# Lectern (lectern.tv)

> Ad-free, peer-curated academic video index of 2,900+ full-length university courses, departmental colloquia, and research seminars from MIT, Yale, Stanford, Oxford, IAS, and Perimeter Institute.

Lectern is an independent, ad-free public archive and academic discovery engine indexing full-length university courses, departmental colloquia, and research seminars. Every lecture is attributed to its originating university, course code, and faculty speaker, and organized across 10 canonical academic disciplines and 56 departmental subfields.

## Primary Index & Machine-Readable Endpoints

- [Home & Catalog Feed](https://lectern.tv/): Curated courses, featured colloquia, and filterable academic video ledger.
- [Browse Taxonomy](https://lectern.tv/browse): 10 academic disciplines, 56 subfields, and 190+ research topics.
- [University Courses](https://lectern.tv/courses): Full-semester university courses with ordered lecture syllabi.
- [Standalone Talks & Seminars](https://lectern.tv/talks): Self-contained research colloquia, Nobel lectures, and keynotes.
- [Guided Study Paths](https://lectern.tv/paths): Multi-course curricula sequencing lectures across institutions.
- [Universities & Research Institutes](https://lectern.tv/institutions): Provenance directory of indexed academic institutions.
- [Speakers & Faculty](https://lectern.tv/speakers): Directory of professors, Nobel laureates, Fields medalists, and Turing Award recipients.
- [Full Catalog Context (llms-full.txt)](https://lectern.tv/llms-full.txt): Exhaustive markdown index of all courses, syllabi, study paths, disciplines, and subfields.
- [XML Sitemap](https://lectern.tv/sitemap.xml): Complete URL & Video Sitemap.
- [RSS Feed](https://lectern.tv/feed.xml): Global and per-discipline/institution/speaker/course RSS 2.0 + Media RSS feeds.

## Academic Disciplines & Subfields

- [Computer Systems & Software](https://lectern.tv/topics/computer-science): Distributed systems, databases, operating systems, compilers, programming languages, malleable media, and computer architecture.
  - [Distributed Systems](https://lectern.tv/topics/computer-science?subtopic=Distributed%20Systems): Consensus protocols, replication, fault tolerance, distributed transactions, and cluster dataflow.
  - [Database Systems](https://lectern.tv/topics/computer-science?subtopic=Database%20Systems): Storage engines, B+ and LSM trees, query optimization, MVCC concurrency control, and ACID recovery.
  - [Programming Languages](https://lectern.tv/topics/computer-science?subtopic=Programming%20Languages): Compilers, type systems, functional programming, runtime memory management, and language semantics.
  - [Operating Systems](https://lectern.tv/topics/computer-science?subtopic=Operating%20Systems): Kernel architecture, virtual memory, threads, synchronization primitives, file systems, and systems programming.
  - [Computer Architecture](https://lectern.tv/topics/computer-science?subtopic=Computer%20Architecture): Processor pipelines, cache hierarchies, SIMD/GPU execution, instruction set design, and hardware performance.
  - [Computer Networks & Cloud](https://lectern.tv/topics/computer-science?subtopic=Computer%20Networks%20%26%20Cloud): Internet architecture, TCP/IP congestion control, routing protocols, datacenter networking, and SRE.
  - [Systems Security](https://lectern.tv/topics/computer-science?subtopic=Systems%20Security): Memory safety, vulnerability analysis, sandboxing, privilege separation, and network/web security.
  - [Software Design & HCI](https://lectern.tv/topics/computer-science?subtopic=Software%20Design%20%26%20HCI): Software architecture, data abstraction, human-computer interaction, and programming media.
  - [Malleable Computing & Dynamic Media](https://lectern.tv/topics/computer-science?subtopic=Malleable%20Computing%20%26%20Dynamic%20Media): Tools for thought, dynamic/spatial media, local-first software, CRDTs, Smalltalk, hypermedia, and interactive graphics.
- [Algorithms & Theoretical CS](https://lectern.tv/topics/algorithms-theory): Algorithms, data structures, computational complexity, zero-knowledge cryptography, formal verification, and algorithmic information theory.
  - [Algorithms & Data Structures](https://lectern.tv/topics/algorithms-theory?subtopic=Algorithms%20%26%20Data%20Structures): Dynamic programming, graph algorithms, divide and conquer, randomized algorithms, and data structures.
  - [Computational Complexity](https://lectern.tv/topics/algorithms-theory?subtopic=Computational%20Complexity): Complexity classes, P vs NP, reductions, Turing machines, circuit complexity, and PCP theorems.
  - [Cryptography](https://lectern.tv/topics/algorithms-theory?subtopic=Cryptography): Zero-knowledge proofs, post-quantum and elliptic-curve cryptography, multiparty computation, and differential privacy.
