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AI as a Product
Product People, all hail Bender!
Agenda
• ~
• My AI Day
• Rockabilly AI
• Lord Stark's Phase
• Embodiment, Deep Blue & BI
• CPU & Storage are commodities
• Data Science & Machine Learning
• Where is AI now
• And what about AI products?
• In Short
Thiago de Faria
DataOps & AI Lead, LINKIT
Event Organiser @thiagoavadore
My AI day
Sometimes it feel a bit unnatural
Rockabilly AI
Do not oversell this sh*t like they did
“Machines will be capable, within twenty years, of doing any work a man
can do”.
- Herbert Simon in 1956
Lord Stark's Phase
The 80’s winter
Embodiment, Deep Blue & BI
Analytics was the 90’s winner
CPU & Storage are commodities
AWS, Watson in Jeopardy and Recommendation Systems
Data Science & Machine Learning
Previous Hype
When the desired behavior cannot be implemented in regular software
logic without dependency on external data, go for Machine Learning.
- Me, now
What
An algorithm that iteratively learn from data without being explicitly
programmed where to look.
Why
Where is AI now
Image, Speech, Text and the ultimate hype - Autonomous Cars
What hold us back
Labeled Data for your problem
Man-in-the-loop
Active Learning
UX not mature
Time and Research
And what about AI products?
Is there anything different? No!
It just gives you less limitations!
The dream
Does your product has a step that could be done by an expert?
Why do not build an expert?
In short
• AI had its ups and downs
• It is here to stay
• careful to not oversell
• Active Learning will be da bomb
• The UX is very young
• All products can have AI
• Let the machines learn!
Questions?
@thiagoavadore
thiago.de.faria@linkit.nl

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Product Owner Meetup 2018 - AI as a Product

  • 1. AI as a Product Product People, all hail Bender!
  • 2. Agenda • ~ • My AI Day • Rockabilly AI • Lord Stark's Phase • Embodiment, Deep Blue & BI • CPU & Storage are commodities • Data Science & Machine Learning • Where is AI now • And what about AI products? • In Short
  • 3. Thiago de Faria DataOps & AI Lead, LINKIT Event Organiser @thiagoavadore
  • 4. My AI day Sometimes it feel a bit unnatural
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  • 16. Rockabilly AI Do not oversell this sh*t like they did
  • 17. “Machines will be capable, within twenty years, of doing any work a man can do”. - Herbert Simon in 1956
  • 18. Lord Stark's Phase The 80’s winter
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  • 20. Embodiment, Deep Blue & BI Analytics was the 90’s winner
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  • 22. CPU & Storage are commodities AWS, Watson in Jeopardy and Recommendation Systems
  • 23. Data Science & Machine Learning Previous Hype
  • 24. When the desired behavior cannot be implemented in regular software logic without dependency on external data, go for Machine Learning. - Me, now What An algorithm that iteratively learn from data without being explicitly programmed where to look. Why
  • 25. Where is AI now Image, Speech, Text and the ultimate hype - Autonomous Cars
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  • 28. What hold us back Labeled Data for your problem Man-in-the-loop Active Learning UX not mature Time and Research
  • 29. And what about AI products? Is there anything different? No! It just gives you less limitations!
  • 30. The dream Does your product has a step that could be done by an expert? Why do not build an expert?
  • 31. In short • AI had its ups and downs • It is here to stay • careful to not oversell • Active Learning will be da bomb • The UX is very young • All products can have AI • Let the machines learn!