Kastalia Knowledge Management System · Glasperlenspiel template · knot 1312

AE54

🌐 public · created AE540115 (15.01.2024) · by DDH · open in the standard editor view · 📽 open as presentation

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  • AE54
    • is_parent 0th Berlin Symposium on Artificial Teacher Avatars
      • is_parent Introduction
        • is_parent The Objective ·
          The objective of "0th Berlin Symposium on Artificial Teacher Avatars" is the presentation, discussion and development of tools, models and methodologies leading
        • is_parent What is this symposium about ? ·
          It's about: Artificial Intelligence in Education (AIED): Education about AI & Education with AI generative artificial intelligence (notably large language m
        • is_parent What is this symposium NOT about ? ·
          This symposium is NOT about: dysinformation deep-fakes of living persons corporate products entertainment (e.g. humor / horror / porn / cognitive spam) so-calle
        • is_parent Why this symposium ? ·
          Generative AI is reality and it's better to be its co-creator then its consumer. Learning by doing & experimenting & creating critical stance. Personalized AI t
        • is_parent Definitions
          • is_parent Neuronale Netze
            Neuronale Netze im Kontext der KI sind keine echten Nervenzellen, sondern softwarebasierte Modelle, deren Architektur von der Art und Weise inspiriert ist, wie
            ↜ translates ← Neurónové siete
          • is_parent Generative KI
            Generative künstliche Intelligenz (KI) widmet sich der Erstellung neuer, oft unvorhergesehener Daten oder Inhalte, die das Ergebnis des Lernens aus bestehenden
            ↜ translates ← generatívna UI
          • is_parent model
            A trained neural network is stored in a file. This file is called "a model". When You want to use it - either for inferencing or training or both - You need to
            • is_parent lora ·
              Lora is like a small "adapter" model which You can train as an addition to Your main "big" model. Training of a Lora is much faster than fine-tuning of the big
          • is_parent lora ·
            Lora is like a small "adapter" model which You can train as an addition to Your main "big" model. Training of a Lora is much faster than fine-tuning of the big
          • is_parent training & inferencing ·
            In machine learning and AI, we speak about "training" when the AI is learning from the data we provide it"inferencing" when the AI is using its current "knowled
      • is_parent λόγος - Word ·
      • is_parent φωνή - Voice ·
      • is_parent πρόσωπο - Face ·
    • is_parent Foreword to Machine Didactics
      • is_parent HMPL
        Human–Machine Peer Learning (HMPL) is a proposal that is positioned at the very frontier between educational, cognitive, and computer sciences. HMPL's cor
        • is_parent Human learning
          Human learning is a complex, multifaceted process that encompasses the acquisition, understanding, and application of knowledge and skills. It involves various
          • is_parent Peer learning
            Peer learning is an educational approach where individuals learn from and with each other. This concept is rooted in the idea that learning is a social and coll
            • is_parent Montessori ·
              In Montessori classrooms, children of different ages are often grouped together. This setting naturally facilitates peer learning, where older children can teac
            • is_parent Vygotsky ·
              In Vygotsky's view, peer learning is crucial. Peers can act as the more knowledgeable other within the Zone of Proximal Development, facilitating learning and s
        • is_parent Machine learning ·
          Machine learning is a subset of artificial intelligence focused on developing algorithms that enable computers to learn and make decisions from data without bei
        • is_parent HMPL ·
          A human-machine peer learning curriculum (i.e., a HMPL-C) is a planned sequence of educational instructions–i.e., a curriculum–which involves:1. At least one hu
        • is_parent Caution ! ·
          On the material level, human biochemistry-based learning is fundamentally different from machine learning taking place on silicon-based transistors.
      • is_parent Vocabulary learning ·
        Front. Educ., 2023Sec. Digital EducationVolume 8 - 2023 | https://doi.org/10.3389/feduc.2023.1063337Proof-of-concept of feasibility of human–machine peer learni
      • is_parent Reading acquisition ·
        In the second Hromada & Kim (2023) article, we describe first, syllable-oriented exercise by means of which the Primer aimed to assist one 5-year-old pre-school
      • is_parent Prolog ·
      • is_parent AIED 2022 paper ·
      • is_parent Au revoir, ECDF ·
      • is_parent Teaser ·
