPF most consistent harm (−32%). Major new domain: Healthy Aging. status: final.

2. raw/articles/a-historic-ethereum-signal-just-fired-discover-wha.md → wiki/sources/newsbtc-2026-ethereum-whale-signal.md — NewsBTC/CryptoQuant (2026): >100K ETH whale cohort returns to profit after brief unrealized-loss state — pattern has preceded every prior ETH rally per analyst; technical picture shows ETH coiling at $2,150–$2,200. status: final.

3. raw/articles/redman-2024-ethereum-technical-analysis-is-4000.md → wiki/sources/redman-2024-ethereum-technical-analysis.md — Bitcoin.com News (Dec 14, 2024): Jamie Redman’s multi-timeframe ETH/USD TA snapshot at ~$3,886—MAsbullish,oscillatorsneutral/mixed,$4,000 psychological resistance holding. Bear scenario materialised by Apr 2026. status: final.

Concept Pages Created (7)

Full articles:

• wiki/concepts/healthy-aging.md — multidimensional healthy aging construct, AHEI-led dietary rankings, domain-specific patterns, subgroup nuance, practical implications

Stubs:

• wiki/concepts/alternative-healthy-eating-index.md — AHEI scoring, OR 1.86 finding
• wiki/concepts/mediterranean-diet.md — aMED components, connection to anti-inflammatory-diet
• wiki/concepts/dash-diet.md — DASH components, sodium restriction, healthy aging OR
• wiki/concepts/mind-diet.md — brain-health hybrid, berries emphasis, cognitive aging
• wiki/concepts/ultraprocessed-foods.md — NOVA Class 4 definition, −32% healthy aging OR, harm mechanisms
• wiki/concepts/on-chain-analysis.md — blockchain data metrics, whale cohort logic, CryptoQuant platform
• wiki/concepts/technical-analysis-crypto.md — MA types, RSI/MACD, Dec 2024 ETH example, limitations

Entity Pages Created (6)

Stubs:

• wiki/entities/walter-willett.md — Harvard nutrition epidemiologist, NHS methodology architect
• wiki/entities/frank-hu.md — Harvard Chair of Nutrition, senior author Tessier 2025
• wiki/entities/nurses-health-study.md — 121,700-woman US cohort since 1976
• wiki/entities/health-professionals-follow-up-study.md — 51,525-man US cohort since 1986
• wiki/entities/harvard-chan-school.md — Harvard HSPH; home of NHS/HPFS/AHEI
• wiki/entities/cryptoquant.md — South Korean on-chain analytics platform

Existing Pages Updated (1)

• wiki/concepts/anti-inflammatory-diet.md — added “Relationship to Healthy Aging Research” section citing Tessier 2025 (30-year evidence that anti-inflammatory dietary principles predict healthy aging across all domains)

Index Changes

• Added new domain: “Health & Fitness — Healthy Aging” to the domain list
• Counters updated: Sources 27→30, Concepts 119→126, Entities 44→50

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2026-04-22 — INGEST: Ethereum articles (4 sources, 7 concepts, 2 entities)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 4 (from ~39 raw Ethereum files; ~35 skipped as junk — price pages, error pages, exchange trading pages, YouTube/app pages)

Sources Ingested

1. raw/ethereum.md → wiki/sources/wikipedia-2026-ethereum.md — Wikipedia comprehensive Ethereum reference: history (2013–2025), EVM architecture, accounts/gas, PoS mechanics, ERC standards, DeFi ecosystem, L2 scaling, legal/regulatory status across jurisdictions. status: final.

2. raw/what-is-ethereum-2.md → wiki/sources/ethereumorg-2026-what-is-ethereum.md — Official ethereum.org explainer: Ethereum as unstoppable world computer, ETH as productive asset (staking yield), smart contracts as trust-minimising infrastructure, PoS consensus properties, Layer 2 ecosystem overview. status: final.

3. raw/bylund-2025-1-top-cryptocurrency-to-buy-before.md → wiki/sources/bylund-2025-ethereum-investment-thesis.md — Motley Fool investment thesis: ETH vs BTC performance gap (2020–2025), rebuttal of bear cases (L2 cannibalisation, competition), ARK/Cathie Wood price targets ($1Tby2025,$20T by 2032), ETH as productive staking asset vs BTC’s inert digital gold. status: final.

4. raw/ethereum-tokens.md → wiki/sources/cryptoslate-2025-ethereum-tokens.md — CryptoSlate technical overview: ERC-20 (6 mandatory functions), ERC-721 (NFTs), ERC-1155 (multi-token), ERC-4626 (tokenised vaults); token category tables; ecosystem numbers (~$150Bstablecoins,$60B DeFi TVL, ~100K+ NFT collections). status: final.

Concept Pages Created

Full articles:

• wiki/concepts/ethereum.md — EVM architecture, gas, accounts, proof-of-stake, applications (smart contracts, DeFi, stablecoins, NFTs), L2 ecosystem, ETH as asset, major upgrades table (Frontier → Pectra), quantum vulnerability link
• wiki/concepts/smart-contracts.md — Core properties (immutable, deterministic, trustless, transparent, composable), Solidity/EVM, key applications (DeFi, DAOs, NFTs, token issuance), risks (oracle problem, immutability, gas limits)
• wiki/concepts/proof-of-stake.md — Slot/epoch mechanics, validator selection, slashing, The Merge (Bellatrix/Paris/Shapella), ETH vs BTC consensus comparison, staking economics, liquid staking (Lido, Rocket Pool)
• wiki/concepts/defi.md — DEXs (Uniswap, Curve), lending (Aave, Compound), stablecoins (DAI, USDC), yield aggregators (Yearn), liquid staking, TVL numbers, DeFi vs TradFi comparison
• wiki/concepts/ethereum-token-standards.md — ERC-20 (6 functions), ERC-721 (NFTs), ERC-1155 (multi-token), ERC-4626 (vault), token category table, ecosystem numbers
• wiki/concepts/layer-2.md — Optimistic rollups (Arbitrum, Optimism, Base), ZK rollups (ZKSync, StarkNet, Scroll, Polygon zkEVM), Dencun/EIP-4844 blobs, L1 vs L2 comparison, complementary value thesis
• wiki/concepts/nft.md — ERC-721 mechanics, timeline (2015–2024+), use cases (art, gaming, music, RWAs, ENS, soulbound tokens), criticisms