  - [Formal Methods & Type Theory](https://lectern.tv/topics/algorithms-theory?subtopic=Formal%20Methods%20%26%20Type%20Theory): Lambda calculus, dependent and homotopy type theory, formal specification (TLA+), proof assistants, and logic.
  - [Algorithmic Information & Coding Theory](https://lectern.tv/topics/algorithms-theory?subtopic=Algorithmic%20Information%20%26%20Coding%20Theory): Kolmogorov complexity, Solomonoff induction, minimum description length, error-correcting codes, and information complexity.
- [AI & Machine Learning](https://lectern.tv/topics/artificial-intelligence): Deep learning, language models, reinforcement learning, mechanistic interpretability, active inference, cybernetics, and world models.
  - [Language Models & NLP](https://lectern.tv/topics/artificial-intelligence?subtopic=Language%20Models%20%26%20NLP): Transformer architectures, large language models, tokenization, pretraining, alignment (RLHF), and linguistics.
  - [Deep Learning](https://lectern.tv/topics/artificial-intelligence?subtopic=Deep%20Learning): Neural network architectures, backpropagation, automatic differentiation, diffusion and generative models.
  - [Computer Vision & Graphics](https://lectern.tv/topics/artificial-intelligence?subtopic=Computer%20Vision%20%26%20Graphics): Convolutional networks, visual recognition, 3D geometry, rendering, and computational imaging.
  - [Reinforcement Learning](https://lectern.tv/topics/artificial-intelligence?subtopic=Reinforcement%20Learning): Markov decision processes, value iteration, Q-learning, policy gradients, exploration, and planning.
  - [Statistical Learning & Causality](https://lectern.tv/topics/artificial-intelligence?subtopic=Statistical%20Learning%20%26%20Causality): Generalization bounds, VC dimension, kernel methods, Bayesian inference, and causal inference.
  - [Mechanistic Interpretability, Alignment & World Models](https://lectern.tv/topics/artificial-intelligence?subtopic=Mechanistic%20Interpretability%2C%20Alignment%20%26%20World%20Models): Mechanistic interpretability, sparse autoencoders, neural circuits, AI alignment, scalable oversight, and world models.
  - [Active Inference, Cybernetics & Artificial Life](https://lectern.tv/topics/artificial-intelligence?subtopic=Active%20Inference%2C%20Cybernetics%20%26%20Artificial%20Life): Free Energy Principle, predictive processing, Bayesian brain, second-order cybernetics, cellular automata, and artificial life.
- [Mathematics](https://lectern.tv/topics/mathematics): Linear algebra, analysis, topology, differential geometry, probability, number theory, category theory, and foundations of mathematics.
  - [Linear Algebra](https://lectern.tv/topics/mathematics?subtopic=Linear%20Algebra): Vector spaces, Gaussian elimination, eigenvalues and spectral theory, SVD, and matrix factorizations.
  - [Calculus & Analysis](https://lectern.tv/topics/mathematics?subtopic=Calculus%20%26%20Analysis): Single and multivariable calculus, real and complex analysis, measure theory, Fourier analysis, and ODEs/PDEs.
  - [Topology & Geometry](https://lectern.tv/topics/mathematics?subtopic=Topology%20%26%20Geometry): Point-set and algebraic topology, smooth manifolds, Riemannian and symplectic geometry, and algebraic geometry.
  - [Probability & Information Theory](https://lectern.tv/topics/mathematics?subtopic=Probability%20%26%20Information%20Theory): Probability distributions, limit theorems, stochastic processes, Markov chains, martingales, and Shannon entropy.
  - [Combinatorics & Graph Theory](https://lectern.tv/topics/mathematics?subtopic=Combinatorics%20%26%20Graph%20Theory): Enumerative and extremal combinatorics, generating functions, spectral graph theory, and discrete mathematics.
  - [Number Theory & Abstract Algebra](https://lectern.tv/topics/mathematics?subtopic=Number%20Theory%20%26%20Abstract%20Algebra): Groups, rings, fields, Galois theory, prime distributions, modular forms, and the Langlands program.
  - [Category Theory, Topos Theory & Set Foundations](https://lectern.tv/topics/mathematics?subtopic=Category%20Theory%2C%20Topos%20Theory%20%26%20Set%20Foundations): Categories, functors, natural transformations, adjunctions, topos theory, Yoneda lemma, forcing, and Gödelian set foundations.
- [Physics & Cosmology](https://lectern.tv/topics/physics): Quantum mechanics, relativity, quantum foundations, emergent spacetime, condensed matter, plasma fusion, biophysics, and cosmology.
  - [Quantum Mechanics](https://lectern.tv/topics/physics?subtopic=Quantum%20Mechanics): Wave functions, Schrödinger equation, operator formalism, entanglement, Bell inequalities, and quantum information.