        Next talk:  Make Your Own Not-so-large-language-model  @ State Of The Art(s)_ GenAI Applied _July 5th from 17:00-18:45 at Gallerie at Medienhaus (Grun
    • is_parent Make Your Language-Model-Driven Community Engine
      • is_parent 'I'-Avatarization ·
        "I"-Avatarization is the process whereby a living human H consciously creates, develops, fine tunes and optimizes (his|her) own generative AI avatar datasets &
      • is_parent Mid-Sized Language Model(s)
        A Mid-Sized Language Model (MLM) is a generative language model is an advanced AI system comprising of maximum 10 billion (miliarden!) parameters, organized int
      • is_parent Adapting an MLM to suit Your needs
        Essentially, You have three options: fine-tuning (in every training step, training process updates billions and billions of parameters) training a LoRa (instead
      • is_parent Demo ·
        On a machine amsel.udk.ai (running somewhere in this room), there are many nice Generative AI tools installed, including: text-generation-webui web-based interf
      • is_parent Enhanced Educational Environment ·
        We define an Extended Educational Environment (EEE or E3) as an immersive and interactive XR learning environment enriched with AI-driven artifacts and avatars.
      • is_parent udk.ai ·
        Join the HuggingFace udk.ai community !
    • is_parent Helmeto 2024
      • is_parent mid-sized LLMs ·
        We use mid-sized (< 8 billion parameters) large language models derived from Llama 3.1 8B  and Mistral 7b base models.On top of these models, we subsequ
    • is_parent NARRATIVE PRIMER: EMPOWERMENT THROUGH GENERATIVE STORYTELLING 🔊
      • is_parent Introduction
        Once upon a time, a book had been made, a book which contained all the other books, including its own construction & programming manual ...
        • is_parent What is this talk about ? ·
          narrative education embedded, "walled-garden" AI tutoring systems AIED artefacts (both education-with-AI as well as education-about-AI artefacts) magic “A
        • is_parent What is this talk NOT about ? ·
          ChatGPT cloud-based / online-learning solutions & "platforms" EdTech "products" "educating" millions of "customers"
        • is_parent Homo narrans ·
          The concept of Homo narrans, or "the storytelling human," posits that humans uniquely create meaning and social bonds through narratives, using stories to inter
      • is_parent Narrative Primer Artefact
        By integrating speech-to-text (STT), text-to-speech (TTS), mid-sized large-language models (MLMs) and sufficient and necessary knowledge base stored in the vect
        • is_parent Hardware ·
          form-factor: A5 size computational core: NVIDIA Orin main input modalities: microphone, gesture sensors, main output modalities: speakers, electrophoretic (e-in
        • is_parent Software ·
          Linux open-source voice identification (Speechbrain), speech-to-text (DeepSpeech 2, whisper), speech-to-text (XTTS2, bark) and text-to-image (Stable Diffusion)
        • is_parent Embooking ·
          The first property of the Primer is that it is either book-like—that is, it looks like a classic analog book—or "embooked," meaning it is physically
        • is_parent Other properties ·
          book-like; voluminous; modular; unique; adaptable; robust; bilateral; environmentally aware; circadian; moody; cooperative; behavior-oriented; habit-disrupting;
      • is_parent Narrative AI in Education
        Narrative AI in Education refers to the use of artificial intelligence to deliver learning experiences through storytelling, blending traditional educational me
        • is_parent HMPL ·
          A human-machine peer learning curriculum (i.e., a HMPL-C) is a planned sequence of educational instructions–i.e., a curriculum–which involves:1. At least one hu
        • is_parent Personalized Storytelling ·
          ...for example, if the child’s favorite toy is a teddy bear named "Mr. Fluffy," the NP might create a story where Mr. Fluffy becomes the protagonist, emba
        • is_parent Learning Graph ·
          Learning Graph consists of: Learner States (Vertices) :: Represent child's current or potential level of knowledge and skill in a specific domain. Activities (E
        • is_parent Narrative Templates ·
          In narrative AIED, we employ a library of narrative templates derived from classic literature, including Aesop’s fables, the Panchatantra, and Grimm's fairy tal
        • is_parent Non-Player Educators ·
          The concept of Non-Player Educators (NPEs) extends the idea of AI agents serving as interactive educational companions. In the NP system: Role Modeling: NPEs ca
      • is_parent Take home lesson
        spectacular things are already happening in "open source" branch of AIED with USA gradually becoming the prey of the dark side, immediate deployment of "walled
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