Entity Pages Created

• wiki/entities/vitalik-buterin.md — Canadian-Russian programmer; Bitcoin Magazine co-founder; Ethereum whitepaper (2013); non-profit decision causing Hoskinson split; ongoing PQC advocacy

Entity Pages Updated

• wiki/entities/ethereum-foundation.md — Upgraded stub → final; added founding history (2014, Zug, Buterin’s non-profit insistence), role section (EIPs/AllCoreDevs/Devcon/ethereum.org), major protocol milestones table (Frontier→Pectra), expanded quantum security section

Concept Pages Updated

• wiki/concepts/blockchain.md — Added wikilinks: proof-of-stake, ethereum, smart-contracts in consensus and applications sections

Index Updated

• wiki/index.md — Added 4 source rows to Cryptocurrency & Finance section; added 7 concept rows (ethereum, smart-contracts, proof-of-stake, defi, ethereum-token-standards, layer-2, nft); added ethereum-foundation entity row; added vitalik-buterin entity under new People — Cryptocurrency section; updated stats: 27 sources, 119 concept pages, 44 entity pages.

Triage Note

~35 raw files skipped as non-substantive: real-time price pages (ethereum-2.md, yahoo-finance*.md, ethereumprice-today.md), error/bot-check pages (javascript-is-disabled.md, security-verification*.md), exchange trading pages (bybit.md, tradeethereumwith*.md), YouTube/app price widgets (ethereum-4 through ethereum-7), reddit.md, index.md.

Stats

Category	Count
Source summaries (new)	4
Concept pages — full (new)	7
Entity pages (new)	1
Entity pages (upgraded stub → final)	1
Concept pages (updated)	1
Total files created	12
Total files modified	3 (blockchain.md, index.md, log.md)

Domain Note

This ingest adds a comprehensive Ethereum cluster to the Cryptocurrency & Finance domain, complementing the existing Bitcoin/quantum-security content. Key cross-links created: ethereum ↔ blockchain ↔ proof-of-stake; smart-contracts ↔ defi ↔ ethereum-token-standards ↔ nft; layer-2 ↔ ethereum; ethereum-foundation ↔ vitalik-buterin ↔ ethereum; post-quantum-cryptography ↔ ethereum-foundation (existing link preserved). The Bylund investment-thesis source provides a forward-looking financial angle complementing the technical Wikipedia/ethereum.org sources.

---

2026-04-22 — INGEST: Build a Large Language Model (From Scratch) — Raschka (2024)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 1

Source Ingested

1. raw/papers/Build a large language model.md → wiki/sources/raschka-2024-build-llm-from-scratch.md — Sebastian Raschka’s hands-on GPT implementation guide (Manning, 2024, MEAP edition, Chapters 1–5). Covers: LLM concepts and the two-stage training paradigm (Ch 1); tokenization, BPE, special tokens, token + positional embeddings, sliding-window data sampling (Ch 2); self-attention from scratch — Q/K/V projections, scaled dot-product, softmax normalisation, causal masking, multi-head attention (Ch 3); full GPT model — pre-LayerNorm, GELU FFN, residual connections, GPT-2 configurations (Ch 4); pretraining — cross-entropy loss, training loop, temperature/top-k decoding, loading pretrained GPT-2 weights (Ch 5). status: final. Note: Raw file was initially 0 bytes due to failed markitdown conversion; successfully converted 2026-04-22 via Python API (427 KB output).

Concept Pages Created

Full articles:

• wiki/concepts/attention-mechanism.md — Self-attention history (Bahdanau → transformer), Q/K/V projections, scaled dot-product, softmax normalisation, causal masking, multi-head attention, complexity and modern variants (GQA, MLA, sliding window)
• wiki/concepts/gpt-architecture.md — Full GPT architecture diagram, transformer block sub-layers (pre-LayerNorm, MHA, residual, GELU FFN), GPT-2 configuration size table (124M–1.5B), text generation pipeline, modern variations table
• wiki/concepts/tokenization.md — Tokenization pipeline, vocabulary building, special tokens, BPE algorithm, GPT-2 vocabulary (50,257), sliding window data sampling, tokenization effects on LLM behaviour

Stub pages:

• wiki/concepts/word-embeddings.md — Token embedding lookup table, absolute positional embeddings, final input = token + positional, embed dim as design parameter, modern alternatives (RoPE, sinusoidal)
• wiki/concepts/pretraining.md — Next-token prediction as self-supervised objective, training data scale, cross-entropy loss, training loop, foundation model → fine-tuning path, compute cost

Concept Pages Updated

• wiki/concepts/transformer-architecture.md — Added implementation details section (pre-norm, GELU, causal mask) from Raschka; upgraded status: draft → final; added raschka-2024-build-llm-from-scratch to sources

Entity Pages Created

• wiki/entities/manning-publications.md — US technical book publisher; MEAP program; publishes Raschka 2024

Entity Pages Updated

• wiki/entities/sebastian-raschka.md — Added wikilinks to raschka-2024-build-llm-from-scratch, attention-mechanism, gpt-architecture, pretraining, tokenization, manning-publications; added book source to sources

Index Updated

• wiki/index.md — Added Raschka 2024 to AI & Technology sources table; added 5 new concept rows to AI & Technology section; added Manning Publications entity row; updated stats: 23 sources, 112 concept pages, 43 entity pages.