  - [Relativity & Cosmology](https://lectern.tv/topics/physics?subtopic=Relativity%20%26%20Cosmology): Special and general relativity, curved spacetime, black holes, gravitational waves, cosmic inflation, and dark matter.
  - [Classical & Statistical Mechanics](https://lectern.tv/topics/physics?subtopic=Classical%20%26%20Statistical%20Mechanics): Newtonian, Lagrangian, and Hamiltonian mechanics, symmetries, thermodynamics, and statistical ensembles.
  - [Electromagnetism, Waves & Optics](https://lectern.tv/topics/physics?subtopic=Electromagnetism%2C%20Waves%20%26%20Optics): Maxwell's equations, electrodynamics, electromagnetic waves, oscillations, and geometric/wave optics.
  - [Condensed Matter & Materials](https://lectern.tv/topics/physics?subtopic=Condensed%20Matter%20%26%20Materials): Solid-state physics, electronic band structure, superconductivity, topological phases, and atomic/chemical physics.
  - [Quantum Field Theory & Strings](https://lectern.tv/topics/physics?subtopic=Quantum%20Field%20Theory%20%26%20Strings): Quantum electrodynamics, gauge theories, the Standard Model, Feynman diagrams, string theory, and AdS/CFT.
  - [Quantum Foundations & Emergent Spacetime](https://lectern.tv/topics/physics?subtopic=Quantum%20Foundations%20%26%20Emergent%20Spacetime): Quantum measurement, decoherence, Everettian many-worlds, pilot-wave theory, loop quantum gravity, and emergent spacetime.
  - [Plasma Physics, Fusion & High-Energy Astrophysics](https://lectern.tv/topics/physics?subtopic=Plasma%20Physics%2C%20Fusion%20%26%20High-Energy%20Astrophysics): Magnetohydrodynamics (MHD), tokamak and stellarator fusion, plasma turbulence, stellar nucleosynthesis, and compact objects.
  - [Biophysics, Active Matter & Nonequilibrium Physics](https://lectern.tv/topics/physics?subtopic=Biophysics%2C%20Active%20Matter%20%26%20Nonequilibrium%20Physics): Nonequilibrium statistical physics, stochastic thermodynamics, fluctuation theorems, active matter, and molecular biophysics.
- [Engineering, Control & Robotics](https://lectern.tv/topics/engineering-control): Control theory, dynamical systems, convex optimization, robotics, Earth & planetary climate systems, bioengineering, and nanotechnology.
  - [Control & Dynamical Systems](https://lectern.tv/topics/engineering-control?subtopic=Control%20%26%20Dynamical%20Systems): State-space feedback control, PID and LQR, Kalman filtering, Lyapunov stability, chaos, and fluid dynamics.
  - [Convex Optimization](https://lectern.tv/topics/engineering-control?subtopic=Convex%20Optimization): Convex sets and functions, Lagrangian duality, KKT optimality, interior-point methods, and linear/semidefinite programming.
  - [Signal Processing & Robotics](https://lectern.tv/topics/engineering-control?subtopic=Signal%20Processing%20%26%20Robotics): Digital signal processing, compressed sensing, robot kinematics, underactuated dynamics, and aerospace systems.
  - [Complex Systems & Scaling](https://lectern.tv/topics/engineering-control?subtopic=Complex%20Systems%20%26%20Scaling): Scaling laws, emergence, network science, self-organization, cellular automata, and collective dynamics.
  - [Earth, Planetary Science & Climate Dynamics](https://lectern.tv/topics/engineering-control?subtopic=Earth%2C%20Planetary%20Science%20%26%20Climate%20Dynamics): Geophysics, atmospheric and ocean dynamics, paleoclimate, plate tectonics, glaciology, and planetary habitability.
  - [Bioengineering, Neural Interfaces & Biomechanics](https://lectern.tv/topics/engineering-control?subtopic=Bioengineering%2C%20Neural%20Interfaces%20%26%20Biomechanics): Brain-computer interfaces (BCI), neural prosthetics, optogenetic engineering, tissue engineering, and biomechanics.
  - [Materials Science, Nanotechnology & Photonics](https://lectern.tv/topics/engineering-control?subtopic=Materials%20Science%2C%20Nanotechnology%20%26%20Photonics): Semiconductor fabrication, metamaterials, nanophotonics, crystallography, battery electrochemistry, and quantum materials.
- [Biology & Neuroscience](https://lectern.tv/topics/biology-neuroscience): Cognitive neuroscience, behavioral biology, genetics, morphogenesis & bioelectricity, origin of life, longevity, and consciousness science.
  - [Neuroscience & Cognition](https://lectern.tv/topics/biology-neuroscience?subtopic=Neuroscience%20%26%20Cognition): Systems and cognitive neuroscience, sensory perception, synaptic transmission, memory, and psychology.
