This is an exhaustive list of videos, talks, blogposts, and
resources that inspired me in some point of time.
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Unlearning toxic behaviors in a code review cultureSandya Sankarram
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How strong techies destroy startups, and how it can be avoidedGadi Evron
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Simplicity MattersRich Hickey
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The Value of Values with Rich HickeyRich Hickey
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Hammock Driven DevelopmentRich Hickey
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Deconstructing the DatabaseRich Hickey
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Simple Made EasyRich Hickey
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Design, Composition, and PerformanceRich Hickey
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Agile Uncertified. Philosophy Over RitualsDave Farley
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Monitoring is Dead. Long Live MonitoringGreg Poirier
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Better Living Through Statistics. Monitoring Doesn’t Have To SuckJamie Wilkinson
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Observability. it’s not just an ops thingCharity Majors
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Observability for emerging infraCharity Majors
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Observability for Emerging Infra. What Got You Here Won’t Get You ThereCharity Majors
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MLOps Tooling Landscape v2Chip Huyen
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ML Systems Design Interview GuidePatrick Halina
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Engineering Large Systems When You’re Not Google Or FacebookChip Huyen
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Erros em Pesquisas EleitoraisRaphael Nishimura
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Kelsey Hightower On Kubernetes & Cloud ComputingKelsey Hightower
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Technical Stories doesn’t workDave Farley
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Why Pull Requests are a bad idea?Dave Farley
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Git Flow is a bad ideaDave Farley
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Continuous Integration vs Feature Branch WorkflowDave Farley
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Why CI is BETTER Than Feature BranchingDave Farley
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Que tal codar como se você não pudesse refatorar?Dev Eficiente
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Acoplamento distribuído - O fundo do poço dos acoplamentosDev Eficiente
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Agile & Scrum Don’t WorkAllen Holub
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The big problem, the big promise of working from homeAnne Hellen Petersen
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It’s time to builda16z Podcast
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Innovation through software development and ITa16z Podcast
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The hidden costs of estimationsMob Programming Podcast
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Responsible Engineers and OutcomesMary Poppendieck
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Mobbing Programming at TeslaJoe Justice
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Why technology still mattersa16z Podcast
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Team Topologies, Software Architecture & ComplexityJames Lewis
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Enabling a world where all software is reliableRobert Ross
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MLOps Anti-PatternsNikhil Muralidhar
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Do we need deep learning for time seriesSheeren Elsayed
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Differential Privacy at the US CensusSimson Garfinkel
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Fast and frugal time series forecastingFotios Petropoulos
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Building the Minerva metrics store @ AirbnbRobert Chang
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Machine Learning, Recommender Systems and the future of AIMichael Jordan
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Fairwashing and the folly of ML solutionismZach Lipton
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Infrastructure for autonomous vehiclesMissy Cummings
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Deep Learning and Time Series Forecasting for Smarter EnergyIgor Gotlibovych
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Matching MarketsAlvin Roth
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Optimal Growth in Two-Sided MarketsGarret Van Ryzin
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Approximately Efficient Two-Sided Combinatorial AuctionsRiccardo Colini-Baldeschi
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Large Matching Markets as Two-Sided Demand SystemsKonrad Menzel
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The death of AgileAllen Holub
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The mechanisms of growthAllen Holub
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CI/CD in 5 minutes - Is it worth the hassle?ByteByteGo
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Boosted embeddings for time seriesRao Karingula
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Detecting driftSam Ackerman
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gRPCRichard Belleville
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SRE for everyone elseSteve McGhee
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Curso Completo de RubyOne Bit Code
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Introduction to Reinforcement LearningDeep Mind
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MLOps Anti-PatternsNikhil Muralidhar
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Building foundational ML Platforms at Capital OneAli Rodell
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The great MLOps Debate - Build x BuyMLOps Community
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Arquitetura funcional em Microservices - 4 anos depoisLucas Cavalcanti
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You are not Facebook - Architecting MLOps for B2B applicationsJacopo Tagliabue
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Contextual Multi-Arm Bandit and its applications to digital experimentsPeterson & Qin
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Practical Machine Learning for Predictive MaintenanceSimon Xu
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I like notebooksJeremy Howard
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NixtlaVerse, bridging the gap between statistics and deep learning for time seriesMax Mergenthaler
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Design PatternsRefactoring Guru
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Practical Machine Learning for Predictive MaintenanceSimon Xu
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Can We Really Use Machine Learning in Safety Critical Systems?Richard Murray
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Can We Really Use Machine Learning in Safety Critical Systems? - PresentationRichard Murray
