Wiki Master Index
Domains: Health & Fitness — Thyroid | Health & Fitness — Healthy Aging | Language Learning — French | Cryptocurrency & Finance | Quantum Computing | AI & Technology | Programming & Web Development | Psychology & Decision-Making | Risk & Philosophy | Society, Geopolitics & Future | Social Intelligence | Evolutionary Psychology & Biology | Entrepreneurship & Philosophy Last updated: 2026-04-28 Sources ingested: 45 | Concept pages: 154 | Entity pages: 74
Sources
Health & Fitness — Thyroid Disorders
| Page | Summary |
|---|---|
| healthline-2026-hyperthyroidism-diet | Healthline consumer overview of dietary dos and don’ts for hyperthyroidism. |
| mathew-kaur-rawla-2026-hyperthyroidism-statpearls | StatPearls clinical reference distinguishing hyperthyroidism from thyrotoxicosis (truncated raw). |
| ludgate-hayes-2024-diets-supplements-thyroid | BTF evidence review of specific foods and supplements (14 nutrients) for thyroid disorders. |
| johnson-2019-best-diet-hyperthyroidism | Medical News Today article on foods to eat and avoid for hyperthyroidism. |
Health & Fitness — Healthy Aging
| Page | Summary |
|---|---|
| tessier-2025-optimal-dietary-patterns-healthy-aging | Nature Medicine (2025): 30-year follow-up of 105,015 adults — AHEI is the strongest dietary predictor of healthy aging (OR 1.86); ultraprocessed foods reduce odds by 32%. |
Language Learning — French
| Page | Summary |
|---|---|
| heminway-2018-complete-french-all-in-one | McGraw-Hill comprehensive French grammar & vocabulary reference, ed. Annie Heminway (2018, A2–B2+). |
| unknown-edito-a1-methode-de-francais | ⚠️ Édito A1 French course (Didier); raw file empty/corrupted — stub only, pending re-ingest. |
Cryptocurrency & Finance
| Page | Summary |
|---|---|
| prasad-2021-five-myths-cryptocurrency | Eswar Prasad (Brookings, 2021) debunks 5 crypto myths; blockchain tech is transformative even if coins aren’t money. |
| fischer-2019-yap-stone-money-cryptocurrency | U of Calgary (2019) connects Yap rai stone distributed oral ledger to Bitcoin’s blockchain concept. |
| benton-2026-cryptocurrency-money-laundering-2-3m | Chattanooga TFP (2026): Tennessee woman’s 3 Coinbase accounts seized in $2.3M BEC + romance mule scheme. |
| weisman-2026-ic3-cryptocurrency-investment-scams | Forbes (2026): FBI IC3 2025 report — 8.65B (72% of investment scams). |
| wikipedia-2026-ethereum | Wikipedia (2026): comprehensive Ethereum reference — history, EVM, accounts, gas, PoS mechanics, ERC standards, DeFi, L2 scaling, legal status. |
| ethereumorg-2026-what-is-ethereum | ethereum.org (2026): official explainer — network properties, ETH as productive asset, smart contracts, proof-of-stake, Layer 2. |
| bylund-2025-ethereum-investment-thesis | Motley Fool (2025): ETH vs BTC performance gap, bear case rebuttals, ARK price targets (20T), ETH as productive staking asset. |
| cryptoslate-2025-ethereum-tokens | CryptoSlate (2025): ERC-20/721/1155/4626 standards with code interfaces, token category tables, ecosystem numbers (~60B DeFi TVL). |
| redman-2024-ethereum-technical-analysis | Bitcoin.com News (Dec 2024): ETH at ~4,000 as key resistance; bear scenario subsequently materialised by Apr 2026. |
| newsbtc-2026-ethereum-whale-signal | NewsBTC/CryptoQuant (2026): >100K ETH whale cohort returned to profit — a pattern that has preceded every prior ETH rally; ETH coiling at 2,200 between 100-week and 200-week MAs. |
| grokipedia-2026-ethereum-history | Grokipedia (2026): comprehensive encyclopaedia of Ethereum — full history (2011–2026), EVM architecture, PoS consensus (Gasper), ether supply economics, upgrade timeline through Pectra/Fusaka. |
| coinmarketcap-2026-ethereum-classic | CoinMarketCap (2026): Ethereum Classic (ETC) — origin in the 2016 DAO hack fork, “code is law” philosophy, proof-of-work consensus, market data, and upgrade history. |
| geth-2026-go-ethereum-client | geth.ethereum.org (2026): Geth is the original Go implementation of Ethereum and the most widely used execution client; pairs with a consensus client to run a full node. |
| ethereumorg-2026-ethereum-foundation | ethereum.org/foundation (2026): EF mandate (non-controller, steward), three work areas (protocol dev, ecosystem funding, research), and key programmes: ESP, Academic Grants, Devcon, Bug Bounty. |
| bybit-2026-eth-usdt-spot-trading | Bybit (2026): ETH/USDT spot and perpetual markets, order types, fee structure, ETH Earn (byETH liquid staking), and Bybit Web3 tools. |
| web3canada-2026-what-is-ethereum | Web3Canada/Zeneca (2026): consumer-friendly Ethereum explainer using a layered framework — ether → gas → smart contracts → dApps — and the Bitcoin-vs-Ethereum distinction. |
| kraken-2024-what-is-ethereum | Kraken Learn (Nov 2024): beginner Ethereum guide — Buterin origin story, Bitcoin vs Ethereum, staking mechanics, dApp ecosystem, and ETH as productive asset. |
Quantum Computing & Cryptography
| Page | Summary |
|---|---|
| babbush-neven-2026-quantum-vulnerabilities-cryptocurrency | Google Quantum AI (2026): Bitcoin’s ECC breakable with <500K physical qubits; urges PQC transition by 2029. |
| cottier-2026-quantum-computing-breakthroughs | Discover Magazine (2026): Google Willow, Quantinuum, and Caltech advances shrink timeline to fault-tolerant QC. |
| drury-2026-rigetti-2-qubit-fidelity | Motley Fool (2026): Rigetti’s 99.9% prototype fidelity record is insufficient vs. IonQ’s 99.99%; not a buy. |
AI & Technology
| Page | Summary |
|---|---|
| fridman-huang-2026-nvidia-ai-revolution | Lex Fridman Podcast #494 (2026-03-23): Jensen Huang on NVIDIA strategy, four AI scaling laws, CUDA moat, agentic AI, and the future of computing. |
| fridman-lambert-raschka-2026-state-of-ai | Lex Fridman Podcast #490 (2026-01-31): Lambert & Raschka on China vs US AI race, RLVR, scaling law status, transformer architecture, and AGI timelines. |