  - [Behavioral & Evolutionary Biology](https://lectern.tv/topics/biology-neuroscience?subtopic=Behavioral%20%26%20Evolutionary%20Biology): Natural selection, behavioral ecology, neuroendocrinology, evolutionary psychology, and earth/ecological systems.
  - [Genetics & Molecular Biology](https://lectern.tv/topics/biology-neuroscience?subtopic=Genetics%20%26%20Molecular%20Biology): Genomics, DNA replication and transcription, CRISPR genome editing, protein biochemistry, and epidemiology.
  - [Morphogenesis, Bioelectricity & Origin of Life](https://lectern.tv/topics/biology-neuroscience?subtopic=Morphogenesis%2C%20Bioelectricity%20%26%20Origin%20of%20Life): Bioelectric patterning, regenerative morphogenesis, xenobots, synthetic biology, abiogenesis, RNA world, and astrobiology.
  - [Longevity, Cellular Senescence & Immunology](https://lectern.tv/topics/biology-neuroscience?subtopic=Longevity%2C%20Cellular%20Senescence%20%26%20Immunology): Biology of aging, epigenetic reprogramming, cellular senescence, mitochondrial bioenergetics, and adaptive/innate immunology.
  - [Consciousness Science, Sleep & Computational Psychiatry](https://lectern.tv/topics/biology-neuroscience?subtopic=Consciousness%20Science%2C%20Sleep%20%26%20Computational%20Psychiatry): Neural correlates of consciousness, Integrated Information Theory, Global Workspace, sleep neurobiology, and computational psychiatry.
- [Economics, Game Theory & Finance](https://lectern.tv/topics/economics-finance): Game theory, mechanism design, macro & microeconomics, financial markets, complexity economics, ergodicity, and economic history.
  - [Game Theory & Mechanism Design](https://lectern.tv/topics/economics-finance?subtopic=Game%20Theory%20%26%20Mechanism%20Design): Nash equilibria, extensive-form games, backward induction, auction theory, mechanism design, and social choice.
  - [Financial Theory & Markets](https://lectern.tv/topics/economics-finance?subtopic=Financial%20Theory%20%26%20Markets): Asset pricing, CAPM, portfolio optimization, corporate valuation, options pricing, and market microstructure.
  - [Micro & Macroeconomics](https://lectern.tv/topics/economics-finance?subtopic=Micro%20%26%20Macroeconomics): Consumer and producer theory, general equilibrium, monetary and fiscal policy, public finance, and development.
  - [Complexity Economics, Economic History & Institutions](https://lectern.tv/topics/economics-finance?subtopic=Complexity%20Economics%2C%20Economic%20History%20%26%20Institutions): Non-ergodic economics, agent-based markets, increasing returns, institutional economic history, and technological revolutions.
- [Philosophy & Ethics](https://lectern.tv/topics/philosophy): Moral and political philosophy, metaphysics, philosophy of mind, existentialism, phenomenology, continental thought, and philosophy of science.
  - [Moral & Political Philosophy](https://lectern.tv/topics/philosophy?subtopic=Moral%20%26%20Political%20Philosophy): Utilitarianism, Kantian deontology, virtue ethics, social contract theory, distributive justice, and political legitimacy.
  - [Metaphysics, Mind & Mortality](https://lectern.tv/topics/philosophy?subtopic=Metaphysics%2C%20Mind%20%26%20Mortality): Consciousness, philosophy of mind, personal identity, free will, epistemology, skepticism, and mortality.
  - [Philosophy of Science & Logic](https://lectern.tv/topics/philosophy?subtopic=Philosophy%20of%20Science%20%26%20Logic): Scientific realism, foundations of physics and mathematics, philosophy of language, and formal epistemology.
  - [Existentialism, Phenomenology & Continental Thought](https://lectern.tv/topics/philosophy?subtopic=Existentialism%2C%20Phenomenology%20%26%20Continental%20Thought): Existentialism, phenomenology, hermeneutics, Kierkegaard, Nietzsche, Heidegger, Sartre, Merleau-Ponty, and critical theory.
- [History & Humanities](https://lectern.tv/topics/history-humanities): Ancient and modern history, comparative mythology & folklore, historical linguistics & philology, architecture, art history, and literature.
  - [Ancient & Classical History](https://lectern.tv/topics/history-humanities?subtopic=Ancient%20%26%20Classical%20History): Ancient Greece and Rome, Late Antiquity, Bronze Age civilizations, classical historiography, and medieval empires.
  - [Modern History & Geopolitics](https://lectern.tv/topics/history-humanities?subtopic=Modern%20History%20%26%20Geopolitics): Modern European and global history, revolutions, constitutional history, Cold War, and contemporary geopolitics.
  - [History of Science & Literature](https://lectern.tv/topics/history-humanities?subtopic=History%20of%20Science%20%26%20Literature): History of mathematics and science, literary theory, classical rhetoric, poetry, and intellectual history.