Stats

Category	Count
Source summaries (new)	1
Concept pages — full (new)	3
Concept pages — stub (new)	2
Concept pages — upgraded to final	1
Entity pages (new)	1
Entity pages (updated)	1
Total files created	7
Total files modified	4 (transformer-architecture, sebastian-raschka, index.md, log.md)

Domain Note

This ingest deepens the AI & Technology domain with technical implementation knowledge, complementing the strategic/architectural views from the two Lex Fridman podcasts. Key new cross-links: attention-mechanism ↔ transformer-architecture ↔ gpt-architecture; tokenization ↔ large-language-models; pretraining ↔ rlvr (pretraining is stage 1; RLVR/RLHF are post-training stages). The book confirms Raschka’s stated view from Podcast #490 that GPT-2 architecture is unchanged in modern frontier LLMs.

---

2026-04-15 — INGEST: 5 raw books (Psychology, Risk, Society, Social Skills, Evolutionary Psychology)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 5

Sources Ingested

1. raw/papers/Daniel-Kahneman-Thinking-Fast-and-Slow-.md → wiki/sources/kahneman-2011-thinking-fast-and-slow.md — Daniel Kahneman’s landmark synthesis of dual-process cognition (System 1/System 2), the heuristics-and-biases programme (representativeness, availability, anchoring), prospect theory (reference dependence, loss aversion, probability weighting), overconfidence (illusion of validity, planning fallacy), and the two selves (experiencing vs. remembering). status: final.

2. raw/papers/Skin In The Game Hidden Asymmetries In Daily Life (Nassim Nicholas Taleb) (z-lib.org).md → wiki/sources/taleb-2018-skin-in-the-game.md — Nassim Taleb’s fourth Incerto book: skin in the game (personal consequence exposure) as epistemic filter and ethical requirement; intolerant minority rule; interventionistas and their three cognitive flaws; Lindy effect; rationality as survival. status: final.

3. raw/papers/21 Lessons for the 21st Century ( PDFDrive ).md → wiki/sources/harari-2018-21-lessons.md — Yuval Noah Harari’s 21 essays on present-day challenges across five parts: Technological Challenge (automation, surveillance, data inequality), Political Challenge (community, nationalism, religion, immigration), Despair and Hope (terrorism, war, humility), Truth (ignorance, post-truth, science fiction), and Resilience (education, meaning, meditation). status: final.

4. raw/papers/Superhuman Social Skills A Guide to Being Likeable, Winning Friends, and Building Your Social Circle by Tynan (z-lib.org).md → wiki/sources/tynan-2015-superhuman-social-skills.md — Tynan’s practical guide: social skills as learnable skills; four communication channels (content, meta, emotion, status); meta channel as most important; architecture of social circles; eliminating annoying habits before adding value; conveying value via second-order signals. status: final.

5. raw/papers/The Mating Mind How Sexual Choice shaped the Evolution of Human Nature - Anchor Books-Random House (Miller G., (2001)) (z-lib.org).md → wiki/sources/miller-2001-mating-mind.md — Geoffrey Miller’s thesis that the human mind’s elaborate capacities (general intelligence, language, art, humour, morality) evolved primarily through sexual selection (mate choice) as costly fitness indicators; runaway brain hypothesis; Fisher process vs. Zahavi handicap principle. status: final.

Concept Pages Created

Full articles:

• wiki/concepts/system-1-system-2.md — Kahneman’s dual-process framework; System 1 (fast/automatic) vs System 2 (slow/deliberate); WYSIATI; cognitive ease; why most errors happen
• wiki/concepts/cognitive-biases.md — Hub page; representativeness, availability, anchoring, overconfidence, prospect-theory biases; correctives
• wiki/concepts/prospect-theory.md — Reference dependence, loss aversion, diminishing sensitivity, probability weighting; fourfold risk pattern; framing effects
• wiki/concepts/skin-in-the-game.md — Personal consequence exposure as epistemic + ethical requirement; symmetry principle; Hammurabi through finance
• wiki/concepts/lindy-effect.md — Expected lifespan of non-perishables proportional to age; neomania corrective; limits
• wiki/concepts/social-skills.md — Learnable competencies; four channels; concentric social circles; friendship bank account; value without bragging
• wiki/concepts/sexual-selection.md — Darwin’s mate choice mechanism; runaway selection vs fitness indicators; Miller’s application to human mind
• wiki/concepts/evolutionary-psychology.md — Adaptationist framework; Pleistocene EEA; mating psychology, social cognition, cognitive heuristics as adaptations; Miller’s contribution

Stub pages:

