Formal & Physical Sciences AI — Models & ResearchENVenturing out into the world with AIJon KleinbergMay 28, 2026 44 min★ ★ ★ ★ ☆ 4/5World ModelsLLM InterpretabilityMyhill-Nerode Theorem
Formal & Physical Sciences AI — Models & ResearchENUnfamiliar TerrainPrabhakar RaghavanMay 28, 2026 29 min★ ★ ★ ★ ☆ 4/5AI-Assisted Theorem ProvingAlphaEvolveTheoretical Computer Science
Formal & Physical Sciences AI — News & ApplicationsENThe Role of TCS in Understanding (AI) ConsciousnessLenore BlumMay 28, 2026 43 min★ ★ ★ ★ ☆ 4/5ConsciousnessTheoretical Computer ScienceAI
Formal & Physical Sciences AI — News & ApplicationsENThe Conscious Turing Machine (CTM), a formally defined Theoretical model of ConsciousnessManuel BlumMay 28, 2026 45 min★ ★ ★ ★ ☆ 4/5ConsciousnessTuring MachineGlobal Workspace
Formal & Physical Sciences MathematicsENAstral Space: Convex Analysis at InfinityRobert SchapireMay 28, 2026 44 min★ ★ ★ ★ ☆ 4/5Convex AnalysisOptimizationMachine Learning
Humanities, Social Sciences & Thought AI & SocietyENAI and SafetyRonald RivestMay 28, 2026 29 min★ ★ ★ ☆ ☆ 3/5AI SafetyAsimovRobotics
Formal & Physical Sciences AI — Models & ResearchENTheory of Modern AI: Learning Theoretic, Game Theoretic, and Algorithmic PerspectivesNina BalcanMay 27, 2026 40 min★ ★ ★ ★ ☆ 4/5Machine Learning TheoryLLM VerifiersChain-of-Thought
Formal & Physical Sciences AI — Models & ResearchENRed Points and Blue PointsSantosh VempalaMay 27, 2026 38 min★ ★ ★ ★ ☆ 4/5Learning TheoryPAC LearningHalfspaces
Formal & Physical Sciences AI — Models & ResearchENQuestions for Theory in the New Age of Machine LearningTom MitchellMay 27, 2026 42 min★ ★ ★ ★ ☆ 4/5Machine LearningLLMTheory
Formal & Physical Sciences AI — Models & ResearchENProbably Approximately Precision and Recall LearningYishay MansourMay 27, 2026 34 min★ ★ ★ ★ ☆ 4/5PAC LearningPrecision-RecallLearning Theory
Formal & Physical Sciences AI — Models & ResearchENEnhanced and Efficient Reasoning in Large Language ModelsLeslie ValiantMay 27, 2026 36 min★ ★ ★ ★ ☆ 4/5Large Language ModelsReasoningRobust Logic
Formal & Physical Sciences AI — Models & ResearchENDisincentivizing HallucinationJerry Li (OpenAI)May 27, 2026 33 min★ ★ ★ ★ ☆ 4/5HallucinationLanguage ModelsBenchmarks
Formal & Physical Sciences AI — Models & ResearchENAn Occam's Razor Principle for Transformers?John LangfordMay 27, 2026 39 min★ ★ ★ ★ ☆ 4/5Occam's RazorTransformersProgressive Validation
Humanities, Social Sciences & Thought AI & SocietyENPanel DiscussionSimons Institute for the Theory of ComputingMay 1, 2026 62 min★ ★ ★ ★ ☆ 4/5AI GovernancePolicyEvidence-Based Policy
Formal & Physical Sciences AI — News & ApplicationsENCan AI do research math?Simons Institute for the Theory of ComputingMarch 15, 2026 32 min★ ★ ★ ★ ☆ 4/5AI ResearchMathematicsLLM
Formal & Physical Sciences AI — Models & ResearchENResponsibly Improving AI with Privacy-Sensitive Data: Principles, Theory, and Practice | Richard...Brendan McMahanMarch 9, 2026 69 min★ ★ ★ ★ ☆ 4/5Federated LearningDifferential PrivacyPrivacy
Formal & Physical Sciences AI — Models & ResearchENUnderstanding Outer Optimizers in Local SGD: Learning Rates, Momentum, and AccelerationAhmed KhaledMarch 5, 2026 31 min★ ★ ★ ★ ☆ 4/5Local SGDOuter OptimizerDistributed Training
Formal & Physical Sciences MathematicsENFrom the Ball-proximal (Broximal) Point Method to Efficient Training of LLMPeter RichtarikMarch 5, 2026 52 min★ ★ ★ ★ ☆ 4/5OptimizationProximal Point MethodLLM Training
Humanities, Social Sciences & Thought Law & JusticeENAlignment Problems in AI GovernanceRui-Jie Yew, Greg DemirchyanFebruary 19, 2026 64 min★ ★ ★ ★ ☆ 4/5AI GovernanceAlignmentEU AI Act
Formal & Physical Sciences AI — Models & ResearchENTutorial: Incentives for Collaborative Learning and Data Sharing, Part IISai Praneeth KarimireddyFebruary 17, 2026 87 min★ ★ ★ ★ ☆ 4/5Data ValuationShapley ValueFederated Learning
Formal & Physical Sciences AI — Models & ResearchENLet’s Stop Leaving Money on the Table | Richard M. Karp Distinguished LectureKatrina LigettFebruary 5, 2026 63 min★ ★ ★ ★ ☆ 4/5Machine Learning TheoryPrivacyStochastic Gradient Descent
