Amsterdam, Noord-Holland, Nederland
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Artikelen van Peter
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Will Artificial Intelligence be used for good or evil?
Will Artificial Intelligence be used for good or evil?
Van Peter van der Putten
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Teaching an old dog new tricks: Transfer learning in deep neural networks
Teaching an old dog new tricks: Transfer learning in deep neural networks
Van Peter van der Putten
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Should a Machine Make Moral Judgements?
Should a Machine Make Moral Judgements?
Van Peter van der Putten
Bijdragen
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How can you innovate decision-making with AI and ML?
Naively, the first thing that comes to mind is that AI might help with important, so macro-level decisions that execs need to make. But the real value of AI lies in the micro-level tactical and operational (automated) decisions: can we accept someone for this loan and against what terms, should we approve this claim, what is the best marketing offer or recommendation to show now, or what is the service problem a customer has and what could be the best solution. And within these processes and interactions you can find even more finegrained decisions: can we automatically handle this case or should a human look at it and if so what team, should we escalate or prioritize, what could be likely outcomes etc. Decisioning makes AI/ML actionable.
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How can you use AI and data science responsibly?
In the discourse about responsible use of AI, principles such as fairness/bias avoidance, transparancy and explainability are often discussed. These are important principles but even more important is whether the benefits of an AI system are aligned with benefits for all stakeholders, including customers/citizens. This should not just be talk, but be operationalized in AI systems, by measuring and optimizing these goals, making tradeoffs explicit, adding strategy and policy. This requires more than 'just machine learning', you will need to combine models with rules, decisions and process. It also requires not just best practice simulation and testing before new AI logic gets released, but also continuous monitoring and optimization.
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How can you check AI for bias and fairness?
When ethical bias is discussed in the context of AI, a common mistake is to just focus on models, and to just focus on training these models. In automated, AI driven decisions there can be many sources of bias, not just the training data, but also the data used at run time, or any of the logic, rules or other forms of post-processing. So it is crucial to keep monitoring decisions at run time rather than just focusing on training data, and be open to multiple root causes for bias. Whenever new logic gets deployed, not just models, simulations should be run to asses whether bias is within bounds, at end to end decision level. Finally, data scientists tend to sway to algorithmic fixes, but this may obscure what the real root cause is.
Activiteit
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Bem-vindo ao time Enfoque, Danilo!!!
Bem-vindo ao time Enfoque, Danilo!!!
Gemarkeerd als interessant door Peter van der Putten
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I had an incredible evening at the Pega 1:1 Customer Engagement CDH User Group event in Melbourne today! It was fantastic to reconnect with many of…
I had an incredible evening at the Pega 1:1 Customer Engagement CDH User Group event in Melbourne today! It was fantastic to reconnect with many of…
Gemarkeerd als interessant door Peter van der Putten
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💡𝗔𝗜💡We zijn op zoek naar jou!: de #programmamanagerAI die ervoor gaat zorgen dat De Nederlandsche Bank het #maximale uit de potentie van #AI gaat…
💡𝗔𝗜💡We zijn op zoek naar jou!: de #programmamanagerAI die ervoor gaat zorgen dat De Nederlandsche Bank het #maximale uit de potentie van #AI gaat…
Gemarkeerd als interessant door Peter van der Putten
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Industry expert Adrian Swinscoe interviews Peter van der Putten, Director of the AI Lab at Pega, about #AI highlights from this year's #PegaWorld…
Industry expert Adrian Swinscoe interviews Peter van der Putten, Director of the AI Lab at Pega, about #AI highlights from this year's #PegaWorld…
Gemarkeerd als interessant door Peter van der Putten
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NEW: The European Parliament is setting up a working group to monitor the implementation of the #AIAct and keep up the pressure on the European…
NEW: The European Parliament is setting up a working group to monitor the implementation of the #AIAct and keep up the pressure on the European…
Gemarkeerd als interessant door Peter van der Putten
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We have such a vibrant AI ecosystem in MA. I strongly felt the energy and drive to take action at this week’s Imagination in Action AI Action Dialog…
We have such a vibrant AI ecosystem in MA. I strongly felt the energy and drive to take action at this week’s Imagination in Action AI Action Dialog…
Gemarkeerd als interessant door Peter van der Putten
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'Ohya Genki-Ro' by artist Takashi Kuribayashi holds the midst between an immersive art installation of mirrors in a giant tree root shape and a…
'Ohya Genki-Ro' by artist Takashi Kuribayashi holds the midst between an immersive art installation of mirrors in a giant tree root shape and a…
Gemarkeerd als interessant door Peter van der Putten
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Today I am in Telford to run a Pega Innovation day with my Public Sector client. We are very excited to listen and learn about how Pega can help with…
Today I am in Telford to run a Pega Innovation day with my Public Sector client. We are very excited to listen and learn about how Pega can help with…
Gemarkeerd als interessant door Peter van der Putten
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Llama 3 405B closes the gap between closed-source and open-weight models. I made this figure a few months ago for this exact moment. What a ride!
Llama 3 405B closes the gap between closed-source and open-weight models. I made this figure a few months ago for this exact moment. What a ride!
Gemarkeerd als interessant door Peter van der Putten
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Pega GenAI Blueprint integration with BPMN is here! Now, you can import BPMN diagrams for any workflow, leveraging GenAI and Pega Workflow best…
Pega GenAI Blueprint integration with BPMN is here! Now, you can import BPMN diagrams for any workflow, leveraging GenAI and Pega Workflow best…
Gemarkeerd als interessant door Peter van der Putten
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Deze maand ben ik gestart met een nieuwe toekomstverkenning voor Stichting Toekomstbeeld der Techniek (STT): De toekomst van water. Een enorm…
Deze maand ben ik gestart met een nieuwe toekomstverkenning voor Stichting Toekomstbeeld der Techniek (STT): De toekomst van water. Een enorm…
Gemarkeerd als interessant door Peter van der Putten
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Given the option of travelling one city block to an average restaurant or two city blocks to a great restaurant, which restaurant would you travel…
Given the option of travelling one city block to an average restaurant or two city blocks to a great restaurant, which restaurant would you travel…
Gemarkeerd als interessant door Peter van der Putten
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