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Anomaly Detection - Algorithms, Explanations, ApplicationsMicrosoft Research
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Creative Selection - Inside Apple’s Design Process During the Golden Age of Steve JobsKen Kocienda
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The REAL Reason Cyberpunk 2077’s Software FAILED!Dave Farley
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ImageNet Classification with Deep Convolutional Neural NetworksYannic Kilcher
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A DARPA Perspective on Artificial IntelligenceDARPA
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Variational AutoencodersCodeEmporium
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Attention Is All You NeedYannic Kilcher
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LSTM is dead. Long Live TransformersLeo Dirac
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The High Tech Telemetry SystemPatronSpirits
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Machine Learning - Dynamical, Stochastic & Economic PerspectivesMichael I. Jordan
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Personalizing Explainable Recommendations with Multi-objective Contextual BanditsRishabh Mehrotra
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Clearing Matching Markets Efficiently - Informative signals and Match RecommendationsPeng Shi
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Strategies of Two-Sided MarketsMira Mak
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Recommendations in a Marketplace - Part IRishabh Mehrotra
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Recommendations in a Marketplace - Part IIRishabh Mehrotra
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NixtlaVerse, bridging the gap between statistics and deep learning for time seriesMax Mergenthaler
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Deep Learning and Time Series Forecasting for Smarter EnergyIgor Gotlibovych
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Building products for Continous Delivery in Machine LearningAlan Lu
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Science as Amateur Software DevelopmentRichard McElreath
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Some Salient Issues with Saliency ModelsAggregate Intellectual
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LSTM NetworksCodeEmporium
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Recurrent Neural NetworksCodeEmporium
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Differential Privacy and Learning - The Tools, The Results, and The FrontierMicrosoft Research
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Transformer Neural NetworksCodeEmporium
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Generative Adversarial Networks (NIPS 2016 tutorial)Ian Goodfellow
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ImageNet Classification with Deep Convolutional Neural NetworksYannic Kilcher
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XGBoost A Scalable Tree Boosting SystemCarl Mullins
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Transformer - Attention Is All You NeedJoseph Palermo
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Análise de sobrevivência aplicada à mensuração de riscos e a Pesquisa em AtuáriaMáris Caroline Gosmann
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Controversies in Predictive Modeling and Machine LearningFrank Harrell
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Porque Você Nunca Deve Fazer Scaling Antes do Split de Validação em Machine LearningMario Filho
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Diffprivlib - Privacy-preserving machine learning with Scikit-learnNaoise Holohan
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Survival regression with AFT model in XGBoHyunsu (Philip) Cho, Avinash Barnwal
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Deploy your Machine Learning Bots like a boss with CI/CDWilliam Arias
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Ensembling, Blending & StackingAbhishek Thakur
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Deep Learning with DiffPrivacyMakul Rathi
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Privacy-preserving ML with PATEMakul Rathi
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Differential Privacy - Lecture 1Microsoft Research
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Clean Code, Horrible PerformanceCasey Muratori
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Curso Inferencia CausalUFMA
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Deep learning for search and recommendationsKDD
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Deep learning and Medical ApplicationsInstitute for Pure and Applied Mathematics
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Causal Inference BootcampMod-U
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Audio Signal for Machine LearningValerio Velardo
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MLOps Meetup - SRE and ML - Why It MattersML Learners
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Poisoning Web-Scale Training DatasetsNicholas Carlini
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Continuous Integration Deployments of Adaptive Machine Learning ModelsMordechai Worch
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The Challenges of Deploying (many!) ML ModelsJason McCampbell
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Why the 6-month AI Pause is a Bad IdeaYann LeCun and Andrew Ng
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Mastering ChaosInfoQ
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Why Isn’t Functional Programming the Norm?Richard Feldman
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Why Isn’t Functional Programming the Norm?Richard Feldman
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Lawyer Explains Stable Diffusion LawsuitCorridor Crew
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Deep Learning With PyTorchPatrick Loeber
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AI for Full-Self Driving at TeslaAndrej Karpathy
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Forecasting - Principles and PracticeRob Hyndman
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Working Effectively with Legacy CodeMichael Feathers
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How Support Vector Machines workBrandon Roher
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Causality, part 1Bernhard Schölkopf
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Causality, part 2Bernhard Schölkopf
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Generative Adversarial NetworksYannic Kilcher
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Evaluating Classification Models, Part 1 - Weighing False Positives Against False NegativesGreg Gandenberger
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Evaluating Classification Models, Part 2 - The Sufficiency of Precision and RecallGreg Gandenberger
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Evaluating Classification Models, Part 3 - Fβ and Other Weighted Pythagorean Means of Precision and RecallGreg Gandenberger
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Evaluating Classification Models, Part 4 - Weighted Power Means of Precision and RecallGreg Gandenberger
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t-SNE from ScratchJacob Pieniazek
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Time series for scikit-learn peopleEthan Rosenthal