| raschka-2024-build-llm-from-scratch | Sebastian Raschka (Manning, 2024): from-scratch GPT implementation in PyTorch — tokenization, self-attention, transformer blocks, pretraining on next-token prediction. |
| karpathy-2022-micrograd-backpropagation | Andrej Karpathy (2022): lecture transcript building micrograd — a 100-line scalar autograd engine — covering backpropagation, chain rule, topological sort, and MLP training from first principles. |
Concepts
Thyroid Conditions
| Page | Summary |
|---|---|
| hyperthyroidism | Excess thyroid hormone production; causes, symptoms, diet management, and treatment overview. |
| thyrotoxicosis | Broader term for excess thyroid hormone exposure to tissues; distinct from hyperthyroidism. |
| graves-disease | Most common cause of hyperthyroidism; autoimmune condition with dietary and microbiome connections. |
| iodine-induced-hyperthyroidism | Uncommon hyperthyroidism triggered by excess iodine intake; usually temporary. |
| bone-mineral-density | How hyperthyroidism accelerates bone loss and how to counter it with calcium and vitamin D. |
Diet & Nutrition
| Page | Summary |
|---|---|
| iodine | Essential thyroid mineral — adequate is protective, excess worsens autoimmune hyperthyroidism. |
| low-iodine-diet | <50 mcg/day iodine protocol prescribed before radioactive iodine treatment. |
| selenium | Trace mineral essential for T4→T3 conversion; reduces thyroid eye disease in Graves’ patients. |
| zinc | Mineral linked to thyroid function; deficiency associated with Graves’ disease. |
| calcium | Protects bone density in hyperthyroidism; interferes with levothyroxine — four-hour gap required. |
| vitamin-d | Supports calcium absorption and bone health; commonly deficient in hyperthyroid patients. |
| iron-and-thyroid | Required for thyroid hormone synthesis; deficiency linked to hyperthyroidism; interferes with levothyroxine. |
| cruciferous-vegetables | Brassicas may reduce thyroid hormone production and iodine uptake — beneficial in hyperthyroidism. |
| kelp | Very high-iodine seaweed supplement; contraindicated in any diagnosed thyroid condition. |
| soy | Interferes with radioactive iodine uptake and levothyroxine absorption. |
| caffeine-and-hyperthyroidism | Amplifies hyperthyroid symptoms (anxiety, palpitations, insomnia); should be limited. |
| gluten-and-thyroid | Possible link to Graves’ disease; gluten elimination may help some patients. |
| anti-inflammatory-diet | Whole-food, plant-rich diet pattern that may support immune regulation in autoimmune thyroid disease. |
| insomnia | Difficulty initiating or maintaining sleep; common symptom of hyperthyroidism due to excess thyroid hormone stimulation. (stub) |
Supplements & Compounds
| Page | Summary |
|---|---|
| biotin | Mega-dose biotin distorts thyroid blood tests; stop 2 days before testing. |
| carnitine | Antioxidant that improved hyperthyroid symptoms (especially palpitations) in a clinical trial. |
| magnesium | Deficiency linked to hypothyroidism; higher levels may help control Graves’ — inconclusive evidence. |
| vitamin-b12 | Lower in hypothyroid patients; no evidence supplementation improves thyroid function. |
| resveratrol | Antioxidant in red wine; no trials in thyroid disease yet. |
| lemon-balm | Herb with lab/case-report evidence of blocking Graves’ antibodies; needs clinical trials. |
Healthy Aging & Dietary Patterns
| Page | Summary |
|---|---|
| healthy-aging | Multidimensional outcome: surviving to 70+ free of chronic disease with intact cognitive, physical, and mental health; AHEI is the strongest dietary predictor in 30-year US cohort data. |
| alternative-healthy-eating-index | Evidence-based dietary quality score (0–110); 11 components; strongest single predictor of healthy aging in Tessier et al. 2025 (OR 1.86). |
| mediterranean-diet | Traditional Mediterranean dietary pattern — olive oil, fish, vegetables, legumes, moderate wine; strongly associated with longevity and cognitive health. |
| dash-diet | Dietary Approaches to Stop Hypertension — sodium restriction, fruits, vegetables, low-fat dairy; validated for blood pressure and healthy aging. |
| mind-diet | Mediterranean-DASH hybrid targeting brain health; uniquely emphasises berries; associated with reduced cognitive decline. |
| ultraprocessed-foods | NOVA Class 4 industrial food formulations; higher consumption predicts 32% lower odds of healthy aging across all domains. |
| dietary-patterns | Holistic characterisation of overall food intake (Mediterranean, DASH, MIND, AHEI); outperforms single-nutrient analysis in predicting healthy aging. (stub) |
Medical Treatment & Physiology
| Page | Summary |
|---|---|
| thyroid-hormones | T3 and T4 — the hormones produced by the thyroid gland, requiring iodine and selenium. |
| radioactive-iodine-treatment | RAI therapy for hyperthyroidism; requires low-iodine diet and soy avoidance beforehand. |
| levothyroxine | Synthetic T4 medication for hypothyroidism; multiple foods/supplements interfere with absorption. |
| gut-microbiome | Emerging link between microbiome diversity and autoimmune thyroid disease; too early for specific advice. |
Entities
People
| Page | Summary |
|---|---|
| marian-ludgate | Prof. Emerita, Cardiff University; thyroid autoimmunity researcher; BTF article co-author. |
| jonathan-hayes | NHS Lothian registered dietitian; BTF article co-author. |
| shannon-johnson | Health writer; author of Medical News Today hyperthyroidism diet article (2019). |
| philip-mathew | Co-author of StatPearls hyperthyroidism clinical reference. |
| jasleen-kaur | Co-author of StatPearls hyperthyroidism clinical reference. |
| prashanth-rawla | Co-author of StatPearls hyperthyroidism clinical reference. |
