The document discusses the rise of deep learning and artificial intelligence. It notes that AI will have a more powerful impact than previous technological waves. The goal of Microsoft's approach to AI is to democratize it and make it accessible to everyone, both individuals and organizations. AI can help humans make better sense of the vast amount of information in the world by using computational power to solve the constraint of human information absorption. The focus is on helping everyone achieve more through humans and machines working together with AI.
16. Démocratiser l’IA
Pour chaque individu et chaque
organisation
“At Microsoft, we have an approach that’s both ambitious
and broad, an approach that seeks to democratize Artificial
Intelligence (AI), to take it from the ivory towers and make
it accessible for all.”
“In the midst of this abundance of information, we’re still
constrained by our human capacity to absorb it.
The question is, how can we use all we have in terms of
computational power to solve this fundamental constraint?
To make better sense of the world? That’s the essence of
what AI is. It’s not about having AI that beats humans in
games, it’s about helping everyone achieve more —
humans and machines working together to make the world
a better place.”
Microsoft News
3rd wave of ANN – perceptron's, back prop, Deep Learning
DEEP LEARNING ILLUSTRATIVE EXAMPLE
CONVERSATIONAL INTELLIGENCE
Hence the intelligent cloud
DISCRIMINATORY – PATTERNS
Use CNTK, Tensorflow, Caffe, Torch
GPUs
FPGAs - on every compute node in Azure - distribute your DNN/ML tasks to FPGAs
Azure as first AI Supercomputer - support live AI services/real time learning - 30W MSFT designed FPGA boards - hyperscale acceleration
INTELLIGENT CLOUD