• wiki/concepts/heuristics.md — Mental shortcuts; three classic heuristics (representativeness, availability, anchoring); affect heuristic
• wiki/concepts/loss-aversion.md — ~2:1 loss/gain asymmetry; endowment effect, status quo bias, sunk cost fallacy, disposition effect
• wiki/concepts/availability-heuristic.md — Frequency by ease-of-recall; distorted by salience, recency, media; availability cascade
• wiki/concepts/anchoring-bias.md — Over-reliance on first number; insufficient adjustment; negotiation and retail implications
• wiki/concepts/overconfidence.md — Illusion of understanding/validity/planning fallacy; outside view corrective
• wiki/concepts/framing-effect.md — Gain vs. loss frames produce different choices; Asian Disease Problem; medical/policy implications
• wiki/concepts/antifragility.md — Gains from disorder; fragile/robust/antifragile taxonomy; skin in the game as enabling mechanism
• wiki/concepts/black-swan.md — Extreme outlier, massive impact, retrospectively predictable; Taleb Incerto concept
• wiki/concepts/intolerant-minority.md — Committed non-compromising minority imposes preferences on tolerant majority; halal example
• wiki/concepts/post-truth.md — Emotion over facts; Harari: not new, humans always needed shared fictions; cognitive mechanisms exploited
• wiki/concepts/surveillance-capitalism.md — Behavioural data accumulation; whoever owns data owns future; liberty and equality threats
• wiki/concepts/technological-unemployment.md — AI displacing cognitive work; qualitatively different from prior revolutions; demands learning-to-learn education
• wiki/concepts/fitness-indicators.md — Costly honest signals (Zahavi handicap); physical and mental ornaments; Miller’s g-as-indicator thesis
• wiki/concepts/runaway-selection.md — Fisher process; preference-trait co-evolution; Miller’s Runaway Brain hypothesis
• wiki/concepts/communication-channels.md — Four channels: content, meta, emotion, status; meta as most important; face-saving through meta
• wiki/concepts/nationalism.md — Local legitimacy vs. structural incapacity for global problems; Harari’s nuanced assessment

Entity Pages Created

• wiki/entities/daniel-kahneman.md — Israeli-American psychologist; Nobel 2002; heuristics-and-biases + prospect theory with Tversky
• wiki/entities/amos-tversky.md — Israeli cognitive psychologist; Kahneman’s lifelong collaborator; died 1996; ineligible for Nobel
• wiki/entities/nassim-nicholas-taleb.md — Lebanese-American statistician; former derivatives trader; Incerto series; NYU professor
• wiki/entities/yuval-noah-harari.md — Israeli historian; Hebrew University Jerusalem; Sapiens trilogy
• wiki/entities/tynan.md — Self-improvement author; self-publishes concise practical guides; single pen name
• wiki/entities/geoffrey-miller.md — Evolutionary psychologist; UNM; The Mating Mind (2001); sexual selection and human cognition

Index Updated

• wiki/index.md — Added 6 new domain sections (Psychology & Decision-Making, Risk & Philosophy, Society/Geopolitics/Future, Social Intelligence, Evolutionary Psychology, and corresponding entity sections). Updated stats header: 22 sources, 107 concept pages, 42 entity pages.

Stats

Category	Count
Source summaries (new)	5
Concept pages — full (new)	8
Concept pages — stub (new)	16
Entity pages (new)	6
Total files created	35
Total files modified	2 (index.md, log.md)

Domain Notes

• Psychology & Decision-Making: Kahneman’s work opens a large new domain. System 1/2, prospect theory, and cognitive biases are foundational concepts that will connect to many future sources in decision-making, economics, and AI.
• Risk & Philosophy: Taleb’s Skin in the Game adds concepts (Lindy, antifragility, black swan, intolerant minority) that will cross-link to economics, geopolitics, and technology domains.
• Society & Geopolitics: Harari’s 21 Lessons opens geopolitics, future-of-work, and post-truth domains. Connects forward to AI pages already in wiki.
• Social Intelligence: Tynan’s four-channel model is a standalone framework; social skills concepts will connect to evolutionary psychology (Miller) and psychology (Kahneman status/social cognition).
• Evolutionary Psychology: Miller’s work is the first entry in biology/evolution domain. Fitness indicators and sexual selection will connect to any future sources on human nature, creativity, or behaviour.

---

2026-04-15 — INGEST: 2 raw repos (Programming & Web Development)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 2

Sources Ingested

1. raw/repos/burgerApp/react-complete-guide/ → wiki/sources/schwarzmuller-2021-react-burger-app.md — React 17 + Redux + Firebase Realtime Database burger-builder SPA. Capstone project from Maximilian Schwarzmüller’s Udemy course “React: The Complete Guide”. Demonstrates component/container architecture, Redux with redux-thunk async pattern, React Router v4, Firebase Auth (Identity Toolkit REST), HOC patterns (withErrorHandling, withRouter), and custom ejected Create React App / Webpack 3 build. status: final.

2. raw/repos/final-after-S06/ → wiki/sources/schmedtmann-2018-natours-advanced-css.md — Static HTML/CSS landing page for fictional “Natours” tour company. Course project from Jonas Schmedtmann’s Udemy course “Advanced CSS and Sass”. Demonstrates 7-1 Sass architecture, BEM class naming, CSS keyframe animations, 3D flip cards, checkbox-hack navigation, responsive design with em breakpoints, responsive images (srcset/sizes), and a four-step CSS build pipeline. status: final.