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Time series for scikit-learn people - Part 1Ethan Rosenthal
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Time series for scikit-learn people - Part 2Ethan Rosenthal
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Time series for scikit-learn people - Part 3Ethan Rosenthal
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Lets Continue Bundling into the DatabaseEthan Rosenthal
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Autoretraining is Easy if You Skip the Hard PartsEthan Rosenthal
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Why generalists triumph in a specialized worldGary Collins
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The no-nosense guide to simplifying every aspect of your lifeDavid Epstein
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Tesla and the nature of disruptiona16z Podcast
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Inside Apple Software designa16z Podcast
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‘No Asshole’ Rule: Why Life’s Too Short To Work With ThemAnthony Bourdain
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Steve Jobs on ConsultingSteve Jobs
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The Cues That Make You CharismaticVanessa Van Edwards
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The character traits that drive optimal performanceRich Diviney
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Multiple WIP vs One Piece Flow ExampleHenrik Kniberg
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In praise of maintenance in a world obsessed with innovationThe Art of Manliness
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When to QuitAnnie Duke
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Daniel Ricciardo: Not done with F1F1 Beyond the Grid
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Nicholas Latifi: limits, lessons + leaving F1F1 Beyond the Grid
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Steve Nichols: Engineering domination for McLarenF1 Beyond the Grid
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Valtteri Bottas on Mercedes, Alfa Romeo goals, coffee, and cyclingF1 Beyond the Grid
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Toto Wolff on Hamilton, Rosberg, Lauda and breaking recordsF1 Beyond the Grid
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Chase Carey on his role in shaping F1’s future and guiding the sport through a global pandemicF1 Beyond the Grid
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Sebastian Vettel on leaving Ferrari, life outside F1 and changing goalsF1 Beyond the Grid
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Ross Brawn on Michael Schumacher – the driver, the leader, the manF1 Beyond the Grid
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Nico Rosberg: “I don’t miss the driving, but I miss the winning…”F1 Beyond the Grid
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Toto Wolff: “I run a successful F1 team but thats nothing compared to what other people have achieved…”F1 Beyond the Grid
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Toto Wolff: Falling behind, figthing backF1 Beyond the Grid
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Risk, innovation and winning Toto Wolff
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What caused the Titanic of the skiesMentour Pilot
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A guide to getting of gridGary Collins
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Coachbility is CriticalCode Cubitt
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Deep ResetCarl Newport
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Innovating while scaling: Lessons from AmazonColin Bryar / Bill Carr
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When to quit?Annie Duke
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Confidence and competitionPaul Rabil
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Jocko WillinkJocko Willink
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Grit is good. But quiting can be, tooAnnie Duke
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Avoiding the doomsdayToto Wolff
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Trasforming pain on beauty - This is our most dangerous opponentToto Wolff
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Why grit is an essential element of high performanceMark Webber
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Genio ou burro? Besta ou bestial? Os tecnicos brasileiros!Hoje Sim
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The 6 mindshift you need to rise and thrive at workAliza Knox
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Empathy over engineeringToto Wolff
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So Good They Cannot Ignore YouCal Newport
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Dont Follow Your PassionCal Newport
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Prediction Machines - The Simple economics of AIAvi Goldfarb & Ajay Agrawal
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Frameworks for better decision makingEric Johnson
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How to perform your best under pressureDon Greene
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Grow, adapt, and reinvent yourself through ultralearningScott Young
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Overcome the comfort crisisMichael Easter
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AndragogyLee Rusty Waller
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Advice on Achieving any long-haul dreamSteven Pressfield
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Off-Grid is a lieBushradical
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The future is analogDavid Sax
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10 Signs You Work At A Dead End CompanyBryan Creely
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Insight: Why Were Not as Self-Aware as We ThinkTasha Eurich
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Meltdown - Why Our Systems Fail and What We Can Do About ItChris Clearfield & András Tilcsik
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A diferença entre o sistema musical do oriente e do ocidenteRafael Bittencourt
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16 levels of piano compositionNahre Sol
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Getting to Catastrophe: Concentrations, Complexity and CouplingCharles Perrow
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Software Failures, Security, and CyberattacksCharles Perrow
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Competition is for losersPeter Thiel
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Muita retórica, pouca literaturaPaulo Uzai
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Como debater arteVictor Naine
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Porque a beleza também importa?Victor Naine
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Por que a Arte Moderna não é tão ruim?Victor Naine
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Gosto se discute, sim!Victor Naine
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Me criticaram – Mas o que é crítica?Victor Naine
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Arte, técnica e tecnologiaVictor Naine
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Creating High Performance CulturePatty McCord
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Lessons from a Silicon Valley maverick - new ways of working and collaboratingPatty McCord