  - [Linguistics, Philology & Historical Decipherment](https://lectern.tv/topics/history-humanities?subtopic=Linguistics%2C%20Philology%20%26%20Historical%20Decipherment): Theoretical syntax, phonology, semantics, Indo-European comparative philology, ancient script decipherment, and language evolution.
  - [Comparative Mythology, Folklore & History of Religion](https://lectern.tv/topics/history-humanities?subtopic=Comparative%20Mythology%2C%20Folklore%20%26%20History%20of%20Religion): Comparative mythology, folklore, ritual studies, Celtic and pagan traditions, biblical history, Gnosticism, and esotericism.
  - [Art History, Architecture, Music Theory & Aesthetics](https://lectern.tv/topics/history-humanities?subtopic=Art%20History%2C%20Architecture%2C%20Music%20Theory%20%26%20Aesthetics): Architectural history and urbanism, classical and Renaissance art history, iconography, music theory, counterpoint, and aesthetics.

## Featured University Courses

- [ME 565: Optimization Bootcamp: Convex Optimization for ML & Control](https://lectern.tv/courses/uw-me-optimization-bootcamp-brunton) (Steve Brunton · University of Washington · 9 lectures · 2023)
- [LAW-CONST2: Yale LAW: America's Unwritten Constitution](https://lectern.tv/courses/yale-law-america-s-unwritten-constitution) (Akhil Reed Amar · Yale University · 19 lectures · 2026)
- [18.06: MIT 18.06: Linear Algebra](https://lectern.tv/courses/mit-18-06-linear-algebra-strang) (Gilbert Strang · MIT · 20 lectures · 2005)
- [NN-Z2H: Neural Networks: Zero to Hero](https://lectern.tv/courses/karpathy-neural-networks-zero-to-hero) (Andrej Karpathy · Independent / Eureka Labs · 11 lectures · 2023)
- [BIO 150: Stanford BIO 150: Human Behavioral Biology](https://lectern.tv/courses/stanford-bio-150-human-behavioral-biology-sapolsky) (Robert Sapolsky · Stanford University · 22 lectures · 2010)
- [IAS-PITP: IAS Theoretical Physics: Celestial Holography and Scattering Amplitudes](https://lectern.tv/courses/ias-theoretical-physics-celestial-holography-and-scattering-amplitudes) (Nima Arkani-Hamed, Sabrina Pasterski & Lance Dixon · Institute for Advanced Study · 18 lectures · 2026)
- [CST-DS: Cambridge CST: Distributed Systems](https://lectern.tv/courses/cambridge-distributed-systems-martin-kleppmann) (Martin Kleppmann · University of Cambridge · 16 lectures · 2020)
- [LAW-CONST1: Yale LAW: America's Written Constitution](https://lectern.tv/courses/yale-law-america-s-written-constitution) (Akhil Reed Amar · Yale University · 16 lectures · 2026)
- [14.41: MIT 14.41: Public Finance and Public Policy](https://lectern.tv/courses/mit-14-41-public-finance-and-public-policy) (Jonathan Gruber · MIT · 20 lectures · 2026)
- [HIST 234: Yale HIST 234: The Making of Modern Ukraine](https://lectern.tv/courses/yale-hist-234-making-of-modern-ukraine-snyder) (Timothy Snyder · Yale University · 21 lectures · 2022)
- [CS50: Harvard CS50: Introduction to Computer Science](https://lectern.tv/courses/harvard-cs50-computer-science-malan) (David J. Malan · Harvard University · 13 lectures · 2024)
- [LIT-CAP1: Yale LIT: Reading Marx's Capital, Volume 1 — Critical Political Economy](https://lectern.tv/courses/yale-lit-marx-s-capital-volume-1-critical-political-economy) (Paul North · Yale University · 18 lectures · 2026)
- [6.824: MIT 6.824: Distributed Systems](https://lectern.tv/courses/mit-6-824-distributed-systems-morris) (Robert Morris · MIT · 20 lectures · 2020)
- [14.12: MIT 14.12: Economic Applications of Game Theory](https://lectern.tv/courses/mit-14-12-economic-applications-of-game-theory) (Ian Ball & Muhamet Yildiz · MIT · 20 lectures · 2026)
- [6.006: MIT 6.006: Introduction to Algorithms](https://lectern.tv/courses/mit-6-006-introduction-to-algorithms) (Erik Demaine & Srini Devadas · MIT · 22 lectures · 2011)
- [6.832: MIT 6.832: Underactuated Robotics](https://lectern.tv/courses/mit-6-832-underactuated-robotics-tedrake) (Russ Tedrake · MIT · 24 lectures · 2024)