Concept Pages Created

Full articles (synthesised across both sources, same domain):

• wiki/concepts/react.md — Component model, virtual DOM, class component lifecycle, props/state, Redux integration, React 17 context; primary source burgerApp
• wiki/concepts/sass-scss.md — Variables, nesting, mixins, partials, 7-1 entry point, SCSS vs indented syntax, Natours build pipeline; primary source Natours
• wiki/concepts/css-architecture.md — 7-1 pattern folder breakdown, cascade management, BEM pairing, import order rationale; primary source Natours

Stub pages (single source):

• wiki/concepts/redux.md — Three reducer slices, immutable spread updates, redux-thunk async pattern, react-redux connect; burgerApp
• wiki/concepts/single-page-application.md — One HTML shell, JS routing, trade-offs; burgerApp
• wiki/concepts/react-router.md — BrowserRouter, Switch, Route, withRouter; burgerApp
• wiki/concepts/higher-order-components.md — withErrorHandling, withRouter, Auxiliary; HOC vs hooks note; burgerApp
• wiki/concepts/firebase.md — Realtime Database REST, Identity Toolkit REST auth, localStorage session management; burgerApp
• wiki/concepts/webpack.md — Loaders, plugins, ejected CRA config; contrast with Natours plain CLI pipeline; burgerApp
• wiki/concepts/bem-methodology.md — Block__Element—Modifier syntax, Natours examples, flat specificity benefit, Sass & nesting; Natours
• wiki/concepts/css-animations.md — @keyframes moveIn*, 3D flip cards, transition performance (transform/opacity GPU), fill-mode; Natours
• wiki/concepts/responsive-design.md — respond() mixin, em breakpoints, 10px root trick, srcset/sizes; Natours

Entity Pages Created

• wiki/entities/maximilian-schwarzmuller.md — Udemy instructor; React course creator; burgerApp origin
• wiki/entities/jonas-schmedtmann.md — Udemy instructor; Advanced CSS course creator; Natours designer
• wiki/entities/udemy.md — Online learning marketplace; hosts both courses (2+ sources → full entity)

Index Updated

• wiki/index.md — Added new sixth domain “Programming & Web Development”: Sources table (2 entries), Concepts section (2 sub-sections, 12 concept rows), Entities section (2 sub-sections, 3 entity rows). Updated stats header: 17 sources, 83 concept pages, 36 entity pages.

Stats

Category	Count
Source summaries (new)	2
Concept pages — full (new)	3
Concept pages — stub (new)	8
Entity pages (new)	3
Total files created	16
Total files modified	2

Domain Note

This ingest opens the sixth knowledge domain: Programming & Web Development. Both repos are Udemy course projects from the same era (~2017–2021), teaching complementary layers of the web stack — React/Redux for dynamic frontend logic (burgerApp) and pure CSS/Sass for visual architecture and styling (Natours). Key cross-links: react components use CSS Modules or CSS-in-JS as modern alternatives to sass-scss; webpack in burgerApp vs plain CLI pipeline in Natours illustrates the build-tool divergence between JS-heavy and HTML/CSS-first projects.

---

2026-04-13 — INGEST: Lex Fridman Podcast #490 (Nathan Lambert & Sebastian Raschka)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 1

Source Ingested

1. raw/articles/Transcript for State of AI in 2026 LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI Lex Fridman Podcast 490.md → wiki/sources/fridman-lambert-raschka-2026-state-of-ai.md — Lex Fridman Podcast #490, published 2026-01-31. Full source summary. status: final. Topics: China vs US AI race, DeepSeek moment, LLM landscape (Claude/GPT-5/Gemini/Grok), AI scaling laws (all three axes still working), RLVR technique in depth, transformer architecture (fundamentally GPT-2), MoE, post-training pipeline (SFT→RLVR→RLHF), AGI timeline (jagged capabilities, specialised models), future of programming, open-weight ecosystem.

Concept Pages Created

Full articles (2+ sources):

• wiki/concepts/mixture-of-experts.md — Sparse FFN routing; dominant frontier architecture; hardware implications; Chinese lab strategy (Huang #494 + Lambert/Raschka #490)
• wiki/concepts/synthetic-data.md — AI-generated training data; pre-training data quality shift; RLVR problem-answer pair generation (Huang #494 + Lambert/Raschka #490)

Stub pages (single source):

• wiki/concepts/rlvr.md — RLVR definition, origin, log-linear scaling, “aha moment”, RLVR 2.0 predictions
• wiki/concepts/reinforcement-learning-from-human-feedback.md — RLHF pipeline, limitations vs RLVR, reward hacking
• wiki/concepts/transformer-architecture.md — Core GPT-2 lineage; full innovation table (MoE, GQA, MLA, RMSNorm, SwiGLU, RoPE); alternative architectures
• wiki/concepts/text-diffusion-models.md — Parallel token generation; early commercial deployment (code diffs)

Concept Pages Updated (now status: final)

• wiki/concepts/ai-scaling-laws.md — Added Lambert’s three-axis framework (pre-training/RLVR/inference-time); comparative table vs Huang’s four-axis; updated status: draft → final
• wiki/concepts/large-language-models.md — Added open-weight landscape table; training pipeline (pre/mid/post); LLM selection patterns; updated status: draft → final
• wiki/concepts/artificial-general-intelligence.md — Added jagged capabilities, AI 2027 report analysis, Lambert/Raschka timelines, comparative summary table; updated status: draft → final
• wiki/concepts/open-source-ai.md — Added Chinese open-weight advantage, licensing analysis, Anthropic $1.5B lawsuit; updated status: draft → final

Entity Pages Created

• wiki/entities/nathan-lambert.md — Post-training lead, AI2; co-coined RLVR; RLHF Book author
• wiki/entities/sebastian-raschka.md — ML researcher; Build a LLM From Scratch (2024)
• wiki/entities/anthropic.md — Claude model family; coding-focused culture; $1.5B training data lawsuit
• wiki/entities/openai.md — GPT-5 / GPT-5.2 / o1 / gpt-oss-120b; chaotic but research-innovative
• wiki/entities/deepseek.md — Chinese open-weight lab; R1 RLVR breakthrough; geopolitical AI moment of 2025
• wiki/entities/allen-institute-for-ai.md — AI2; OLMo; Tulu 3; fully open research; Nathan Lambert’s employer

Index Updated

• wiki/index.md — Added #490 source; added 6 new concept rows; added 6 new entity rows. Updated stats: 15 sources, 61 concept pages, 33 entity pages.