| annie-heminway | Editor of Practice Makes Perfect: Complete French All-in-One (McGraw-Hill, 2018). |
| eswar-prasad | Cornell economist, Brookings fellow; author of “Five Myths About Cryptocurrency” (2021). |
| ryan-babbush | Director of Research, Quantum Algorithms, Google Quantum AI; co-author of 2026 crypto vulnerability paper. |
| hartmut-neven | VP of Engineering, Google Quantum AI; co-author of 2026 quantum vulnerability disclosure. |
| scott-aaronson | Computer scientist, UT Austin; leading quantum computing theorist and public commentator. |
Organisations
| Page | Summary |
|---|---|
| british-thyroid-foundation | UK patient charity for thyroid disease; publishes evidence-based patient resources. |
| american-thyroid-association | US professional medical society; publishes clinical guidelines and low-iodine diet guidance. |
| statpearls | Continuously updated NCBI-indexed clinical reference resource. |
| mcgraw-hill-education | US educational publisher; publishes the Practice Makes Perfect French series and Language Lab App. |
| brookings-institution | Washington D.C. nonpartisan think tank; published Prasad’s 2021 crypto myths article. |
| google-quantum-ai | Google’s quantum computing division; built Willow chip and published 2026 crypto vulnerability estimates. |
| rigetti-computing | Superconducting QC company (NASDAQ: RGTI); 99.9% prototype fidelity but scaling challenges. |
| ionq | Trapped-ion QC company; industry-leading 99.99% 2-qubit gate fidelity (Oct 2025). |
| quantinuum | Trapped-ion QC company; demonstrated quantum advantage with Fermi-Hubbard simulation (Nov 2025). |
| fbi-ic3 | FBI’s cybercrime complaint centre; 2025 report shows $20.9B in losses, crypto fraud dominant. |
| coinbase | Major US crypto exchange; appeared in money laundering case and as PQC migration collaborator. |
| ethereum-foundation | Swiss non-profit (est. 2014) stewarding the Ethereum protocol; coordinates EIPs, AllCoreDevs, Devcon, and PQC migration. |
| devcon | Annual Ethereum developers and researchers conference organised by the Ethereum Foundation; primary in-person community gathering. (stub) |
| quera | Boston-based neutral-atom quantum computing company; 2025 Caltech collaboration achieved below-threshold logical qubit error rates. (stub) |
People — Cryptocurrency
| Page | Summary |
|---|---|
| vitalik-buterin | Canadian-Russian programmer; conceived and co-founded Ethereum (2013–2015); primary intellectual leader of the Ethereum ecosystem. |
| gavin-wood | British computer scientist; Ethereum co-founder; authored the Yellow Paper (EVM formal specification, April 2014); later founded Parity Technologies and Polkadot. |
People — Nutrition & Epidemiology
| Page | Summary |
|---|---|
| walter-willett | Professor of Epidemiology & Nutrition, Harvard T.H. Chan School; architect of NHS dietary methodology; co-author of Tessier et al. (2025). |
| frank-hu | Professor and Chair of Nutrition, Harvard T.H. Chan School; senior author on Tessier et al. (2025) healthy aging study. |
Research Cohorts & Institutions — Health
| Page | Summary |
|---|---|
| nurses-health-study | US prospective cohort of 121,700 female nurses (1976–); foundational source for long-term diet–disease research. |
| health-professionals-follow-up-study | US prospective cohort of 51,525 male health professionals (1986–); male companion to the Nurses’ Health Study. |
| harvard-chan-school | Harvard T.H. Chan School of Public Health; home of NHS/HPFS cohorts, AHEI development, and major dietary epidemiology output. |
Organisations — Cryptocurrency Analytics
| Page | Summary |
|---|---|
| cryptoquant | South Korean on-chain analytics platform; tracks whale cohort profitability, exchange flows, and miner metrics for crypto market signals. |
| bybit | Major crypto derivatives and spot exchange (founded 2018, Dubai); ETH/USDT perpetuals, liquid ETH staking (byETH), Web3 wallet and DeFi browser. |
| kraken | Long-running US crypto exchange (founded 2011, San Francisco); regulatory compliance focus; publishes educational “Kraken Learn” content. |
| chainalysis | Blockchain data and analytics company; cryptocurrency transaction tracing used by law enforcement and exchanges for compliance. (stub) |
| meta | Meta Platforms (Facebook/Instagram/WhatsApp); platforms used for pig-butchering and cryptocurrency scam recruitment. (stub) |
| marina-fischer | University of Calgary writer; authored 2019 article connecting Yap stone money to Bitcoin’s blockchain concept. (stub) |
| university-of-calgary | Canadian research university in Alberta; affiliated with Marina Fischer (Yap stone money article). (stub) |
Concepts — Language Learning (French)
Core
| Page | Summary |
|---|---|
| french-language-learning | Study and acquisition of French as a foreign language; covers grammar, vocabulary, pronunciation, and CEFR levels. |
| french-grammar | Full rule system of French: hub page linking all grammar topics with overview of articles, verbs, pronouns, prepositions, negation. |
| cefr-language-levels | A1–C2 proficiency framework: full can-do descriptors, grammar milestones per level, certifications (DELF/DALF), and time estimates. |
Grammar Topics
| Page | Summary |
|---|---|
| french-articles | Definite, indefinite, and partitive articles; contractions with à/de; when articles are omitted. |
| french-noun-gender | Masculine/feminine gender; ending-based detection rules; nouns that change meaning with gender; adjective agreement. |
| french-adjectives | Gender/number agreement; BAGS position rule; meaning changes by position; comparative and superlative forms. |
| french-verb-tenses | All 15 tenses/moods with conjugation tables; avoir/être choice; passé composé vs imparfait; conditional sentences. |
| french-subjunctive | Subjunctive mood: formation, 10 irregular verbs, all trigger categories (WEIRDO), conjunction table, indicative vs. subjunctive. |
