Formal & Physical Sciences AI — Models & ResearchENJason Eisner: Hidden Markov ModelsJason EisnerDecember 14, 2025 101 min★ ★ ★ ★ ★ 5/5Hidden Markov ModelsNatural Language ProcessingForward Algorithm
Applied Sciences & Engineering AI — Models & ResearchENDevenir 100% EXPERT : ChaGPT 5.2 ! Pourquoi TOUT a changé.How I unlock GPT 5.2 to 100% with this method! It's INCREDIBLE!Parlons IADecember 14, 2025 31 min★ ★ ★ ☆ ☆ 3/5ChatGPT 5.2Prompt EngineeringAI Agents
Formal & Physical Sciences AI — Models & ResearchENDale Schuurmans: Convex Training Algorithms for Hard Machine Learning ProblemsDale SchuurmansDecember 14, 2025 78 min★ ★ ★ ★ ☆ 4/5Convex OptimizationUnsupervised LearningSupport Vector Machines
Formal & Physical Sciences AI — Models & ResearchENCorinna Cortes: Rational Kernels: A General Machine Learning Framework for the Analysis of Text,...Corinna CortesDecember 14, 2025 84 min★ ★ ★ ★ ☆ 4/5Support Vector MachinesRational KernelsKernel Methods
Formal & Physical Sciences AI — Models & ResearchENChin-Hui Lee: "Language-Universal Speech Modeling: What, Why, When and How"Chin-Hui LeeDecember 14, 2025 82 min★ ★ ★ ★ ☆ 4/5Speech RecognitionLanguage-UniversalSpeech Attributes
Formal & Physical Sciences AI — Models & ResearchENZohar Ringel - A Heuristic for Feature Learning and Sample Complexity (Heb)Zohar RingelDecember 13, 2025 61 min★ ★ ★ ★ ☆ 4/5Deep Learning TheoryFeature LearningStatistical Physics
Formal & Physical Sciences AI — Models & ResearchENThe Mathematical Foundations of Intelligence [Professor Yi Ma]Machine Learning Street TalkDecember 13, 2025 65 min★ ★ ★ ★ ☆ 4/5Mathematical TheoryDeep LearningCompression
Formal & Physical Sciences AI — Models & ResearchENMLT - Week 12MLT cs2007December 13, 2025 96 min★ ★ ★ ★ ☆ 4/5Machine LearningClassificationLoss Functions
Formal & Physical Sciences AI — Models & ResearchENL9 Classification (Logistic Regression)Artificial Intelligence & Data Science شرح بالعربيDecember 13, 2025 92 min★ ★ ★ ★ ☆ 4/5Logistic RegressionClassificationMachine Learning
Formal & Physical Sciences AI — Models & ResearchENKen Church: "Speech and Language Processing: Where have we been and where are we going"Ken ChurchDecember 13, 2025 81 min★ ★ ★ ★ ☆ 4/5Speech RecognitionNatural Language ProcessingMoore's Law
Formal & Physical Sciences AI — Models & ResearchENGeoffrey E. Hinton: Deep learning with multiplicative interactionsGeoffrey E. HintonDecember 13, 2025 83 min★ ★ ★ ★ ★ 5/5Deep LearningRestricted Boltzmann MachinesMultiplicative Interactions
Applied Sciences & Engineering AI — Models & ResearchENBuilding Synthetic Data Pipelines for Open Research and Scalable AI DevelopmentMaarten Van SegbroeckDecember 13, 2025 17 min★ ★ ★ ★ ☆ 4/5Synthetic DataNVIDIANeMo Data Designer
Formal & Physical Sciences AI — Models & ResearchENAni Nenkova: Predicting sentence specificity, with applications to news summarizationAni NenkovaDecember 13, 2025 85 min★ ★ ★ ★ ☆ 4/5Sentence SpecificityText QualityDiscourse Relations