Stats

Category	Count
Source summaries (new)	1
Concept pages — full (new)	2
Concept pages — stub (new)	4
Concept pages — upgraded to final	4
Entity pages (new)	6
Total files created	13
Total files modified	4

Domain Note

This ingest deepens the AI & Technology domain with a researcher-facing perspective to complement Jensen Huang’s infrastructure view. Key new cross-links: rlvr ↔ ai-scaling-laws ↔ synthetic-data; deepseek ↔ mixture-of-experts ↔ open-source-ai; anthropic ↔ open-source-ai (training data legal risk).

---

2026-04-13 — INGEST: Lex Fridman Podcast #494 (Jensen Huang / NVIDIA)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 1

Source Ingested

1. raw/articles/Transcript for Jensen Huang NVIDIA - The $4 Trillion Company & the AI Revolution Lex Fridman Podcast 494.md → wiki/sources/fridman-huang-2026-nvidia-ai-revolution.md — Lex Fridman Podcast #494, published 2026-03-23. Full source summary. status: final. Topics: NVIDIA strategy, four AI scaling laws, CUDA moat, extreme co-design, rack-scale computing, agentic AI, China, TSMC, AGI, future of programming, leadership philosophy.

Concept Pages Created

Rich stubs (single source, extensive coverage):

• wiki/concepts/ai-scaling-laws.md — Four scaling axes (pre-training, post-training, test-time, agentic); compute as the unified scaling variable
• wiki/concepts/agentic-ai.md — AI agents with tool use, file access, sub-agent spawning; OpenClaw as inflection point
• wiki/concepts/cuda.md — NVIDIA’s GPU compute platform; install base moat; history of GeForce gamble
• wiki/concepts/ai-factory.md — Data centres as token factories; warehouse-to-factory economic shift; token segmentation

Stub pages (single source, focused coverage):

• wiki/concepts/rack-scale-computing.md — NVLink 72, Vera Rubin pod, extreme co-design, supply-chain assembly
• wiki/concepts/large-language-models.md — Transformer/MoE/SSM architectures; LLM evolution
• wiki/concepts/open-source-ai.md — Nemotron 3, DeepSeek, NVIDIA’s three-reason open-source strategy
• wiki/concepts/artificial-general-intelligence.md — Huang’s functional AGI claim; intelligence vs. humanity distinction
• wiki/concepts/physical-ai.md — Robotics, satellite imaging, biology, space-based compute

Entity Pages Created

• wiki/entities/jensen-huang.md — Co-founder and CEO, NVIDIA; interview subject; management philosophy
• wiki/entities/nvidia.md — AI compute company; CUDA platform; Vera Rubin rack; ~$4T market cap
• wiki/entities/lex-fridman.md — Podcast host; AI researcher; Podcast #494 interviewer
• wiki/entities/tsmc.md — Contract foundry; manufactures NVIDIA chips; three-decade no-contract relationship with Huang
• wiki/entities/openclaw.md — Agentic AI platform; “iPhone of tokens”; NVIDIA security integration (NemoClaw, OpenShell)

Index Updated

• wiki/index.md — Added “AI & Technology” domain section with Sources, Core AI, Infrastructure & Platform concepts, and People/Organisations entities. Updated stats header: 14 sources, 55 concept pages, 27 entity pages.

Stats

Category	Count
Source summaries (new)	1
Concept pages — rich stubs (new)	4
Concept pages — stubs (new)	5
Entity pages (new)	5
Total files created	15

New Domain Note

This ingest opens a fifth knowledge domain: AI & Technology, covering AI infrastructure strategy, compute scaling, platform economics, and leadership philosophy. Key cross-domain linkages: quantum computing sources (babbush-neven-2026-quantum-vulnerabilities-cryptocurrency) address the quantum threat to blockchain; this source addresses the AI compute stack that trains and runs the models that make quantum-vulnerable blockchain applications worth protecting.

---

2026-04-13 — INGEST: 7 raw articles (Cryptocurrency & Quantum Computing)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 7

Sources Ingested

1. raw/articles/Five myths about cryptocurrency.md → wiki/sources/prasad-2021-five-myths-cryptocurrency.md — Eswar Prasad, Brookings/WashPost, 2021. Full summary. status: final.
2. raw/articles/How ancient stones worked like cryptocurrency.md → wiki/sources/fischer-2019-yap-stone-money-cryptocurrency.md — Marina Fischer, U of Calgary, 2019. Full summary. status: final.
3. raw/articles/Cryptocurrency accounts seized in $2.3M money laundering scheme Chattanooga Times Free Press.md → wiki/sources/benton-2026-cryptocurrency-money-laundering-2-3m.md — Ben Benton, Chattanooga TFP, 2026-04-12. Full summary. status: final.
4. raw/articles/IC3 Report Reveals Surge In Cryptocurrency Investment Scams.md → wiki/sources/weisman-2026-ic3-cryptocurrency-investment-scams.md — Steve Weisman, Forbes, 2026-04-12. Full summary. status: final.
5. raw/articles/Safeguarding cryptocurrency by disclosing quantum vulnerabilities responsibly.md → wiki/sources/babbush-neven-2026-quantum-vulnerabilities-cryptocurrency.md — Ryan Babbush & Hartmut Neven, Google Research, 2026-03-30. Full summary. status: final.
6. raw/articles/Quantum Computing Is Beginning to Take Shape — Here Are Three Recent Breakthroughs.md → wiki/sources/cottier-2026-quantum-computing-breakthroughs.md — Cody Cottier, Discover Magazine, 2026-04-11. Full summary. status: final.
7. raw/articles/Is Rigetti Computing's New 2-Qubit Gate Fidelity Record a Reason to Buy the Stock.md → wiki/sources/drury-2026-rigetti-2-qubit-fidelity.md — Keithen Drury, Motley Fool, 2026. Full summary. status: final.