| french-pronominal-verbs | Reflexive, reciprocal, and inherently pronominal verbs; compound tense with être; past participle agreement; imperative forms. |
| french-pronouns | Subject, direct/indirect object, adverbial y/en, disjunctive, reflexive, relative, and interrogative pronouns with placement rules. |
| french-prepositions | Core prepositions; geographic rules; verb+preposition+infinitive lists; depuis/pendant/pour distinction; à vs dans. |
| french-negation | ne…pas and all variants (jamais, rien, personne, plus, que, ni…ni, aucun); compound tense positions; expletive ne. |
| french-adverbs | Formation with -ment; irregular adverbs; placement in simple vs compound tenses; comparative/superlative; transition adverbs. |
| french-questions | Three yes/no question methods; interrogative words; inversion with euphonic -t-; indirect questions; tag questions. |
| french-numbers | Cardinals 0–1 billion (including 70–99 irregulars, Belgian variants); ordinals; time; dates; fractions; approximate quantities. |
| french-conjunctions | Coordinating conjunctions; subordinating + indicative (cause, time, condition); subordinating + subjunctive (purpose, concession). |
| french-indirect-speech | Reported speech: pronoun changes, tense backshift table, time expression changes, indirect questions with si, reporting commands. |
| french-passive-voice | être + past participle; par vs de agent; all tenses; on construction and pronominal alternatives; state vs action distinction. |
Concepts — Cryptocurrency & Finance
Core
| Page | Summary |
|---|---|
| cryptocurrency | Digital currency on distributed ledgers; volatile, scam-prone, and facing quantum security threats. |
| blockchain | Distributed append-only ledger technology underlying crypto; conceptually parallels Yap stone oral ledger. |
| bitcoin | Original and dominant cryptocurrency; proof-of-work; 21M cap; slow/expensive payments; quantum-vulnerable. |
| ethereum | Programmable blockchain with EVM; smart contracts, DeFi, NFTs, stablecoins, Layer 2 ecosystem; PoS since Sep 2022 Merge. |
| smart-contracts | Self-executing code on Ethereum; immutable, deterministic, trustless; enables DeFi, DAOs, NFTs, token issuance. |
| proof-of-stake | Ethereum’s consensus since The Merge (Sep 2022); validators stake 32 ETH; >99% energy reduction vs PoW; slashing enforces honesty. |
| defi | Decentralised Finance on Ethereum: DEXs (Uniswap), lending (Aave), stablecoins, yield aggregators; ~$60B TVL. |
| ethereum-token-standards | ERC-20 (fungible), ERC-721 (NFTs), ERC-1155 (multi-token), ERC-4626 (vaults); enables seamless DeFi interoperability. |
| layer-2 | Secondary networks on Ethereum (Arbitrum, Optimism, Base, ZKSync); optimistic and ZK rollups; 50–90% fee reduction post-Dencun. |
| nft | Non-fungible token (ERC-721); unique on-chain ownership proof; peaked 2021 ($69M Beeple); gaming and RWA use cases growing. |
| proof-of-work | Original blockchain consensus mechanism; miners compete on computational puzzles; used by Bitcoin and Ethereum Classic; energy-intensive. (stub) |
| gas | Ethereum unit of computational work; users pay gas fees in ETH to execute transactions and smart contracts; reformed by EIP-1559. (stub) |
| liquid-staking | Staking ETH and receiving a transferable receipt token (stETH, byETH) representing the position; enables simultaneous DeFi participation. (stub) |
Financial Instruments
| Page | Summary |
|---|---|
| stablecoin | Crypto pegged 1:1 to fiat; solves volatility but derives value from the government currencies it was meant to replace. |
| central-bank-digital-currency | Sovereign digital money; Bahamas live, China/Japan/Sweden in trials; response to crypto competitive pressure. |
| dogecoin | Meme coin with no supply cap or utility; price driven by social media; pure greater-fool speculation. |
Fraud & Crime
| Page | Summary |
|---|---|
| cryptocurrency-scams | Crypto fraud: $8.65B in 2025 (72% of investment scam losses); pig butchering and money mule schemes dominant. |
| pig-butchering-scam | Long-duration romance scam luring victims into fake crypto investments; up 8,500% in 4 years. |
| money-mule | Person recruited to transfer stolen funds, often via romance/job scam; crypto kiosks enable rapid laundering. |
| yap-stone-money | Ancient Micronesian distributed-ledger currency; conceptual precursor to blockchain. |
Trading & Analysis
| Page | Summary |
|---|---|
| on-chain-analysis | Reading public blockchain transaction data — wallet profitability, exchange flows, whale activity — to generate market signals. |
| technical-analysis-crypto | Chart-based price analysis using moving averages, RSI, MACD, and support/resistance to forecast crypto price movements. |
| ethereum-classic | The original unforked Ethereum chain from 2016 — preserves pre-DAO-hack history; “code is law”; proof-of-work consensus; fixed 210.7M ETC supply. |
| dao-hack | June 2016 reentrancy exploit draining 3.6M ETH from The DAO smart contract; triggered the ETH/ETC chain split; foundational event in smart contract security. |
| eip-1559 | August 2021 Ethereum fee reform: protocol-computed base fee burned each block; reduces fee volatility; creates deflationary ETH mechanics during high demand. |
| ethereum-virtual-machine | Turing-complete, sandboxed, stack-based VM executing smart contract bytecode; deterministic across all nodes; de facto cross-chain standard emulated by BSC, Arbitrum, Base, and others. |
| geth | Official Go implementation of Ethereum; original execution client (2015–present); handles transactions, EVM execution, and state; pairs with consensus client post-Merge. |
| initial-coin-offering | Token crowdfunding on Ethereum ERC-20; 2017–2018 boom raised >$10B across 800+ projects; collapsed under SEC enforcement and bear market; predecessor to DeFi governance tokens. |