Formal & Physical Sciences AI — Models & ResearchEN100% OPEN SOURCE Olmo 3.1 Local AI - 32B Instruct & Think Developer REVIEWxCreateDecember 13, 2025 19 min★ ★ ★ ★ ☆ 4/5Open-Source AIOLMo 3.1Local LLM
Formal & Physical Sciences AI — Models & ResearchENYann LeCun: Learning Hierarchies of FeaturesYann LeCunDecember 12, 2025 73 min★ ★ ★ ★ ☆ 4/5Deep LearningConvolutional Neural NetworksFeature Learning
Formal & Physical Sciences AI — Models & ResearchENWilliam Freeman: Motion Magnification and Motion DenoisingWilliam T. FreemanDecember 12, 2025 52 min★ ★ ★ ★ ☆ 4/5Computer VisionMotion MagnificationMotion Denoising
Formal & Physical Sciences AI — Models & ResearchENTara Sainath: The Latest in DNN Research at IBM: DNN-based features, Low-Rank Matrices for Hybrid...Tara SainathDecember 12, 2025 52 min★ ★ ★ ★ ☆ 4/5Deep Neural NetworksSpeech RecognitionFeature Extraction
Formal & Physical Sciences AI — Models & ResearchENSlav Petrov: Fast, Accurate and Robust Multilingual Syntactic AnalysisSlav PetrovDecember 12, 2025 63 min★ ★ ★ ★ ☆ 4/5Dependency ParsingMultilingual NLPEfficient Algorithms
Formal & Physical Sciences AI — Models & ResearchENPINN for Challenging Multiphase Flow Problems||Multi-Agent LLM for Intelligent Design ||Dec 12, 2025CRUNCH Group: Home of Math + Machine Learning + XDecember 12, 2025 128 min★ ★ ★ ★ ☆ 4/5Physics-Informed Neural NetworksMultiphase FlowMulti-Agent LLM
Formal & Physical Sciences AI — Models & ResearchENPhilip Resnik: Machine Translation Lecture IIPhilip ResnikDecember 12, 2025 82 min★ ★ ★ ★ ☆ 4/5Machine TranslationStatistical MTPhrase-Based Models
Formal & Physical Sciences AI — Models & ResearchENPascale Fung: Reducing Confusions and Ambiguities in Speech TranslationPascale FungDecember 12, 2025 73 min★ ★ ★ ★ ☆ 4/5Speech TranslationNamed Entity RecognitionTranslation Disambiguation
Applied Sciences & Engineering AI — Models & ResearchENOpenAI Just Released Their Best Model Ever (GPT 5.2)Igor PoganyDecember 12, 2025 21 min★ ★ ★ ★ ☆ 4/5GPT-5.2OpenAIAI Comparison
Applied Sciences & Engineering AI — Models & ResearchENMLP Live session week 11Machine Learning PracticeDecember 12, 2025 93 min★ ★ ★ ☆ ☆ 3/5Machine LearningSentiment AnalysisKaggle
Formal & Physical Sciences AI — Models & ResearchENMark Dredze: Machine LearningMark DredzeDecember 12, 2025 146 min★ ★ ★ ★ ☆ 4/5Machine LearningSupervised LearningUnsupervised Learning
Formal & Physical Sciences AI — Models & ResearchENL8 Feature Scaling, Regularization Ridge, Lasso, ElasticNET, and Early StoppingArtificial Intelligence & Data Science شرح بالعربيDecember 12, 2025 87 min★ ★ ★ ★ ☆ 4/5RegularizationRidgeLasso
Formal & Physical Sciences AI — Models & ResearchENHal Daume: Domain Adaptation in Natural Language ProcessingHal DaumeDecember 12, 2025 62 min★ ★ ★ ★ ☆ 4/5Domain AdaptationNatural Language ProcessingMachine Learning
Formal & Physical Sciences AI — Models & ResearchENGPT-5.2 is HereThe AI Daily Brief: Artificial Intelligence NewsDecember 12, 2025 20 min★ ★ ★ ★ ☆ 4/5GPT-5.2OpenAIAI Benchmarks