Concept Pages Created

Full articles (2+ sources):

• wiki/concepts/cryptocurrency.md — Core concept; 5 sources
• wiki/concepts/blockchain.md — Distributed ledger technology; 4 sources
• wiki/concepts/bitcoin.md — Original cryptocurrency; 4+ sources
• wiki/concepts/cryptocurrency-scams.md — Fraud landscape; IC3 2025 data; 2 sources
• wiki/concepts/quantum-computing.md — Hardware breakthroughs survey; 3 sources
• wiki/concepts/post-quantum-cryptography.md — PQC migration path; 2 sources
• wiki/concepts/elliptic-curve-cryptography.md — ECDLP-256 and quantum vulnerability; 2 sources
• wiki/concepts/shors-algorithm.md — Quantum factoring algorithm; qubit reduction timeline; 2 sources

Stub pages (single source or minor appearance):

• wiki/concepts/qubit.md — Basic quantum unit; 3 sources but limited depth
• wiki/concepts/quantum-error-correction.md — Fault-tolerant threshold; primarily Cottier 2026
• wiki/concepts/quantum-advantage.md — Fermi-Hubbard demo; primarily Cottier 2026
• wiki/concepts/pig-butchering-scam.md — Sha zhu pan romance fraud; Weisman 2026
• wiki/concepts/money-mule.md — Fund transfer mules; Benton + Weisman 2026
• wiki/concepts/yap-stone-money.md — Proto-blockchain distributed ledger; Fischer 2019
• wiki/concepts/stablecoin.md — Fiat-pegged crypto; Prasad 2021
• wiki/concepts/central-bank-digital-currency.md — Sovereign digital money; Prasad 2021
• wiki/concepts/dogecoin.md — Meme coin; Prasad 2021
• wiki/concepts/2-qubit-gate-fidelity.md — QC accuracy metric; Drury 2026

Entity Pages Created

• wiki/entities/eswar-prasad.md — Cornell economist; Brookings crypto article
• wiki/entities/google-quantum-ai.md — Willow chip + vulnerability disclosure
• wiki/entities/ryan-babbush.md — Google Quantum AI; vulnerability paper co-author
• wiki/entities/hartmut-neven.md — Google Quantum AI; vulnerability paper co-author
• wiki/entities/scott-aaronson.md — UT Austin; quantum computing commentator
• wiki/entities/rigetti-computing.md — Superconducting QC company (NASDAQ: RGTI)
• wiki/entities/ionq.md — Trapped-ion QC; 99.99% fidelity leader
• wiki/entities/quantinuum.md — Trapped-ion QC; quantum advantage demonstration
• wiki/entities/fbi-ic3.md — Cybercrime complaint centre; 2025 annual report
• wiki/entities/brookings-institution.md — Policy think tank; published Prasad 2021
• wiki/entities/coinbase.md — Crypto exchange; laundering case + PQC collaborator

Index Updated

• wiki/index.md — Added two new domain sections: “Cryptocurrency & Finance” (Sources, Core, Financial Instruments, Fraud & Crime) and “Quantum Computing & Cryptography” (Sources, Core, Cryptography). Added 15 entity entries. Updated stats header.

Stats

Category	Count
Source summaries (new)	7
Concept pages — full (new)	8
Concept pages — stub (new)	10
Entity pages (new)	11
Total files created	36

Cross-Domain Note

Five of the seven new sources sit at the intersection of cryptocurrency and quantum computing — the quantum threat to blockchain cryptography is a significant emerging theme connecting the two new domains. Key linkage: elliptic-curve-cryptography → shors-algorithm → post-quantum-cryptography → blockchain/bitcoin.

---

2026-04-12 — INGEST: 2 raw papers (French language learning)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 2

Sources Ingested

1. raw/papers/Complete_French_All-in-One.md.md → wiki/sources/heminway-2018-complete-french-all-in-one.md
   • Practice Makes Perfect: Complete French All-in-One, Premium Second Edition. Ed. Annie Heminway. McGraw-Hill Education, 2018. 37 chapters + 4 appendices. Full source summary created. status: final.
2. raw/papers/dokumen.pub_edito-a1-methode-de-franais-a1-227808318x.md → wiki/sources/unknown-edito-a1-methode-de-francais.md
   • ⚠️ File empty/corrupted — only 6 bytes of non-readable data. Stub created with action-required note. status: draft.