Formal & Physical Sciences AI — Models & ResearchENThe Inadequacy of Offline LLM Evaluations: A Need to Account for Personalization in Model BehaviorAngelina WangJanuary 26, 2026 31 min★ ★ ★ ★ ☆ 4/5LLM EvaluationPersonalizationField Study
Formal & Physical Sciences Computing & CybersecurityENScheduling with Time-Evolving Uncertainty for Content Review Prioritization in Social MediaThodoris Lykouris (MIT)January 26, 2026 49 min★ ★ ★ ★ ☆ 4/5Content ModerationSchedulingQueueing Theory
Formal & Physical Sciences Computing & CybersecurityENVenkatesan Guruswami | PolyloguesSimons Institute for the Theory of ComputingJanuary 15, 2026 27 min★ ★ ★ ★ ☆ 4/5Theoretical Computer ScienceSimons InstituteResearch Directions
Formal & Physical Sciences AI — Models & ResearchENAI’s Models of the World, and Ours | Theoretically SpeakingJon KleinbergDecember 16, 2025 86 min★ ★ ★ ★ ★ 5/5AI ModelsInternal RepresentationsHuman Cognition
Formal & Physical Sciences Computing & CybersecurityENLightning Talks by Simons Institute FellowsSimons Institute for the Theory of ComputingDecember 11, 2025 71 min★ ★ ★ ★ ☆ 4/5Data StructuresMatrix RecoveryByzantine Agreement
Formal & Physical Sciences Computing & CybersecurityENOptimizing the Annoying Stuff: Reducing Costs Obscured by the Abstract Circuit ModelCraig GidneyOctober 27, 2025 33 min★ ★ ★ ★ ☆ 4/5Quantum ComputingFault ToleranceSurface Code
Formal & Physical Sciences Science — General & HistoryENYael Tauman Kalai & Daniele Micciancio | PolyloguesYael Tauman Kalai, Daniele Micciancio, Lakshmi ChandrasekaranOctober 10, 2025 56 min★ ★ ★ ★ ☆ 4/5CryptographyLattice-Based CryptographyFully Homomorphic Encryption
Formal & Physical Sciences MathematicsENTensors and their uses, especially for matrix multiplication (Part 1)JM LandsbergSeptember 30, 2025 79 min★ ★ ★ ★ ☆ 4/5TensorsMatrix MultiplicationComplexity Theory
Formal & Physical Sciences Computing & CybersecurityENModels of ComputationOlga HoltzSeptember 30, 2025 70 min★ ★ ★ ★ ☆ 4/5Models of ComputationFloating-Point ArithmeticComplexity Theory
Formal & Physical Sciences MathematicsENLinear Systems: Basic Properties and Classical AlgorithmsMark EmbreeSeptember 30, 2025 67 min★ ★ ★ ★ ☆ 4/5Linear AlgebraNumerical AnalysisGaussian Elimination
Formal & Physical Sciences MathematicsENIntroduction to Matrix MultiplicationOlga HoltzSeptember 30, 2025 56 min★ ★ ★ ★ ★ 5/5Matrix MultiplicationStrassen AlgorithmComputational Complexity
Applied Sciences & Engineering Engineering & TechnologyENThe Future of Hardware Technologies for ComputingSubhasish MitraSeptember 18, 2025 80 min★ ★ ★ ★ ☆ 4/53D IntegrationNanoSystemsMemory Wall
Applied Sciences & Engineering Computing & CybersecurityENHardware ConstraintsMark HorowitzSeptember 18, 2025 77 min★ ★ ★ ★ ☆ 4/5HardwareMoore's LawDomain-Specific Accelerators
Formal & Physical Sciences Computing & CybersecurityENComputer Architecture 101 and its FutureDavid PattersonSeptember 18, 2025 72 min★ ★ ★ ★ ★ 5/5Computer ArchitectureMoore's LawDennard Scaling
Formal & Physical Sciences Science — General & HistoryENMoni Naor | PolyloguesMoni NaorSeptember 11, 2025 29 min★ ★ ★ ★ ☆ 4/5CryptographyComplexity TheoryCAPTCHA
Formal & Physical Sciences AI — Models & ResearchENBoot camp on invariances in graph learningRisi Kondor, Nadav Dym, Hannah LawrenceAugust 21, 2025 89 min★ ★ ★ ★ ☆ 4/5EquivarianceGraph Neural NetworksRepresentation Theory
Formal & Physical Sciences AI — Models & ResearchENBoot Camp on Graph LearningAmeya Velingker, Haggai Maron, Christopher MorrisAugust 21, 2025 98 min★ ★ ★ ★ ☆ 4/5Graph LearningTheoretical Computer ScienceMachine Learning
Formal & Physical Sciences AI — Models & ResearchENBoot camp on graph foundations modelsMikhail GalkinAugust 21, 2025 76 min★ ★ ★ ★ ☆ 4/5Graph Neural NetworksFoundation ModelsLink Prediction
Formal & Physical Sciences Science — General & HistoryENThe modern anonymous credential (how ZK landed in Google Wallet)Abhi ShelatAugust 14, 2025 62 min★ ★ ★ ★ ☆ 4/5Anonymous CredentialsZero-KnowledgeGoogle Wallet