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One Year Ago I Built an Ecosystem, This HappenedDr. Plants
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Warum haben wir Grenzen?ARTEde
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Disassembling The Greatest F1 Car With The Men Who Made It - The 1988 Prost / Senna McLaren MP4/4JayEmm on Cars
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13 Rules of Being RelentlessTim Grover
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Why discipline equals freedomJocko Willink
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Deliberate practiceSprouts
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I Landed A Rocket Like SpaceX - Scout FBPS Space
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GarduinoPractical Engineering
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Formula 1 Car Development And ProductionCars Garage
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VIVALDI // Juditha triumphans, RV 644: Air Armatae face et anguibus by JupiterAlpha Classics
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HANDEL // Flavio, Re de Longobardi, HWV 16: Aria “Rompo i lacci, e frango i dardi” by Eva ZaïcikAlpha Classics
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Motivação para estudar - Você tem brio?Clóvis de Barros Filho
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Pare de usar metas Waterfall: Como OKR pode ajudá-lo a focar em valor Felipe Castro
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NoEstimatesAllen Holub
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The Problem of HFT - Collected Writings on High Frequency TradingHaim Bodek
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When Genius Failed: The Rise and Fall of Long-Term Capital Management Roger Lowenstein
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Flash Boys: A Wall Street RevoltMichael Lewis
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The Big Short - Inside the Doomsday MachineMichael Lewis
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Average Is Over - Powering America Beyond the Age of the Great StagnationTayler Cowen
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The Great Stagnation - How America Ate All The Low-Hanging Fruit of Modern HistoryTayler Cowen
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The Quants - How a New Breed of Math Whizzes Conquered Wall Street and Nearly Destroyed ItScott Patterson
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Dark Pools - The Rise of the Machine Traders and the Rigging of the U.S. Stock MarketScott Patterson
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Inside the Black Box - A Simple Guide to Quantitative and High-Frequency TradingRishi K. Narang & Manoj Narang
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My Life as a Quant - Reflections on Physics and FinanceEmanuel Derman
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Valuation - Métricas de Valor e Avaliação de Empresas Alexandre Assaf Neto
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The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of EnronBethany McLean & Peter Elkind
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Giving a F*ck about what really mattersMark Manson
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F*ck yes or noMark Manson
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Adaptability is the new stabilityReid Hoffman
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Escape the happiness trapRuss Harris
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Andy Cowell - The man leading Mercedes fominant F1 engine divisionMotor Sport Magazine Podcast
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13 Rules of Being RelentlessTim Grover
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The Complacent ClassTyler Cowen
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Is Average Over in an Age of Great Stagnation?Tyler Cowen
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Why specializing early doesnt always mean career successDavid Epstein
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Meses Coloridos - promoção de saúde ou de doença?Luis Correia
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Discomfort Is The Price Of Admission To A Meaningful LifeSusan David
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Extreme Ownership - How U.S. Navy SEALs Lead and WinJocko Willink
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The Design Behind GTA 3Rockstar
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The Visual Effects CrisisRoyal Ocean Film Society
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On failureSteve Jobs
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Agile EstimationMike Cohn
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Hardware, Software and HeuristicsRichard Feynman
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How Complex Systems FailRichard Cook
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Managing ComplexityRichard Millan
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Barbarians at the gateEmpowerment High Performance Center
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Resilience In Complex Adaptive SystemsRichard Cook
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O Ceticismo Empírico dos GregosOswaldo Porchat de Assis Pereira
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Empirismo e Ceticismo - David HumeRoberto Bolzani Filho
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Is Average Over in an Age of Great Stagnation?Tyler Cowen
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Advice to Aimless, Excited ProgrammersJames Hague
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Produto ReativoChristiano Milfont
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How a Formula 1 Race Car WorksAnimagraff
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Michael ShellenbergerMichael Shellenberger
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Robots are racistMike Solana
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SF Politics, Tech & Media fights, Tik Tok policy, and AI warsMoment of Zen
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The game theory of an AI pauseTyler Cowen
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Most Technologies Arent RacesAstral Codex Ten
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Por que deixamos de escrever? E por que devemos voltar a escrever?Rodrigo Gurgel
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Artificial Intelligence as exit strategy from the age of acute existential riskArturo Macias
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Why Managers Matter as Applied OrganizationNicolai J. Foss && Peter G. Klein
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Accountability is Not BlameKent Beck
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Rise of the AI Doomsday CultDaniel Jeffries
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AI Doomsaying Is Circumstantially RidiculousThe Sinistral
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Stop Reading the News: A Manifesto for a Happier, Calmer and Wiser Life Rolf Dobelli & Caroline Waight
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How Machine Learning is Transforming the Video Games IndustryAI in Games
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Even The Politicians Thought the Open Letter Made No Sense In The Senate Hearing on AIPirate Wires
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Experimental Evidence on the Productivity Effects of Generative Artificial IntelligenceShakked Noy & Whitney Zhang