- [9.35: MIT 9.35: Sensation and Perception in Cognitive Neuroscience](https://lectern.tv/courses/mit-9-35-sensation-and-perception-in-cognitive-neuroscience) (Josh McDermott · MIT · 20 lectures · 2026)
- [SIMONS-TCS-ML: Simons Institute: Theoretical Foundations of Modern Machine Learning](https://lectern.tv/courses/simons-institute-theoretical-foundations-of-modern-machine-learning) (Leslie Valiant, Ron Rivest & Jon Kleinberg · UC Berkeley · 19 lectures · 2026)
- [PHY 1964: The Character of Physical Law (Messenger Lectures)](https://lectern.tv/courses/cornell-messenger-lectures-character-of-physical-law-feynman) (Richard Feynman · Cornell University · 7 lectures · 1964)
- [15-799: CMU 15-799: Query Optimization in Modern Database Systems](https://lectern.tv/courses/cmu-15-799-query-optimization-in-modern-database-systems) (Andy Pavlo · Carnegie Mellon University · 14 lectures · 2025)
- [OXF-MATH: Oxford Mathematics: Undergraduate Student Lectures](https://lectern.tv/courses/oxford-mathematics-undergraduate-lectures) (Vicky Neale · University of Oxford · 14 lectures · 2023)
- [6.7960: MIT 6.7960: Deep Learning](https://lectern.tv/courses/mit-6-7960-deep-learning) (Phillip Isola & Sara Beery · MIT · 20 lectures · 2026)
- [6.172: MIT 6.172: Performance Engineering of Software Systems](https://lectern.tv/courses/mit-6-172-performance-engineering-leiserson) (Charles Leiserson & Julian Shun · MIT · 21 lectures · 2018)
- [18.200: MIT 18.200: Principles of Discrete Applied Mathematics](https://lectern.tv/courses/mit-18-200-principles-of-discrete-applied-mathematics) (Ankur Moitra & Peter Shor · MIT · 20 lectures · 2025)
- [IAS-BH: IAS Workshop: Quantum Aspects of Black Holes and Spacetime](https://lectern.tv/courses/ias-workshop-quantum-aspects-of-black-holes-and-spacetime) (Juan Maldacena · Institute for Advanced Study · 19 lectures · 2026)
- [14.73: MIT 14.73: The Challenge of World Poverty](https://lectern.tv/courses/mit-14-73-challenge-of-world-poverty-duflo) (Esther Duflo & Abhijit Banerjee · MIT · 22 lectures · 2011)
- [IAS-HODGE: IAS Mathematics: Hodge Theory and O-Minimality in Algebraic Geometry](https://lectern.tv/courses/ias-mathematics-hodge-theory-and-o-minimality-in-algebraic-geometry) (Jonathan Pila, Jacob Tsimerman & Thomas Scanlon · Institute for Advanced Study · 15 lectures · 2026)
- [252-0028: ETH Zürich: Digital Design and Computer Architecture](https://lectern.tv/courses/ethz-digital-design-computer-architecture-mutlu) (Onur Mutlu · ETH Zürich · 21 lectures · 2025)
- [14.01: MIT 14.01: Principles of Microeconomics](https://lectern.tv/courses/mit-14-01-principles-of-microeconomics-gruber) (Jonathan Gruber · MIT · 22 lectures · 2018)
- [6.851: MIT 6.851: Advanced Data Structures](https://lectern.tv/courses/mit-6-851-advanced-data-structures-demaine) (Erik Demaine · MIT · 22 lectures · 2012)

## Guided Study Paths

- [Electromagnetism, Waves & Optics: From Classical Fields to Quantum Light](https://lectern.tv/paths/electromagnetism-waves-optics-from-classical-fields-to-quantum-light) (6 steps): Explore the unified theory of electromagnetism, the mechanics of waves, and the quantum nature of light.
- [Relativity & Cosmology: From Spacetime to Quantum Gravity](https://lectern.tv/paths/relativity-cosmology-from-spacetime-to-quantum-gravity) (6 steps): Explore the universe's grand design, from the curvature of spacetime to the quantum origins of the cosmos.
- [Mechanistic Interpretability, Alignment & World Models](https://lectern.tv/paths/mechanistic-interpretability-alignment-world-models) (6 steps): From neural circuits to scalable oversight: understanding and controlling advanced AI systems.
- [Foundations and Frontiers of Modern Cryptography](https://lectern.tv/paths/foundations-and-frontiers-of-modern-cryptography) (6 steps): From interactive proofs and zero-knowledge systems to post-quantum and secure computation.
- [Topology & Geometry: From Manifolds to Moduli Spaces](https://lectern.tv/paths/topology-geometry-from-manifolds-to-moduli-spaces) (6 steps): A journey through geometric structures, topological invariants, and the arithmetic of algebraic varieties.