Concepts — Quantum Computing & Cryptography
Core
| Page | Summary |
|---|---|
| quantum-computing | Computing using quantum mechanics; recent breakthroughs have dramatically shortened the timeline to fault-tolerant machines. |
| qubit | Basic quantum information unit; can superpose 0 and 1 simultaneously; fragile and prone to decoherence. |
| quantum-error-correction | Correcting qubit errors; Google Willow (2024) crossed the critical fault-tolerant threshold. |
| quantum-advantage | Performing a computation intractable classically; Quantinuum’s Fermi-Hubbard simulation (2025) is a credible case. |
Cryptography
| Page | Summary |
|---|---|
| elliptic-curve-cryptography | ECC/ECDLP-256 secures Bitcoin and most blockchains; breakable by Shor’s algorithm on a future CRQC. |
| post-quantum-cryptography | NIST-standardised algorithms resistant to quantum attack; the migration path for crypto and internet security. |
| shors-algorithm | Quantum algorithm that solves discrete logarithms in polynomial time; threatens ECC; qubit needs falling fast. |
| 2-qubit-gate-fidelity | Standard QC accuracy metric; IonQ leads at 99.99%; Rigetti prototype 99.9% but production system only 99%. |
Concepts — AI & Technology
Core AI
| Page | Summary |
|---|---|
| ai-scaling-laws | Four scaling axes (pre-training, post-training, test-time, agentic) that make AI capability scale primarily with compute; Lambert’s three-axis status check confirms all still working. |
| agentic-ai | AI systems that autonomously use tools, access files, spawn sub-agents; Jensen Huang calls it the current inflection point. |
| large-language-models | Transformer-based neural networks at the foundation of modern AI; architecturally GPT-2 at core; rich open-weight ecosystem as of 2026. |
| artificial-general-intelligence | Huang: AGI is already here; Lambert/Raschka: capabilities are jagged, specialised models will dominate. |
| open-source-ai | Open-weights AI strategy; Chinese labs dominate large MoE tier; training data legal risks growing (Anthropic $1.5B lawsuit). |
| mixture-of-experts | Sparse FFN routing enabling larger parameter counts at lower per-token compute; dominant frontier architecture as of 2026. |
| synthetic-data | AI-generated training data; addresses data scarcity in pre-training and powers RLVR problem-answer pair generation. |
| rlvr | Reinforcement Learning with Verifiable Rewards; scales log-linearly; unlocks inference-time reasoning; coined by AI2 Tulu 3 team. |
| reinforcement-learning-from-human-feedback | RLHF; finishes model style/tone; plateaus due to reward hacking; does not scale like RLVR. |
| transformer-architecture | Autoregressive decoder-only transformer; fundamentally GPT-2; innovations are efficiency tweaks (MoE, GQA, MLA, SwiGLU). |
| text-diffusion-models | Parallel token generation alternative to autoregressive; early commercial deployment in code-diff startups (2026). |
| attention-mechanism | Self-attention via Q/K/V projections and scaled dot-products; causal masking for GPT; multi-head attention for diverse representation subspaces. |
| tokenization | Text → token IDs pipeline; BPE algorithm (50,257 tokens in GPT-2); sliding window data sampling for next-token prediction training. |
| word-embeddings | Token embedding lookup table + positional embedding; final input = their sum; bridge between discrete token IDs and continuous neural computation. |
| gpt-architecture | Decoder-only transformer: embeddings → N transformer blocks (pre-LayerNorm, causal MHA, residual, GELU FFN) → linear head; GPT-2 config tables. |
| pretraining | Stage 1 of LLM training: self-supervised next-token prediction on unlabeled text; cross-entropy loss; creates the foundation model. |
Infrastructure & Platform
| Page | Summary |
|---|---|
| cuda | NVIDIA’s GPU computing platform; developer install base is NVIDIA’s #1 moat, built over 20 years at enormous initial cost. |
| ai-factory | Data centres reframed as token-producing factories; warehouses gave way to revenue-generating compute infrastructure. |
| rack-scale-computing | Co-designing GPU, CPU, memory, networking, power, and cooling as one logical unit; NVLink 72 and Vera Rubin pod. |
| physical-ai | AI for physical domains — robotics, satellite imaging, biology, weather — distinct from language-only models. |
Machine Learning Fundamentals
| Page | Summary |
|---|---|
| neural-network | Mathematical expression mapping inputs to outputs via learnable weights; trained by backpropagation and gradient descent. |
| backpropagation | Algorithm computing gradients of a loss function w.r.t. all network weights by reverse-traversal of the computational graph using the chain rule. |
| automatic-differentiation | Software technique computing exact derivatives of arbitrary programs by recording operations at runtime; engine behind PyTorch and JAX. |
| multi-layer-perceptron | Stack of fully connected layers with nonlinear activations; the foundational deep network architecture. |
| loss-function | Scalar prediction-error metric; root node of the backpropagation graph; target of gradient descent minimisation. |
| gradient-descent | Iterative weight update rule w ← w − lr × ∂L/∂w; drives neural networks toward lower loss using backpropagation gradients. |
| computational-graph | DAG of operations recording data dependencies; enables automatic differentiation via reverse topological traversal. (stub) |
| chain-rule | Calculus rule for composing derivatives; the mathematical foundation of backpropagation. (stub) |
Entities — AI & Technology
People
| Page | Summary |
|---|---|
| jensen-huang | Co-founder and CEO of NVIDIA (1993–present); architect of CUDA strategy and the extreme co-design philosophy. |
| lex-fridman | AI researcher and long-form podcast host; Podcast #494 (Jensen Huang) and #490 (Lambert & Raschka). |