Applied Sciences & Engineering AI — Models & ResearchENGPT 5.2 : LE TEST ULTIME ! Tout ce que tu DOIS savoir 🔥GPT 5.2: THE ULTIMATE TEST! Everything you NEED to know 🔥iAlanDecember 12, 2025 25 min★ ★ ★ ☆ ☆ 3/5GPT-5.2OpenAIAI Testing
Applied Sciences & Engineering AI — Models & ResearchENGetting Started with Edge AI on NVIDIA Jetson: LLMs, VLMs, and Foundation Models for RoboticsNVIDIA DeveloperDecember 12, 2025 54 min★ ★ ★ ★ ☆ 4/5Edge AINVIDIA JetsonLLM
Humanities, Social Sciences & Thought AI — Models & ResearchENGemini se come a la Web: De buscador a Agente totalHorizonte ArtificialDecember 12, 2025 52 min★ ★ ★ ☆ ☆ 3/5GeminiAI RegulationAgentic AI
Humanities, Social Sciences & Thought AI — Models & ResearchENGemini 3 Deep Think Reviewed & More AI Use CasesIgor PoganyDecember 12, 2025 21 min★ ★ ★ ★ ☆ 4/5Gemini 3ChatGPTAI News
Formal & Physical Sciences AI — Models & ResearchENFrancesco Martinuzzi: Learning Single and Multiple Chaotic Systems with Minimal Reservoir ComputingFrancesco MartinuzziDecember 12, 2025 51 min★ ★ ★ ★ ☆ 4/5Reservoir ComputingEcho State NetworksChaotic Systems
Applied Sciences & Engineering AI — Models & ResearchENForum Numerica - Benoit Cottereau - Robust Scene Understanding with Bio-Inspired and Efficient AIBenoit CottereauDecember 12, 2025 49 min★ ★ ★ ★ ☆ 4/5Spiking Neural NetworksEvent-Based CamerasSemantic Segmentation
Formal & Physical Sciences AI — Models & ResearchENDavid Mumford: Modeling Shape Computer Vision Meets the Euler EquationDavid MumfordDecember 12, 2025 69 min★ ★ ★ ★ ☆ 4/5Shape ModelingComputer VisionPattern Theory
Formal & Physical Sciences AI — Models & ResearchENDaphne Koller: Probabilistic Models of Relational DomainsDaphne KollerDecember 12, 2025 80 min★ ★ ★ ★ ☆ 4/5Probabilistic Graphical ModelsRelational DataBayesian Networks
Formal & Physical Sciences AI — Models & ResearchENDaniel Povey: UBM based Acoustic Modeling for ASRDaniel PoveyDecember 12, 2025 87 min★ ★ ★ ★ ☆ 4/5Speech RecognitionAcoustic ModelingGaussian Mixture Models
Formal & Physical Sciences AI — Models & ResearchENDaniel Povey: Old and New Work in Discriminative Training of Acoustic ModelsDaniel PoveyDecember 12, 2025 37 min★ ★ ★ ★ ☆ 4/5Speech RecognitionDiscriminative TrainingAcoustic Models
Formal & Physical Sciences AI — Models & ResearchENAndrew McCallum: Information Extraction from the World Wide Web Using Finite State Models and Sco...Andrew McCallumDecember 12, 2025 48 min★ ★ ★ ★ ☆ 4/5Information ExtractionHidden Markov ModelsMaximum Entropy Markov Models
Applied Sciences & Engineering AI — Models & ResearchENAI NEWS: GPT-5.2 Is HERE! (Plus Runway 4.5 and the Next Image AI Leaks)Matt WolfeDecember 12, 2025 34 min★ ★ ★ ★ ☆ 4/5GPT-5.2Runway Gen-4.5OpenAI
Formal & Physical Sciences AI — Models & ResearchENThe arrival of AGI | Shane Legg (co-founder of DeepMind)Shane Legg, Hannah FryDecember 11, 2025 53 min★ ★ ★ ★ ☆ 4/5AGIArtificial IntelligenceDeepMind