- [The Cryptographic Revolution: From Zero-Knowledge to Post-Quantum Frontiers](https://lectern.tv/paths/the-cryptographic-revolution-from-zero-knowledge-to-post-quantum-frontiers) (6 steps): Explore the evolution of cryptography, from foundational interactive proofs to advanced secure computation and post-quantum challenges.
- [The Cryptographic Landscape: From Zero-Knowledge to Post-Quantum Frontiers](https://lectern.tv/paths/the-cryptographic-landscape-from-zero-knowledge-to-post-quantum-frontiers) (6 steps): Explore the theoretical underpinnings and advanced applications of modern cryptography, spanning interactive proofs, elliptic curves, and quantum-resistant algorithms.
- [Software Design & Human-Computer Interaction: From First Principles to Future Paradigms](https://lectern.tv/paths/software-design-human-computer-interaction-from-first-principles-to-future-parad) (6 steps): Explore foundational concepts of software architecture and HCI, critically examining current practices and envisioning future programming media.
- [Algorithms & Data Structures: From Foundations to Frontiers](https://lectern.tv/paths/algorithms-data-structures-from-foundations-to-frontiers) (5 steps): A curated path through algorithmic paradigms, data structures, and advanced computational techniques.
- [The Architecture of Thought: From Programming Primitives to Human-Computer Interaction](https://lectern.tv/paths/the-architecture-of-thought-from-programming-primitives-to-human-computer-intera) (6 steps): Explore the foundational principles of software design, the cognitive science of programming, and the future of human-computer interaction.
- [Computer Architecture: From Pipelines to Parallelism](https://lectern.tv/paths/computer-architecture-from-pipelines-to-parallelism) (6 steps): Explore the design principles of modern processors, memory hierarchies, and parallel computing paradigms.
- [The Architecture of Programming Languages: From Abstraction to Optimization](https://lectern.tv/paths/the-architecture-of-programming-languages-from-abstraction-to-optimization) (6 steps): Explore the foundational principles, design paradigms, and advanced compilation techniques that define modern programming languages.
- [Sensory Psychophysics, Cortical Circuits & Computational Genomics](https://lectern.tv/paths/sensory-psychophysics-and-computational-genomics) (5 steps): Auditory/visual transduction, psychophysical thresholds, and hardware-accelerated DNA analysis
- [Constitutional Structure, Strategic Incentives & Public Finance](https://lectern.tv/paths/constitutional-structure-incentives-and-public-finance) (6 steps): Written text, unwritten constitutional norms, game-theoretic dominance, and externalities
- [Deep Representation Learning & Approximation Theory](https://lectern.tv/paths/deep-representation-learning-and-approximation) (5 steps): Neural approximation theorems, optimization dynamics, and relational query engines
- [Boolean Fourier Analysis to Quantum Complexity](https://lectern.tv/paths/boolean-fourier-analysis-to-quantum-complexity) (6 steps): Harmonic analysis on the hypercube, linearity testing, social choice, and quantum circuits
- [Chemical Principles, Bioenergetics & Morphogenesis](https://lectern.tv/paths/chemical-bonds-bioenergetics-and-morphogenesis) (5 steps): Quantum orbitals, proton gradients, bioelectric patterning, and paleogenomics
- [Behavioral Choice, Upward Mobility & Labor Economics](https://lectern.tv/paths/behavioral-economics-mobility-and-labor) (5 steps): Cognitive heuristics, nudges, neighborhood causal inference, and gender history
- [Bronze Age Collapse, Ancient Near East & Imperial Rome](https://lectern.tv/paths/ancient-near-east-bronze-age-and-rome) (6 steps): Cuneiform philology, Mediterranean trade networks, Hebrew scripture, and Roman urbanism
- [Quantum Fields, Cosmic Inflation & the Arrow of Time](https://lectern.tv/paths/quantum-fields-cosmic-inflation-and-time) (6 steps): Relativistic fields, Noether symmetries, early-universe inflation, and entropy
- [Operating Systems, UNIX & Systems Craft](https://lectern.tv/paths/operating-systems-unix-and-storage-internals) (6 steps): Kernel isolation, composable pipes, SQLite bytecode, Git, and Linux tracing
- [Computability, Zero-Knowledge & Differential Privacy](https://lectern.tv/paths/computability-zero-knowledge-and-privacy) (6 steps): Automata, cryptographic hardness, interactive proofs, and privacy guarantees
- [Markets, Political Institutions & Global Development](https://lectern.tv/paths/markets-institutions-and-global-development) (6 steps): Microeconomic incentives, macro policy, institutional divergence, and RCT poverty research
