~/talk

Unleash the superpowers of the AI PC

on YouTube 16m
Talkat Microsoft Build 2024 · 2024-05-21..05-23· [large-language-models, machine-learning]

speakers

name:Guy Boudoukh
links:none on file
name:Saurabh Tangri
links:none on file

resources

video:https://youtu.be/dZIIApMSDo8
slides:none on file

summary

Demonstrations run LLMs and agents locally using OpenVINO and DirectML with CPU, integrated GPU and NPU collaborating: Whisper speech runs on NPU, Phi-3 inference on iGPU, vector search on CPU. A ReAct agent calls RAG (150 BBC Sport articles indexed) and Gmail tools to reason and act, correcting a Champions League answer from 32 to 36 teams. Models use four‑bit quantization and speculative decoding; open‑source Python notebooks reproduce the demos.

AI-written summary · about

chapters (6)

  1. 0:00Introduction to AI PC
  2. 2:30Demo overview
  3. 3:38ReAct agent demonstration
  4. 6:42Retrieval augmented generation
  5. 9:35Multimodal and code insights
  6. 11:37Real world AI pillars

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