| nathan-lambert | Post-training lead at AI2; co-coined RLVR; RLHF Book author; Podcast #490 guest. |
| sebastian-raschka | ML researcher and educator; Build a LLM From Scratch (2024); Podcast #490 guest. |
| andrej-karpathy | Slovak-Canadian AI researcher; OpenAI co-founder, former Tesla AI director; creator of micrograd and Neural Networks: Zero to Hero lecture series. |
| elon-musk | South African-American entrepreneur; CEO of Tesla and SpaceX; owner of X (Twitter); discussed in context of AI compute strategy. (stub) |
Organisations & Products
| Page | Summary |
|---|---|
| nvidia | Dominant AI compute company (NASDAQ: NVDA); ~$4T market cap; designs GPUs, CUDA platform, and AI rack systems. |
| tsmc | World’s leading contract foundry; manufactures NVIDIA GPUs; noted for engineering excellence and operational trust. |
| openclaw | Agentic AI platform; Jensen Huang’s “iPhone of tokens”; fastest-growing application in history per Huang (2026). |
| anthropic | Maker of Claude; coding-focused culture; lost $1.5B training data lawsuit in 2026 for torrenting books. |
| openai | GPT-5, o1, gpt-oss-120b; routing architecture for cost efficiency; chaotic but research-innovative. |
| deepseek | Chinese open-weight lab; R1 was the geopolitical AI moment of 2025; pioneered RLVR scaling at scale. |
| allen-institute-for-ai | AI2; OLMo fully open models; Tulu 3 RLVR recipe; non-profit; Nathan Lambert’s employer. |
| micrograd | Andrej Karpathy’s ~100-line scalar autograd engine; pedagogical implementation of backpropagation and MLP training. |
| pytorch | Meta’s open-source deep learning framework; dominant research and production library; tensor-scale version of what micrograd demonstrates. |
| perplexity | AI-powered search engine providing cited conversational answers; mentioned in context of the agentic AI application wave. (stub) |
Sources — Programming & Web Development
| Page | Summary |
|---|---|
| schwarzmuller-2021-react-burger-app | React 17 + Redux + Firebase burger-builder SPA; capstone project from Schwarzmüller’s “React: The Complete Guide” (Udemy). |
| schmedtmann-2018-natours-advanced-css | Natours static landing page; course project from Schmedtmann’s “Advanced CSS and Sass” (Udemy); full 7-1 Sass architecture and BEM. |
Concepts — Programming & Web Development
Frontend Frameworks & Libraries
| Page | Summary |
|---|---|
| react | Facebook’s component-based UI library; virtual DOM, unidirectional data flow; powers the burgerApp SPA. |
| redux | Predictable state container; single store + pure reducers + actions; connected via react-redux and redux-thunk for async. |
| react-router | Client-side routing for React SPAs; BrowserRouter, Route, Switch, withRouter. |
| single-page-application | One HTML shell, JS-driven navigation without page reloads; enables fast, app-like web experiences. |
| higher-order-components | React composition pattern wrapping a component to add cross-cutting behaviour (error handling, routing injection). |
| firebase | Google BaaS; burgerApp uses Realtime Database for orders and Identity Toolkit REST API for auth. |
| webpack | JavaScript module bundler; traces imports, applies loaders, outputs optimised bundles; powers the burgerApp build. |
CSS & Styling
| Page | Summary |
|---|---|
| sass-scss | CSS preprocessor adding variables, nesting, mixins, and partials; SCSS dialect used throughout Natours. |
| css-architecture | 7-1 folder pattern for scalable Sass codebases: abstracts → base → components → layout → pages. |
| bem-methodology | Block Element Modifier naming convention; flat specificity, self-documenting class names; used in Natours. |
| css-animations | @keyframes entrance animations, CSS transitions, and 3D flip cards (transform + backface-visibility) in Natours. |
| responsive-design | Fluid grids + media queries; Natours uses em-unit breakpoints via a Sass respond() mixin at 600/900/1200/1800px. |
Entities — Programming & Web Development
People
| Page | Summary |
|---|---|
| manning-publications | US technical book publisher; publishes Build a LLM From Scratch (Raschka, 2024); known for MEAP early-access program. |
People
| Page | Summary |
|---|---|
| maximilian-schwarzmuller | Udemy instructor; creator of “React: The Complete Guide”; the burgerApp is his course’s capstone project. |
| jonas-schmedtmann | Udemy instructor; creator of “Advanced CSS and Sass”; designed and built the Natours project. |
Organisations & Platforms
| Page | Summary |
|---|---|
| udemy | Online learning marketplace; hosts both the React course (Schwarzmüller) and the Advanced CSS course (Schmedtmann). |
Sources — Psychology & Decision-Making
| Page | Summary |
|---|---|
| kahneman-2011-thinking-fast-and-slow | Daniel Kahneman’s synthesis of dual-process cognition, heuristics & biases, prospect theory, and overconfidence — the foundational text of behavioural economics. |
Sources — Risk, Philosophy & Ethics
| Page | Summary |
|---|---|
| taleb-2018-skin-in-the-game | Nassim Taleb (2018): skin in the game as epistemic filter, ethical obligation, and mechanism for system self-correction; intolerant minority, Lindy effect, interventionistas. |
Sources — Society, Geopolitics & Future
| Page | Summary |
|---|---|
| harari-2018-21-lessons | Yuval Noah Harari (2018): 21 essays on present challenges — AI/automation, surveillance, nationalism vs. globalism, post-truth, resilience, and the need to learn how to learn. |
Sources — Social Intelligence & Communication
| Page | Summary |
|---|---|
| tynan-2015-superhuman-social-skills | Tynan (2015): social skills as learnable; four communication channels (content, meta, emotion, status); architecture of friend groups; eliminating annoyance before adding value. |
Sources — Evolutionary Psychology & Biology
| Page | Summary |