- [Polis, Empire & Constitutional Revolutions](https://lectern.tv/paths/polis-empire-and-constitutional-founding) (6 steps): Classical Greek citizenship, Roman transformation, and early modern statecraft
- [Curved Spacetime, Black Holes & Holographic Quantum Gravity](https://lectern.tv/paths/spacetime-relativity-and-quantum-gravity) (5 steps): Physical law, LIGO gravitational waves, singularity topology, and AdS/CFT entanglement
- [From Molecular Genetics & Evolution to the Human Cortex](https://lectern.tv/paths/molecules-evolution-and-cortical-cognition) (6 steps): Protein chemistry, CRISPR/mRNA engineering, natural selection, and fMRI neuroscience
- [Probability, Primes & Computational Hardness](https://lectern.tv/paths/probability-randomness-and-computational-hardness) (6 steps): Discrete proof invariants, stochastic conditioning, pseudorandomness, and P vs. NP
- [Linear Dynamics, Optimal Control & Underactuated Robotics](https://lectern.tv/paths/dynamical-systems-control-and-robotics) (6 steps): Matrix exponentials, stability eigenvalues, feedback regulators, and nonlinear locomotion
- [Silicon Gates to High-Performance Analytical Engines](https://lectern.tv/paths/silicon-to-software-performance) (7 steps): Digital architecture, compiler vectorization, C++ zero-overhead design, and columnar OLAP
- [Mind, Personhood & Moral Philosophy](https://lectern.tv/paths/mind-personhood-and-moral-philosophy) (5 steps): Metaphysics of consciousness, neurobiology of behavior, and theories of justice
- [Strategic Reasoning, Equilibrium & Social Choice](https://lectern.tv/paths/strategic-reasoning-and-social-choice) (5 steps): Game theory across economics, evolutionary biology, and public ethics
- [Action Principles to Quantum Mechanics](https://lectern.tv/paths/action-principles-to-quantum-mechanics) (6 steps): Variational mechanics, Hamiltonian phase space, superposition, and operators
- [Distributed Consensus, Clocks & Storage Engines](https://lectern.tv/paths/distributed-consensus-and-storage) (7 steps): From unreliable networks and physical time to Raft and page-level durability
- [Mathematical Foundations of Machine Learning](https://lectern.tv/paths/mathematical-foundations-of-ml) (7 steps): Linear geometry, convex duality, statistical learning, and deep optimization

## Indexed Universities & Research Institutes

- [MIT](https://lectern.tv/institutions/mit): 42 courses, 819 lectures
- [Stanford University](https://lectern.tv/institutions/stanford-university): 9 courses, 172 lectures
- [Yale University](https://lectern.tv/institutions/yale-university): 26 courses, 550 lectures
- [UC Berkeley](https://lectern.tv/institutions/uc-berkeley): 8 courses, 132 lectures
- [Harvard University](https://lectern.tv/institutions/harvard-university): 4 courses, 86 lectures
- [Institute for Advanced Study](https://lectern.tv/institutions/institute-for-advanced-study): 4 courses, 78 lectures
- [University of Oxford](https://lectern.tv/institutions/university-of-oxford): 3 courses, 47 lectures
- [Carnegie Mellon University](https://lectern.tv/institutions/carnegie-mellon-university): 9 courses, 178 lectures
- [Caltech](https://lectern.tv/institutions/caltech): 1 courses, 37 lectures
- [University of Cambridge](https://lectern.tv/institutions/university-of-cambridge): 1 courses, 30 lectures
- [Cornell University](https://lectern.tv/institutions/cornell-university): 4 courses, 45 lectures
- [Princeton University](https://lectern.tv/institutions/princeton-university): 1 courses, 20 lectures
- [Santa Fe Institute](https://lectern.tv/institutions/santa-fe-institute): 1 courses, 34 lectures
- [Perimeter Institute](https://lectern.tv/institutions/perimeter-institute): 1 courses, 48 lectures
- [ETH Zürich](https://lectern.tv/institutions/eth-zurich): 4 courses, 55 lectures
- [New York University](https://lectern.tv/institutions/new-york-university): 1 courses, 41 lectures
- [Royal Institution](https://lectern.tv/institutions/royal-institution): 0 courses, 15 lectures
- [University of Washington](https://lectern.tv/institutions/university-of-washington): 2 courses, 23 lectures
- [Association for Computing Machinery (ACM)](https://lectern.tv/institutions/association-for-computing-machinery-acm): 0 courses, 8 lectures
- [Simons Institute (UC Berkeley)](https://lectern.tv/institutions/simons-institute-uc-berkeley): 0 courses, 2 lectures
- [University of Chicago](https://lectern.tv/institutions/university-of-chicago): 0 courses, 20 lectures
- [UCLA](https://lectern.tv/institutions/ucla): 0 courses, 6 lectures
- [Bell Labs](https://lectern.tv/institutions/bell-labs): 0 courses, 1 lectures
- [Gresham College](https://lectern.tv/institutions/gresham-college): 0 courses, 38 lectures
- [Ruhr University Bochum](https://lectern.tv/institutions/ruhr-university-bochum): 2 courses, 27 lectures