Concept Pages Created

Full articles (appear in 2+ sources):

• wiki/concepts/french-language-learning.md — overarching concept; both sources
• wiki/concepts/french-grammar.md — rule system; both sources (Edito implied by A1-level grammar)

Stub pages (single source or empty second source):

• wiki/concepts/french-verb-tenses.md — tense/mood inventory; Heminway 2018 (Ch 10–25)
• wiki/concepts/french-noun-gender.md — gender system; Heminway 2018 (Ch 1–3)
• wiki/concepts/french-prepositions.md — preposition rules; Heminway 2018 (Ch 21, 32)
• wiki/concepts/french-pronouns.md — pronoun system; Heminway 2018 (Ch 26–27)
• wiki/concepts/french-subjunctive.md — subjunctive mood; Heminway 2018 (Ch 20)
• wiki/concepts/cefr-language-levels.md — A1–C2 framework; both sources

Entity Pages Created

• wiki/entities/annie-heminway.md — Editor, Practice Makes Perfect series
• wiki/entities/mcgraw-hill-education.md — Publisher; Language Lab App

Index Updated

• wiki/index.md — Added new domain section “Language Learning — French” with Sources, Entities, and Concepts sub-tables. Updated stats header.

Stats

Category	Count
Source summaries (new)	2 (1 full, 1 stub)
Concept pages — full (new)	2
Concept pages — stub (new)	6
Entity pages (new)	2
Total files created	12

Notes

• raw/papers/dokumen.pub_edito-a1-methode-de-franais-a1-227808318x.md must be replaced with a valid copy before a real ingest can occur. Flagged in wiki/sources/unknown-edito-a1-methode-de-francais.md.
• The French domain is now tracked as a second knowledge domain alongside Thyroid Disorders.

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2026-04-11 — INGEST: All 4 raw articles (initial wiki build)

Operation: INGEST Operator: Claude (claude-sonnet-4-6) Sources processed: 4

Sources Ingested

1. raw/articles/Hyperthyroidism Diet.md → wiki/sources/healthline-2026-hyperthyroidism-diet.md
2. raw/articles/Hyperthyroidism - StatPearls.md → wiki/sources/mathew-kaur-rawla-2026-hyperthyroidism-statpearls.md
   • ⚠️ Note: Raw file was truncated — only header, copyright, and bookshelf metadata were present. Source summary marked status: draft.
3. raw/articles/Diets and supplements for thyroid disorders.md → wiki/sources/ludgate-hayes-2024-diets-supplements-thyroid.md
4. raw/articles/Best diet for hyperthyroidism.md → wiki/sources/johnson-2019-best-diet-hyperthyroidism.md

Concept Pages Created

Full articles (appear in 2+ sources):

• wiki/concepts/hyperthyroidism.md — core condition page; all 4 sources
• wiki/concepts/graves-disease.md — most common cause; 3 sources
• wiki/concepts/thyroid-hormones.md — T3/T4 physiology; 3 sources
• wiki/concepts/thyrotoxicosis.md — distinction from hyperthyroidism; 2 sources
• wiki/concepts/iodine.md — essential mineral, dual role; 3 sources
• wiki/concepts/selenium.md — trace mineral, thyroid eye disease; 3 sources
• wiki/concepts/zinc.md — deficiency linked to Graves’; 2 sources
• wiki/concepts/calcium.md — bone protection, levothyroxine interaction; 3 sources
• wiki/concepts/vitamin-d.md — bone health, autoantibody correlation; 3 sources
• wiki/concepts/iron-and-thyroid.md — thyroid hormone synthesis, levothyroxine interaction; 2 sources
• wiki/concepts/soy.md — RAI and levothyroxine interference; 3 sources
• wiki/concepts/caffeine-and-hyperthyroidism.md — symptom amplifier; 2 sources
• wiki/concepts/gluten-and-thyroid.md — coeliac link to Graves’; 2 sources
• wiki/concepts/low-iodine-diet.md — pre-RAI protocol; 3 sources
• wiki/concepts/radioactive-iodine-treatment.md — RAI therapy; 3 sources
• wiki/concepts/cruciferous-vegetables.md — goitrogens beneficial in hyperthyroidism; 2 sources
• wiki/concepts/kelp.md — high-iodine supplement to avoid; 3 sources
• wiki/concepts/anti-inflammatory-diet.md — general dietary pattern; 3 sources
• wiki/concepts/bone-mineral-density.md — hyperthyroidism complication; 3 sources

Stub pages (single source):

• wiki/concepts/iodine-induced-hyperthyroidism.md — IIH; 1 source
• wiki/concepts/levothyroxine.md — synthetic T4 medication; 1 source (multi-interaction)
• wiki/concepts/gut-microbiome.md — thyroid autoimmunity link; 1 source
• wiki/concepts/biotin.md — blood test interference; 1 source
• wiki/concepts/carnitine.md — hyperthyroid symptom relief; 1 source
• wiki/concepts/magnesium.md — possible Graves’ benefit; 1 source
• wiki/concepts/vitamin-b12.md — low in hypothyroidism; 1 source
• wiki/concepts/resveratrol.md — antioxidant, no thyroid trials; 1 source
• wiki/concepts/lemon-balm.md — possible Graves’ antibody blocker; 1 source

Entity Pages Created

• wiki/entities/british-thyroid-foundation.md
• wiki/entities/american-thyroid-association.md
• wiki/entities/statpearls.md
• wiki/entities/marian-ludgate.md
• wiki/entities/jonathan-hayes.md
• wiki/entities/shannon-johnson.md
• wiki/entities/philip-mathew.md
• wiki/entities/jasleen-kaur.md
• wiki/entities/prashanth-rawla.md

Index Updated

• wiki/index.md — created with all pages categorised into Sources, Concepts (Thyroid Conditions, Diet & Nutrition, Supplements & Compounds, Medical Treatment & Physiology), and Entities (People, Organisations).

Stats

Category	Count
Source summaries	4
Concept pages (full)	19
Concept pages (stub)	9
Entity pages (people)	6
Entity pages (organisations)	3
Total files created	41

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