|---|---|
| miller-2001-mating-mind | Geoffrey Miller (2001): human mind evolved through sexual selection as fitness indicator — intelligence, language, art, humour, and morality as costly courtship displays. |
Concepts — Psychology & Decision-Making
Cognitive Architecture
| Page | Summary |
|---|---|
| system-1-system-2 | Kahneman’s dual-process model: System 1 is fast/automatic/associative; System 2 is slow/deliberate/effortful; most errors arise when System 1 substitutes easier questions for harder ones. |
| cognitive-biases | Hub page for systematic errors in judgement: representativeness, availability, anchoring, overconfidence, framing, and loss aversion — all documented by Kahneman & Tversky. |
| heuristics | Mental shortcuts enabling fast good-enough judgements; efficient in most contexts but producing systematic biases in statistical or financial domains. |
Biases
| Page | Summary |
|---|---|
| availability-heuristic | Estimating frequency by ease of recall; distorted by emotional salience, recency, and media coverage — causing rare vivid events to be over-estimated. |
| anchoring-bias | Over-reliance on the first number encountered; adjustment from anchor is always insufficient even when the anchor is arbitrary. |
| overconfidence | Systematic over-estimation of one’s predictive accuracy; includes illusion of validity, planning fallacy, and hindsight bias — Kahneman’s “most damaging bias.” |
| framing-effect | Logically equivalent information presented as gain vs. loss produces different decisions; preferences are constructed by context, not merely revealed by choices. |
Decision Theory
| Page | Summary |
|---|---|
| prospect-theory | Kahneman & Tversky’s descriptive model of risky choice: reference dependence, loss aversion (~2:1 asymmetry), diminishing sensitivity, and probability weighting produce the fourfold pattern. |
| loss-aversion | Losses weigh ~2× gains; drives endowment effect, status quo bias, sunk cost fallacy, and the disposition effect in finance. |
Concepts — Risk, Philosophy & Ethics
| Page | Summary |
|---|---|
| skin-in-the-game | Personal exposure to consequences as epistemic filter, ethical obligation, and system self-correction mechanism; Taleb’s central principle in Skin in the Game. |
| lindy-effect | Expected future lifespan of non-perishables is proportional to current age; time-tested knowledge has survived implicit testing — a heuristic for valuing the classical over the new. |
| antifragility | Taleb’s term for systems that gain strength from volatility and disorder — beyond robust (unchanged) and fragile (harmed); skin in the game is the mechanism that creates antifragility. |
| black-swan | High-impact events outside the realm of regular expectations, rationalised in hindsight; Taleb’s signature concept from the preceding Incerto book. |
| intolerant-minority | A small committed non-compromising minority can impose its preferences on a tolerant majority when accommodation costs are asymmetric — halal food, language standards, political vetoes. |
Concepts — Society, Geopolitics & Future
| Page | Summary |
|---|---|
| post-truth | Political environment where emotion and tribal narrative are more influential than facts; Harari argues this is not new — humans have always required shared fictions to cooperate at scale. |
| surveillance-capitalism | Accumulation of behavioural data by corporations and governments enabling prediction/manipulation of preferences; whoever owns the data owns the future political economy. |
| technological-unemployment | AI/automation threatening to displace cognitive and creative work — qualitatively different from previous industrial revolutions; requires education focused on learning-to-learn. |
| nationalism | Harari’s nuanced view: nationalism provides legitimate local meaning but is structurally incapable of solving 21st-century global collective-action problems (climate, nuclear, AI governance). |
Concepts — Social Intelligence & Communication
| Page | Summary |
|---|---|
| social-skills | Learnable interpersonal competencies; four channels of communication; architecture of friend groups; be a net addition; eliminate annoyance before adding value — per Tynan. |
| communication-channels | Tynan’s four simultaneous channels: content (literal words), meta (subtext/implication), emotion (tone), status (hierarchy); meta is most important for real social decisions. |
Concepts — Evolutionary Psychology & Biology
| Page | Summary |
|---|---|
| evolutionary-psychology | Scientific discipline applying evolutionary biology to explain human psychological mechanisms as adaptations shaped during the Pleistocene; covers mating, social cognition, and cognitive heuristics. |
| sexual-selection | Darwin’s second mechanism: traits evolve because they increase mating success; mate choice drives evolution of costly honest-signal ornaments — Miller applies this to the human mind. |
| fitness-indicators | Costly, hard-to-fake traits that honestly signal genetic quality to mates (Zahavi handicap principle); Miller argues general intelligence, art, and humour are human mental fitness indicators. |
| runaway-selection | Fisher’s model of preference and trait co-evolving in a self-reinforcing loop; Miller’s “Runaway Brain” hypothesis explains rapid hominid brain expansion as a runaway sexual selection process. |
Entities — Psychology, Risk & Philosophy
People
| Page | Summary |
|---|---|
| daniel-kahneman | Israeli-American psychologist; Nobel 2002; co-founded heuristics-and-biases programme with Tversky; author of Thinking, Fast and Slow. |
| amos-tversky | Israeli cognitive psychologist; Kahneman’s co-developer of prospect theory and heuristics research; widely considered the most influential psychologist of the 20th century. |
