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Advances in Generative AI · LearnSpace
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Advances in Generative AI

Курс от University of Colorado Boulder
Средний≈ 9.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you’ll learn how generative AI systems evolve from tools into more autonomous, goal-driven systems—and what that means for how they are built, evaluated, and used in the real world. You’ll explore how foundational models, feedback loops, tools, and memory combine to create agent-like behavior, and how modern AI systems are designed as coordinated “teams” rather than single models. Along the way, you’ll examine how AI is being applied in areas like scientific discovery and complex workflows, while also learning how to evaluate performance, manage risk, and design systems responsibly. By the end of the course, you’ll be able to think like an orchestrator—someone who can guide, oversee, and safely deploy increasingly capable AI systems in your field.

Навыки, которые вы освоите

Verification And ValidationAI SecurityAgentic systemsModel EvaluationResponsible AIGenerative AI AgentsGenerative AIAI OrchestrationPrompt EngineeringAI WorkflowsArtificial IntelligenceGenerative Model ArchitecturesRiskingAI literacyLLM ApplicationAI Product StrategySecurity ControlsAgentic WorkflowsTool Calling

Программа курса

6 модулей · 47 учебных материалов

01Foundations, Evaluation, and the Rise of Autonomous Systems10 материалов

Course Overview

Course OverviewВидеоGenerative AI Refresher ВидеоReference: GenAI Tools HandoutЧтение

Overview of Advances in Generative AI

OverviewВидео

Учитесь у экспертов

Bobby Hodgkinson

Преподаватель курса

Advances in Generative AI
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Обучение на Coursera

≈ 9.1 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский

Часть программы вашего университета
Foundational ModelsВидео
What Changes When Models Scale? (Trends, Tradeoffs, and Misread Signals)Чтение
Measuring CapabilityВидео
Evaluation in Practice Чтение
Intelligence as a processВидео
When Is a System Ready for Autonomy?Задание
02What Makes an Agent an Agent: From Tasks to Objectives7 материалов
OverviewВидеоFrom Tasks to ObjectivesВидеоPrompt vs Workflow vs AgentЧтениеSensing, Skills, and StateВидеоHow Agents Connect to the WorldЧтениеWhere Agent Systems BreakЧтениеAutonomy or Oversight? Choosing the Right BoundariesЗадание
03Agent Architectures, Multi-Model Workflows, and Orchestration6 материалов
OverviewВидеоArchitecting AgentsВидеоArchitecture Pattern CardsЧтениеMulti-Model WorkflowsВидеоCase Studies in Orchestration (Modular Frameworks and Deployments)ЧтениеScaling Up Without Falling ApartЗадание
04The Limits of Agents Today: Verification, Security, and Governance8 материалов
OverviewВидеоThe Limits of AgentsВидеоLimits of Agents Today + Likely Near-Term ImprovementsЧтениеVerification & Validation for Agentic WorkЧтениеSecurity LeashesВидеоMoltbookЧтениеPolicy & Governance Snapshot (EU / US and Emerging Guidance)ЧтениеDesign the Leash — Safe Autonomy Under PressureЗадание
05Scientific Discovery, Simulation, and Emerging Research Directions7 материалов
OverviewВидеоAI for DiscoveryВидеоCase Studies in AI-Accelerated Science (AlphaFold, Materials, Drug Discovery)ЧтениеV&V in Scientific AIВидеоWorld ModelsВидеоCompeting Views on “General Capability” Without TimelinesЧтениеIs This “Discovery,” “Automation,” or “Speculation”?Задание
06Working Alongside AI in an AI-Augmented Society9 материалов
OverviewВидеоYour Job Isn’t “Competing With AI”ВидеоCapability vs Adoption in the Real WorldЧтениеHuman-in-the-Loop Isn’t a BuzzwordВидеоPlausible Futures Without PanicЧтениеLong-Horizon Evaluation and RiskЧтениеResponsible Deployment Under PressureЗаданиеPrepare Without PanicВидеоWrap Up— Your Role in an AI-Accelerated WorldВидео