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Tsinghua University's "AIGC Development Research Report 3.0" (PDF file) - AI Tutorial Resources

The "AIGC Development Research Report 3.0," jointly released by the New Media Research Center and the School of Artificial Intelligence at Tsinghua University's School of Journalism and Communication, focuses on the current state and future trends of AIGC (Artificial Intelligence Generated Content) technology. The report...

清华大学《AIGC发展研究报告3.0》（PDF文件） - AI教程资料

《AIThe "GC Development Research Report 3.0" was compiled by the New Media Research Center of the School of Journalism and Communication, Tsinghua University, andartificialintelligentThe college jointly released a statement focusing on...artificialintelligentGenerated content (AIThe current status and future trends of GC (Gas-Gas Technology) technology. The report begins with...AIStarting from philosophical speculation, it exploredAIThe GC's impact on and innovation of classical philosophical theories, such as skepticism, intersubjectivity, and the Confucian concept of "trust," is analyzed both domestically and internationally.Large ModelThe evolution, including OpenAIThe O1 model, Grok 2, Llama 3.2, etc., were used to explore the generation mechanism.AIThe report also delves into the problem of hallucinations and the application scenarios of different models.AIThe application of GC in the creation of generative content such as text, images, music, and video demonstrates...AICreative achievements in literature, painting, music, video, and other fields. (The following is a summary/proposal.)AIGC's challenges and coping strategies in copyright, law, and ethics are for understandingAIThe multi-dimensional impact of GC technology provides a comprehensive perspective.

Get《AIGC Development Research Report 3.0 (PDF original file)Scan the QR code to follow and reply: 20250304

Research Team and Background

  • Team IntroductionTsinghua University School of Journalism and Communication New Media Research Center andartificialintelligentThe college's joint research team, led by Professor Shen Yang, focuses on interdisciplinary research, covering fields such as journalism and communication, computer science, information management, and medicine.
  • Research Direction: Metaverse,Large ModelIndustrialization, big data, new media and online public opinionAIdiagnosis and treatmentAILiterature and art, etc.
  • Skepticism and the nature of thought: ExplorationAIDoes his "thinking" challenge Descartes' skepticism?
  • Intersubjectivity and the experience of the other:analyzeAIWhether intersubjectivity is true subjectivity, and a re-examination of "experience of the other".
  • The Confucian concept of "trust":AIThe impact of misinformation on the concept of "trust" in traditional Confucianism.
  • Dialogue and Reason:AIThe dialogue model poses a challenge to the depth and authenticity of traditional dialogue.
  • Technological and social evolution:AIGC's verification of Marx's theory of social stages and its promotion of social formation.
  • Technology and Power Structure:AIThe impact of the "circular prison" on privacy, self-monitoring, and power relations.
  • The unity of heaven and humanity and harmonious coexistenceThe shift from the concept of "harmony between man and nature" to "wisdom between man and nature" emphasizes the harmonious coexistence of man, nature, and technology.

Domestic and internationalLarge Modeldevelop

  • Base upgrade and technological evolutionThe three advancements: from text generation to video creation, and then to logical reasoning.
  • Generative mechanisms and corpus pre-learningTaking "I like to eat apples" as an example, let's analyze...AIThe process of training, inference, and generation of the model.
  • AIDefects and Hallucinations: ExplorationAIThe causes, types, and impact on the credibility of information of hallucinations.
  • OpenAI o1 modelIts applications and social impact in multiple fields (finance, programming, education, etc.).
  • languageLarge ModelA battle of heroes:contrastGPT-4o, Apple Intelligence, Grok 2, Llama 3.2, etc.Large ModelThe advantages and disadvantages.
  • videoLarge ModelThree-way standAnalyzing videos from Runway, Qingying, Vidu, etc.Large ModelFeatures and functionalities.
  • musicLarge Model"One superpower and multiple strong powers"Music by Suno, Abab-music-1, SkyMusic, etc.Large ModelFeatures and application scenarios.

Generative content creation: text, images, music, and drama

  • Turing Test andintelligentBeyond:AIBreakthroughs in text, images, music, video and other fields.
  • AIArtistic CreationThe leap in creativity from "zero-knowledge start-up" to "high-knowledge production" and then to "new knowledge creation".
  • AIArt Evaluation SystemGrading standards for ordinary, fine, superior, rare, and unique items.
  • Triple Probability and the Creative ProcessA creative system consisting of initial generation, interactive filtering, and subjective optimization.
  • Three creative modesCharacteristics and applications of deterministic, non-deterministic, and hybrid creative approaches.
  • Ternary Separation Model:AIThe differences between human creation and traditional creation in terms of process, emotional expression, and audience perception.
  • AILiterary creation:includeAIExamples of generated novels, poems, academic papers, etc.
  • AIPainting and Aesthetics Theory: ExplorationAIThe essence of painting, its aesthetic value, and innovative aesthetic theories.
  • AIMusic compositionInnovative genres include high-detail music, emotionally healing music, and state-aware music.
  • AIVideo creation:AIExamples of video generation such as short dramas and cultural tourism promotional videos.

Applications and innovations in various industries

  • Fashion Design:AIDesigning and producing garments across the entire process, driving change in the apparel industry.
  • Healthcare:AIApplications include MDT (Multidisciplinary Team) diagnosis and treatment systems and auxiliary diagnosis and treatment platforms for mental illnesses.
  • Educational Innovation:AISupported learning, personalized education, educationLarge ModelThe construction of.
  • Industry and EnergyCoal chemical industryLarge ModelEquipment failure predictionintelligentSafety management.
  • Publishing and Cultural Tourism:AIPublishing, cultural tourism virtual humans,AIGC cultural and creative products.
  • Media and Internet:AIThe integration of GC news, social media, and search engines.
  • Humanoid Robots and the Metaverse:AIEmpowering humanoid robots, embodiedintelligent,spaceintelligent.

Future Outlook: Technological Innovation and Social Change

  • Occupational substitution and collaboration: Analysis of different occupations inAIThe potential for substitution and collaboration in our times.
  • Social formation evolutionFrom agricultural society to industrial society, and then to...AISocial transformation.
  • Economic changes and resource allocation:intelligentQuantitative production, industrial optimization and upgrading, and resource centralization.
  • Political shock and power shift:AIImpact on policy making, social governance, and election management.
  • Cultural Reshaping and Ethical Challenges:AIThe impact on traditional creation, social change, and ethical thinking.
  • Lifestyle Change:AIApplications in clothing, food, housing, transportation, entertainment, and other aspects.
  • Emotional Changes and Cognitive Perspectives:AIThe impact on emotions, interpersonal relationships, and cognition.
  • Copyright and Legal Reshaping:AICopyright ownership of GC content and the construction of the smallest identifiable unit.

Get《AIGC Development Research Report 3.0 (PDF original file)Scan the QR code to follow and reply: 20250304

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