| nassim-nicholas-taleb | Lebanese-American statistician and former derivatives trader; Incerto series author (Black Swan, Antifragile, Skin in the Game); risk, uncertainty, and epistemic humility. |
| yuval-noah-harari | Israeli historian; Hebrew University Jerusalem; author of Sapiens, Homo Deus, 21 Lessons for the 21st Century; global-scale macro-historical narratives. |
| osho | Indian spiritual teacher (1931–1990); eclectic teachings on meditation and present-moment awareness; influence on Naval Ravikant’s happiness philosophy. (stub) |
| krishnamurti | Indian philosopher (1895–1986) teaching self-inquiry and direct observation; rejected all authority and tradition; influence on Naval Ravikant. (stub) |
Entities — Social Intelligence & Evolutionary Psychology
People
| Page | Summary |
|---|---|
| tynan | Self-improvement author; Superhuman Social Skills (2015); self-publishes concise practical guides on social, productivity, and lifestyle topics. |
| geoffrey-miller | Evolutionary psychologist (UNM); The Mating Mind (2001); argues human mental capacities evolved as sexual selection fitness indicators. |
Sources — Entrepreneurship, Philosophy & Personal Development
| Page | Summary |
|---|---|
| wikipedia-2025-naval-ravikant | Wikipedia biographical article: early life, Epinions lawsuit, AngelList, notable investments, philosophical overview. |
| smillie-2014-avenging-angel | Dartmouth Alumni Magazine (2014): Epinions betrayal narrative, Venture Hacks → AngelList arc, JOBS Act lobbying, syndicates model. |
| parrish-2019-naval-ravikant-knowledge-project | Farnam Street Knowledge Project Ep. #18 (2019): reading habits, happiness as absence of desire, foundational values, single-player vs. multi-player games. |
| stankovic-2021-naval-ravikant-profile | Unblock.net profile (2021): 37-tweet blockchain manifesto, MetaStable/CoinList/Spearhead, five life lessons. |
| ferriss-2020-naval-ravikant-happiness-anxiety | Tim Ferriss Show (Oct 2020): wealth framework, anxiety as liability, 60/60 meditation practice, crypto as sovereign-resistant wealth, long-term as master principle. |
| grokipedia-2026-naval-ravikant | Grokipedia (2026): most encyclopaedic source — full biography, 8+ ventures, 200+ investments, complete philosophical framework, recent activity through 2026. |
| maurer-2024-naval-ravikant-wealth-philosophy | Forbes (Sep 2024): three things money can’t buy (time, health, inner peace); behavioural finance framing; Kahneman/Deaton $75K finding. |
Concepts — Entrepreneurship, Philosophy & Personal Development
Wealth & Economic Philosophy
| Page | Summary |
|---|---|
| wealth-creation | Naval Ravikant’s five-pillar framework: equity over wages, specific knowledge, leverage, accountability, and productising yourself to build assets that earn while you sleep. |
| specific-knowledge | Curiosity-driven expertise that cannot be taught or commoditised; feels like play to you, looks like work to others; the personal edge that drives outsized returns when combined with leverage. |
| leverage | Four force-multipliers on effort: capital (permissioned), labour (permissioned), code (permissionless, zero marginal cost), media (permissionless, zero marginal cost). |
| angel-investing | Early-stage equity investing; AngelList’s democratisation via syndicates and compliance automation; Naval’s track record (Uber, Twitter, Notion); Spearhead fund. |
| startup-ecosystem | Interconnected network of founders, investors, accelerators, and advisors enabling early-stage company formation; AngelList was built to open-source this network. (stub) |
Personal Development
| Page | Summary |
|---|---|
| long-term-thinking | Consistently choosing compounding long-term outcomes over short-term comfort — Naval’s “master principle” for wealth, health, relationships, and habits. (stub) |
| meditation | Naval’s 60/60 self-examination practice (60 min/day for 60 days); calmness as cognitive superpower; clearing the mental inbox to dissolve chronic anxiety. (stub) |
| happiness-philosophy | Naval Ravikant’s framework: happiness as the default state achieved by removing desire, quieting the monkey mind, and practising present-moment awareness — rooted in Eastern philosophy (Krishnamurti, Osho, Gita, Stoicism). |
| bhagavad-gita | Hindu scripture teaching karma yoga — acting without attachment to outcomes; key philosophical influence on Naval Ravikant’s happiness and wealth philosophy. (stub) |
Entities — Entrepreneurship, Philosophy & Personal Development
People
| Page | Summary |
|---|---|
| naval-ravikant | Indian-American entrepreneur, angel investor, and philosopher; co-founder of AngelList; architect of the specific-knowledge/leverage wealth framework and the happiness-as-desirelessness philosophy. |
| babak-nivi | Co-founder of AngelList and Venture Hacks with Naval Ravikant; co-author of the February 2026 “vibe coding” essay. |
| tim-ferriss | Author (4-Hour Workweek), podcast host, and angel investor; conducted two major Naval Ravikant interviews (2015, 2020); early AngelList syndicate power user. |
| eric-jorgenson | Compiled The Almanack of Naval Ravikant (2020): 1M+ paid copies, 3M+ free digital copies; expanded edition September 2025. |
| kamal-ravikant | Naval Ravikant’s brother; author of Love Yourself Like Your Life Depends On It (2012). (stub) |
Organisations
| Page | Summary |
|---|---|
| angellist | Startup investment platform co-founded by Naval Ravikant and Babak Nivi (2010); democratised angel investing via syndicates; $4B valuation (2022); spawned CoinList. |
| coinlist | Token fundraising and compliance platform spun out of AngelList (2017); $1.5B valuation (2021); hosted Solana, Algorand, Filecoin token sales. (stub) |
| venture-hacks | Startup advice blog by Naval Ravikant and Babak Nivi (2007); demystified term sheets and fundraising; network seeded AngelList. (stub) |